BibTeX records: Zhouchen Lin

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@article{DBLP:journals/tnn/ZhangZZZL24,
  author       = {Xiaoqin Zhang and
                  Jingjing Zheng and
                  Li Zhao and
                  Zhengyuan Zhou and
                  Zhouchen Lin},
  title        = {Tensor Recovery With Weighted Tensor Average Rank},
  journal      = {{IEEE} Trans. Neural Networks Learn. Syst.},
  volume       = {35},
  number       = {1},
  pages        = {1142--1156},
  year         = {2024},
  url          = {https://doi.org/10.1109/TNNLS.2022.3182541},
  doi          = {10.1109/TNNLS.2022.3182541},
  timestamp    = {Fri, 26 Jan 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/tnn/ZhangZZZL24.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/0003CZ0SL024,
  author       = {Haixin Wang and
                  Jianlong Chang and
                  Yihang Zhai and
                  Xiao Luo and
                  Jinan Sun and
                  Zhouchen Lin and
                  Qi Tian},
  editor       = {Michael J. Wooldridge and
                  Jennifer G. Dy and
                  Sriraam Natarajan},
  title        = {{LION:} Implicit Vision Prompt Tuning},
  booktitle    = {Thirty-Eighth {AAAI} Conference on Artificial Intelligence, {AAAI}
                  2024, Thirty-Sixth Conference on Innovative Applications of Artificial
                  Intelligence, {IAAI} 2024, Fourteenth Symposium on Educational Advances
                  in Artificial Intelligence, {EAAI} 2014, February 20-27, 2024, Vancouver,
                  Canada},
  pages        = {5372--5380},
  publisher    = {{AAAI} Press},
  year         = {2024},
  url          = {https://doi.org/10.1609/aaai.v38i6.28345},
  doi          = {10.1609/AAAI.V38I6.28345},
  timestamp    = {Tue, 26 Mar 2024 17:04:05 +0100},
  biburl       = {https://dblp.org/rec/conf/aaai/0003CZ0SL024.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2402-00389,
  author       = {Huan Li and
                  Zhouchen Lin},
  title        = {On the O({\texttimes}d/T\({}^{\mbox{1/4}}\)) Convergence Rate of RMSProp
                  and Its Momentum Extension Measured by {\unicode{120001}}\({}_{\mbox{l}}\)
                  Norm: Better Dependence on the Dimension},
  journal      = {CoRR},
  volume       = {abs/2402.00389},
  year         = {2024},
  url          = {https://doi.org/10.48550/arXiv.2402.00389},
  doi          = {10.48550/ARXIV.2402.00389},
  eprinttype    = {arXiv},
  eprint       = {2402.00389},
  timestamp    = {Wed, 14 Feb 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2402-00389.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2402-11984,
  author       = {Mingqing Xiao and
                  Qingyan Meng and
                  Zongpeng Zhang and
                  Di He and
                  Zhouchen Lin},
  title        = {Hebbian Learning based Orthogonal Projection for Continual Learning
                  of Spiking Neural Networks},
  journal      = {CoRR},
  volume       = {abs/2402.11984},
  year         = {2024},
  url          = {https://doi.org/10.48550/arXiv.2402.11984},
  doi          = {10.48550/ARXIV.2402.11984},
  eprinttype    = {arXiv},
  eprint       = {2402.11984},
  timestamp    = {Thu, 21 Mar 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2402-11984.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2402-18910,
  author       = {Yang Chen and
                  Yitao Liang and
                  Zhouchen Lin},
  title        = {{DIGIC:} Domain Generalizable Imitation Learning by Causal Discovery},
  journal      = {CoRR},
  volume       = {abs/2402.18910},
  year         = {2024},
  url          = {https://doi.org/10.48550/arXiv.2402.18910},
  doi          = {10.48550/ARXIV.2402.18910},
  eprinttype    = {arXiv},
  eprint       = {2402.18910},
  timestamp    = {Tue, 26 Mar 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2402-18910.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/chinaf/YangSLL23,
  author       = {Yibo Yang and
                  Zhengyang Shen and
                  Huan Li and
                  Zhouchen Lin},
  title        = {Optimization-inspired manual architecture design and neural architecture
                  search},
  journal      = {Sci. China Inf. Sci.},
  volume       = {66},
  number       = {11},
  year         = {2023},
  url          = {https://doi.org/10.1007/s11432-021-3527-7},
  doi          = {10.1007/S11432-021-3527-7},
  timestamp    = {Fri, 06 Oct 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/chinaf/YangSLL23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijcv/XiaoZLLL23,
  author       = {Mingqing Xiao and
                  Shuxin Zheng and
                  Chang Liu and
                  Zhouchen Lin and
                  Tie{-}Yan Liu},
  title        = {Invertible Rescaling Network and Its Extensions},
  journal      = {Int. J. Comput. Vis.},
  volume       = {131},
  number       = {1},
  pages        = {134--159},
  year         = {2023},
  url          = {https://doi.org/10.1007/s11263-022-01688-4},
  doi          = {10.1007/S11263-022-01688-4},
  timestamp    = {Fri, 17 Feb 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/ijcv/XiaoZLLL23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/0007L23,
  author       = {Huan Li and
                  Zhouchen Lin},
  title        = {Restarted Nonconvex Accelerated Gradient Descent: No More Polylogarithmic
                  Factor in the in the O(epsilon{\^{}}(-7/4)) Complexity},
  journal      = {J. Mach. Learn. Res.},
  volume       = {24},
  pages        = {157:1--157:37},
  year         = {2023},
  url          = {http://jmlr.org/papers/v24/22-0522.html},
  timestamp    = {Tue, 13 Jun 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/jmlr/0007L23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/nn/XiaoMZWL23,
  author       = {Mingqing Xiao and
                  Qingyan Meng and
                  Zongpeng Zhang and
                  Yisen Wang and
                  Zhouchen Lin},
  title        = {{SPIDE:} {A} purely spike-based method for training feedback spiking
                  neural networks},
  journal      = {Neural Networks},
  volume       = {161},
  pages        = {9--24},
  year         = {2023},
  url          = {https://doi.org/10.1016/j.neunet.2023.01.026},
  doi          = {10.1016/J.NEUNET.2023.01.026},
  timestamp    = {Sat, 29 Apr 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/nn/XiaoMZWL23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pami/XieWLLLL23,
  author       = {Xingyu Xie and
                  Qiuhao Wang and
                  Zenan Ling and
                  Xia Li and
                  Guangcan Liu and
                  Zhouchen Lin},
  title        = {Optimization Induced Equilibrium Networks: An Explicit Optimization
                  Perspective for Understanding Equilibrium Models},
  journal      = {{IEEE} Trans. Pattern Anal. Mach. Intell.},
  volume       = {45},
  number       = {3},
  pages        = {3604--3616},
  year         = {2023},
  url          = {https://doi.org/10.1109/TPAMI.2022.3181425},
  doi          = {10.1109/TPAMI.2022.3181425},
  timestamp    = {Sat, 25 Feb 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/pami/XieWLLLL23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pami/ZhangZWTZL23,
  author       = {Xiaoqin Zhang and
                  Jingjing Zheng and
                  Di Wang and
                  Guiying Tang and
                  Zhengyuan Zhou and
                  Zhouchen Lin},
  title        = {Structured Sparsity Optimization With Non-Convex Surrogates of {\textdollar}{\textbackslash}ell
                  {\_}\{2,0\}{\textdollar}{\(\mathscr{l}\)}2,0-Norm: {A} Unified Algorithmic
                  Framework},
  journal      = {{IEEE} Trans. Pattern Anal. Mach. Intell.},
  volume       = {45},
  number       = {5},
  pages        = {6386--6402},
  year         = {2023},
  url          = {https://doi.org/10.1109/TPAMI.2022.3213716},
  doi          = {10.1109/TPAMI.2022.3213716},
  timestamp    = {Sat, 29 Apr 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/pami/ZhangZWTZL23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tip/ChenWGWYL23,
  author       = {Qi Chen and
                  Yifei Wang and
                  Zhengyang Geng and
                  Yisen Wang and
                  Jiansheng Yang and
                  Zhouchen Lin},
  title        = {Equilibrium Image Denoising With Implicit Differentiation},
  journal      = {{IEEE} Trans. Image Process.},
  volume       = {32},
  pages        = {1868--1881},
  year         = {2023},
  url          = {https://doi.org/10.1109/TIP.2023.3255104},
  doi          = {10.1109/TIP.2023.3255104},
  timestamp    = {Sun, 16 Apr 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/tip/ChenWGWYL23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/LingXWZL23,
  author       = {Zenan Ling and
                  Xingyu Xie and
                  Qiuhao Wang and
                  Zongpeng Zhang and
                  Zhouchen Lin},
  editor       = {Francisco J. R. Ruiz and
                  Jennifer G. Dy and
                  Jan{-}Willem van de Meent},
  title        = {Global Convergence of Over-parameterized Deep Equilibrium Models},
  booktitle    = {International Conference on Artificial Intelligence and Statistics,
                  25-27 April 2023, Palau de Congressos, Valencia, Spain},
  series       = {Proceedings of Machine Learning Research},
  volume       = {206},
  pages        = {767--787},
  publisher    = {{PMLR}},
  year         = {2023},
  url          = {https://proceedings.mlr.press/v206/ling23a.html},
  timestamp    = {Mon, 19 Jun 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/aistats/LingXWZL23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colt/YueFL23,
  author       = {Pengyun Yue and
                  Cong Fang and
                  Zhouchen Lin},
  editor       = {Gergely Neu and
                  Lorenzo Rosasco},
  title        = {On the Lower Bound of Minimizing Polyak-{\L}ojasiewicz functions},
  booktitle    = {The Thirty Sixth Annual Conference on Learning Theory, {COLT} 2023,
                  12-15 July 2023, Bangalore, India},
  series       = {Proceedings of Machine Learning Research},
  volume       = {195},
  pages        = {2948--2968},
  publisher    = {{PMLR}},
  year         = {2023},
  url          = {https://proceedings.mlr.press/v195/yue23a.html},
  timestamp    = {Wed, 06 Sep 2023 17:49:05 +0200},
  biburl       = {https://dblp.org/rec/conf/colt/YueFL23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colt/YueYFL23,
  author       = {Pengyun Yue and
                  Long Yang and
                  Cong Fang and
                  Zhouchen Lin},
  editor       = {Gergely Neu and
                  Lorenzo Rosasco},
  title        = {Zeroth-order Optimization with Weak Dimension Dependency},
  booktitle    = {The Thirty Sixth Annual Conference on Learning Theory, {COLT} 2023,
                  12-15 July 2023, Bangalore, India},
  series       = {Proceedings of Machine Learning Research},
  volume       = {195},
  pages        = {4429--4472},
  publisher    = {{PMLR}},
  year         = {2023},
  url          = {https://proceedings.mlr.press/v195/yue23b.html},
  timestamp    = {Mon, 28 Aug 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/colt/YueYFL23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccv/Meng0Y0LL23,
  author       = {Qingyan Meng and
                  Mingqing Xiao and
                  Shen Yan and
                  Yisen Wang and
                  Zhouchen Lin and
                  Zhi{-}Quan Luo},
  title        = {Towards Memory- and Time-Efficient Backpropagation for Training Spiking
                  Neural Networks},
  booktitle    = {{IEEE/CVF} International Conference on Computer Vision, {ICCV} 2023,
                  Paris, France, October 1-6, 2023},
  pages        = {6143--6153},
  publisher    = {{IEEE}},
  year         = {2023},
  url          = {https://doi.org/10.1109/ICCV51070.2023.00567},
  doi          = {10.1109/ICCV51070.2023.00567},
  timestamp    = {Mon, 22 Jan 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/iccv/Meng0Y0LL23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/0001ZDYL023,
  author       = {Yifei Wang and
                  Qi Zhang and
                  Tianqi Du and
                  Jiansheng Yang and
                  Zhouchen Lin and
                  Yisen Wang},
  title        = {A Message Passing Perspective on Learning Dynamics of Contrastive
                  Learning},
  booktitle    = {The Eleventh International Conference on Learning Representations,
                  {ICLR} 2023, Kigali, Rwanda, May 1-5, 2023},
  publisher    = {OpenReview.net},
  year         = {2023},
  url          = {https://openreview.net/pdf?id=VBTJqqWjxMv},
  timestamp    = {Fri, 30 Jun 2023 14:38:38 +0200},
  biburl       = {https://dblp.org/rec/conf/iclr/0001ZDYL023.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/HeCSYL23,
  author       = {Lingshen He and
                  Yuxuan Chen and
                  Zhengyang Shen and
                  Yibo Yang and
                  Zhouchen Lin},
  title        = {Neural ePDOs: Spatially Adaptive Equivariant Partial Differential
                  Operator Based Networks},
  booktitle    = {The Eleventh International Conference on Learning Representations,
                  {ICLR} 2023, Kigali, Rwanda, May 1-5, 2023},
  publisher    = {OpenReview.net},
  year         = {2023},
  url          = {https://openreview.net/pdf?id=D1Iqfm7WTkk},
  timestamp    = {Fri, 30 Jun 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/iclr/HeCSYL23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/Li00L23,
  author       = {Mingjie Li and
                  Yifei Wang and
                  Yisen Wang and
                  Zhouchen Lin},
  title        = {Unbiased Stochastic Proximal Solver for Graph Neural Networks with
                  Equilibrium States},
  booktitle    = {The Eleventh International Conference on Learning Representations,
                  {ICLR} 2023, Kigali, Rwanda, May 1-5, 2023},
  publisher    = {OpenReview.net},
  year         = {2023},
  url          = {https://openreview.net/pdf?id=j3cUWIMsFBN},
  timestamp    = {Sat, 30 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/iclr/Li00L23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/YangYLLTT23,
  author       = {Yibo Yang and
                  Haobo Yuan and
                  Xiangtai Li and
                  Zhouchen Lin and
                  Philip H. S. Torr and
                  Dacheng Tao},
  title        = {Neural Collapse Inspired Feature-Classifier Alignment for Few-Shot
                  Class-Incremental Learning},
  booktitle    = {The Eleventh International Conference on Learning Representations,
                  {ICLR} 2023, Kigali, Rwanda, May 1-5, 2023},
  publisher    = {OpenReview.net},
  year         = {2023},
  url          = {https://openreview.net/pdf?id=y5W8tpojhtJ},
  timestamp    = {Fri, 30 Jun 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/iclr/YangYLLTT23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/WuXZSLWL23,
  author       = {Yi Wu and
                  Yanyang Xu and
                  Wenhao Zhu and
                  Guojie Song and
                  Zhouchen Lin and
                  Liang Wang and
                  Shaoguo Liu},
  title        = {{KDLGT:} {A} Linear Graph Transformer Framework via Kernel Decomposition
                  Approach},
  booktitle    = {Proceedings of the Thirty-Second International Joint Conference on
                  Artificial Intelligence, {IJCAI} 2023, 19th-25th August 2023, Macao,
                  SAR, China},
  pages        = {2370--2378},
  publisher    = {ijcai.org},
  year         = {2023},
  url          = {https://doi.org/10.24963/ijcai.2023/263},
  doi          = {10.24963/IJCAI.2023/263},
  timestamp    = {Mon, 28 Aug 2023 17:23:07 +0200},
  biburl       = {https://dblp.org/rec/conf/ijcai/WuXZSLWL23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/ZhangLLL23,
  author       = {Zongpeng Zhang and
                  Zenan Ling and
                  Tong Lin and
                  Zhouchen Lin},
  title        = {Gradient Descent Optimizes Normalization-Free ResNets},
  booktitle    = {International Joint Conference on Neural Networks, {IJCNN} 2023, Gold
                  Coast, Australia, June 18-23, 2023},
  pages        = {1--8},
  publisher    = {{IEEE}},
  year         = {2023},
  url          = {https://doi.org/10.1109/IJCNN54540.2023.10191204},
  doi          = {10.1109/IJCNN54540.2023.10191204},
  timestamp    = {Wed, 09 Aug 2023 16:25:09 +0200},
  biburl       = {https://dblp.org/rec/conf/ijcnn/ZhangLLL23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/0001SALLL23,
  author       = {Yuanyuan Liu and
                  Fanhua Shang and
                  Weixin An and
                  Junhao Liu and
                  Hongying Liu and
                  Zhouchen Lin},
  editor       = {Alice Oh and
                  Tristan Naumann and
                  Amir Globerson and
                  Kate Saenko and
                  Moritz Hardt and
                  Sergey Levine},
  title        = {A Single-Loop Accelerated Extra-Gradient Difference Algorithm with
                  Improved Complexity Bounds for Constrained Minimax Optimization},
  booktitle    = {Advances in Neural Information Processing Systems 36: Annual Conference
                  on Neural Information Processing Systems 2023, NeurIPS 2023, New Orleans,
                  LA, USA, December 10 - 16, 2023},
  year         = {2023},
  url          = {http://papers.nips.cc/paper\_files/paper/2023/hash/c242f2b7f60d8c685b6481939330e241-Abstract-Conference.html},
  timestamp    = {Fri, 01 Mar 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/nips/0001SALLL23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/Li0L23,
  author       = {Mingjie Li and
                  Yisen Wang and
                  Zhouchen Lin},
  editor       = {Alice Oh and
                  Tristan Naumann and
                  Amir Globerson and
                  Kate Saenko and
                  Moritz Hardt and
                  Sergey Levine},
  title        = {{GEQ:} Gaussian Kernel Inspired Equilibrium Models},
  booktitle    = {Advances in Neural Information Processing Systems 36: Annual Conference
                  on Neural Information Processing Systems 2023, NeurIPS 2023, New Orleans,
                  LA, USA, December 10 - 16, 2023},
  year         = {2023},
  url          = {http://papers.nips.cc/paper\_files/paper/2023/hash/79cab89b43ac21c6941ad9735df95d30-Abstract-Conference.html},
  timestamp    = {Fri, 01 Mar 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/nips/Li0L23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/WangCXFL23,
  author       = {Jianghui Wang and
                  Yang Chen and
                  Xingyu Xie and
                  Cong Fang and
                  Zhouchen Lin},
  editor       = {Alice Oh and
                  Tristan Naumann and
                  Amir Globerson and
                  Kate Saenko and
                  Moritz Hardt and
                  Sergey Levine},
  title        = {Task-Robust Pre-Training for Worst-Case Downstream Adaptation},
  booktitle    = {Advances in Neural Information Processing Systems 36: Annual Conference
                  on Neural Information Processing Systems 2023, NeurIPS 2023, New Orleans,
                  LA, USA, December 10 - 16, 2023},
  year         = {2023},
  url          = {http://papers.nips.cc/paper\_files/paper/2023/hash/1e4322fddd833f83c855660ac65e428d-Abstract-Conference.html},
  timestamp    = {Fri, 01 Mar 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/nips/WangCXFL23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/WangLYL023,
  author       = {Yifei Wang and
                  Liangchen Li and
                  Jiansheng Yang and
                  Zhouchen Lin and
                  Yisen Wang},
  editor       = {Alice Oh and
                  Tristan Naumann and
                  Amir Globerson and
                  Kate Saenko and
                  Moritz Hardt and
                  Sergey Levine},
  title        = {Balance, Imbalance, and Rebalance: Understanding Robust Overfitting
                  from a Minimax Game Perspective},
  booktitle    = {Advances in Neural Information Processing Systems 36: Annual Conference
                  on Neural Information Processing Systems 2023, NeurIPS 2023, New Orleans,
                  LA, USA, December 10 - 16, 2023},
  year         = {2023},
  url          = {http://papers.nips.cc/paper\_files/paper/2023/hash/32f9049217da6e718a426b07242dff73-Abstract-Conference.html},
  timestamp    = {Fri, 01 Mar 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/nips/WangLYL023.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2301-00954,
  author       = {Xiangtai Li and
                  Shilin Xu and
                  Yibo Yang and
                  Haobo Yuan and
                  Guangliang Cheng and
                  Yunhai Tong and
                  Zhouchen Lin and
                  Dacheng Tao},
  title        = {PanopticPartFormer++: {A} Unified and Decoupled View for Panoptic
                  Part Segmentation},
  journal      = {CoRR},
  volume       = {abs/2301.00954},
  year         = {2023},
  url          = {https://doi.org/10.48550/arXiv.2301.00954},
  doi          = {10.48550/ARXIV.2301.00954},
  eprinttype    = {arXiv},
  eprint       = {2301.00954},
  timestamp    = {Mon, 26 Jun 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2301-00954.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2302-00232,
  author       = {Mingqing Xiao and
                  Qingyan Meng and
                  Zongpeng Zhang and
                  Yisen Wang and
                  Zhouchen Lin},
  title        = {{SPIDE:} {A} Purely Spike-based Method for Training Feedback Spiking
                  Neural Networks},
  journal      = {CoRR},
  volume       = {abs/2302.00232},
  year         = {2023},
  url          = {https://doi.org/10.48550/arXiv.2302.00232},
  doi          = {10.48550/ARXIV.2302.00232},
  eprinttype    = {arXiv},
  eprint       = {2302.00232},
  timestamp    = {Thu, 09 Feb 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2302-00232.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2302-03004,
  author       = {Yibo Yang and
                  Haobo Yuan and
                  Xiangtai Li and
                  Zhouchen Lin and
                  Philip H. S. Torr and
                  Dacheng Tao},
  title        = {Neural Collapse Inspired Feature-Classifier Alignment for Few-Shot
                  Class Incremental Learning},
  journal      = {CoRR},
  volume       = {abs/2302.03004},
  year         = {2023},
  url          = {https://doi.org/10.48550/arXiv.2302.03004},
  doi          = {10.48550/ARXIV.2302.03004},
  eprinttype    = {arXiv},
  eprint       = {2302.03004},
  timestamp    = {Mon, 26 Jun 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2302-03004.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2302-14311,
  author       = {Qingyan Meng and
                  Mingqing Xiao and
                  Shen Yan and
                  Yisen Wang and
                  Zhouchen Lin and
                  Zhi{-}Quan Luo},
  title        = {Towards Memory- and Time-Efficient Backpropagation for Training Spiking
                  Neural Networks},
  journal      = {CoRR},
  volume       = {abs/2302.14311},
  year         = {2023},
  url          = {https://doi.org/10.48550/arXiv.2302.14311},
  doi          = {10.48550/ARXIV.2302.14311},
  eprinttype    = {arXiv},
  eprint       = {2302.14311},
  timestamp    = {Thu, 02 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2302-14311.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2303-00970,
  author       = {Shihong Ding and
                  Hanze Dong and
                  Cong Fang and
                  Zhouchen Lin and
                  Tong Zhang},
  title        = {Provable Particle-based Primal-Dual Algorithm for Mixed Nash Equilibrium},
  journal      = {CoRR},
  volume       = {abs/2303.00970},
  year         = {2023},
  url          = {https://doi.org/10.48550/arXiv.2303.00970},
  doi          = {10.48550/ARXIV.2303.00970},
  eprinttype    = {arXiv},
  eprint       = {2303.00970},
  timestamp    = {Mon, 11 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2303-00970.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2303-04435,
  author       = {Yifei Wang and
                  Qi Zhang and
                  Tianqi Du and
                  Jiansheng Yang and
                  Zhouchen Lin and
                  Yisen Wang},
  title        = {A Message Passing Perspective on Learning Dynamics of Contrastive
                  Learning},
  journal      = {CoRR},
  volume       = {abs/2303.04435},
  year         = {2023},
  url          = {https://doi.org/10.48550/arXiv.2303.04435},
  doi          = {10.48550/ARXIV.2303.04435},
  eprinttype    = {arXiv},
  eprint       = {2303.04435},
  timestamp    = {Mon, 20 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2303-04435.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2303-09992,
  author       = {Haixin Wang and
                  Jianlong Chang and
                  Xiao Luo and
                  Jinan Sun and
                  Zhouchen Lin and
                  Qi Tian},
  title        = {{LION:} Implicit Vision Prompt Tuning},
  journal      = {CoRR},
  volume       = {abs/2303.09992},
  year         = {2023},
  url          = {https://doi.org/10.48550/arXiv.2303.09992},
  doi          = {10.48550/ARXIV.2303.09992},
  eprinttype    = {arXiv},
  eprint       = {2303.09992},
  timestamp    = {Tue, 21 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2303-09992.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2305-06061,
  author       = {Bruce X. B. Yu and
                  Jianlong Chang and
                  Haixin Wang and
                  Lingbo Liu and
                  Shijie Wang and
                  Zhiyu Wang and
                  Junfan Lin and
                  Lingxi Xie and
                  Haojie Li and
                  Zhouchen Lin and
                  Qi Tian and
                  Chang Wen Chen},
  title        = {Visual Tuning},
  journal      = {CoRR},
  volume       = {abs/2305.06061},
  year         = {2023},
  url          = {https://doi.org/10.48550/arXiv.2305.06061},
  doi          = {10.48550/ARXIV.2305.06061},
  eprinttype    = {arXiv},
  eprint       = {2305.06061},
  timestamp    = {Tue, 16 May 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2305-06061.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2305-13122,
  author       = {Long Yang and
                  Zhixiong Huang and
                  Fenghao Lei and
                  Yucun Zhong and
                  Yiming Yang and
                  Cong Fang and
                  Shiting Wen and
                  Binbin Zhou and
                  Zhouchen Lin},
  title        = {Policy Representation via Diffusion Probability Model for Reinforcement
                  Learning},
  journal      = {CoRR},
  volume       = {abs/2305.13122},
  year         = {2023},
  url          = {https://doi.org/10.48550/arXiv.2305.13122},
  doi          = {10.48550/ARXIV.2305.13122},
  eprinttype    = {arXiv},
  eprint       = {2305.13122},
  timestamp    = {Sun, 12 Nov 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2305-13122.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2305-18507,
  author       = {Yi Hu and
                  Haotong Yang and
                  Zhouchen Lin and
                  Muhan Zhang},
  title        = {Code Prompting: a Neural Symbolic Method for Complex Reasoning in
                  Large Language Models},
  journal      = {CoRR},
  volume       = {abs/2305.18507},
  year         = {2023},
  url          = {https://doi.org/10.48550/arXiv.2305.18507},
  doi          = {10.48550/ARXIV.2305.18507},
  eprinttype    = {arXiv},
  eprint       = {2305.18507},
  timestamp    = {Wed, 07 Jun 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2305-18507.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2306-12070,
  author       = {Jianghui Wang and
                  Cheng Yang and
                  Xingyu Xie and
                  Cong Fang and
                  Zhouchen Lin},
  title        = {Task-Robust Pre-Training for Worst-Case Downstream Adaptation},
  journal      = {CoRR},
  volume       = {abs/2306.12070},
  year         = {2023},
  url          = {https://doi.org/10.48550/arXiv.2306.12070},
  doi          = {10.48550/ARXIV.2306.12070},
  eprinttype    = {arXiv},
  eprint       = {2306.12070},
  timestamp    = {Fri, 23 Jun 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2306-12070.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2308-01746,
  author       = {Yibo Yang and
                  Haobo Yuan and
                  Xiangtai Li and
                  Jianlong Wu and
                  Lefei Zhang and
                  Zhouchen Lin and
                  Philip H. S. Torr and
                  Dacheng Tao and
                  Bernard Ghanem},
  title        = {Neural Collapse Terminus: {A} Unified Solution for Class Incremental
                  Learning and Its Variants},
  journal      = {CoRR},
  volume       = {abs/2308.01746},
  year         = {2023},
  url          = {https://doi.org/10.48550/arXiv.2308.01746},
  doi          = {10.48550/ARXIV.2308.01746},
  eprinttype    = {arXiv},
  eprint       = {2308.01746},
  timestamp    = {Sun, 12 Nov 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2308-01746.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2308-11290,
  author       = {Yuxuan Du and
                  Yibo Yang and
                  Tongliang Liu and
                  Zhouchen Lin and
                  Bernard Ghanem and
                  Dacheng Tao},
  title        = {ShadowNet for Data-Centric Quantum System Learning},
  journal      = {CoRR},
  volume       = {abs/2308.11290},
  year         = {2023},
  url          = {https://doi.org/10.48550/arXiv.2308.11290},
  doi          = {10.48550/ARXIV.2308.11290},
  eprinttype    = {arXiv},
  eprint       = {2308.11290},
  timestamp    = {Fri, 25 Aug 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2308-11290.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2309-13307,
  author       = {Pengyun Yue and
                  Hanzhen Zhao and
                  Cong Fang and
                  Di He and
                  Liwei Wang and
                  Zhouchen Lin and
                  Song{-}Chun Zhu},
  title        = {{CORE:} Common Random Reconstruction for Distributed Optimization
                  with Provable Low Communication Complexity},
  journal      = {CoRR},
  volume       = {abs/2309.13307},
  year         = {2023},
  url          = {https://doi.org/10.48550/arXiv.2309.13307},
  doi          = {10.48550/ARXIV.2309.13307},
  eprinttype    = {arXiv},
  eprint       = {2309.13307},
  timestamp    = {Wed, 24 Jan 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2309-13307.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2310-05452,
  author       = {Haotong Yang and
                  Fanxu Meng and
                  Zhouchen Lin and
                  Muhan Zhang},
  title        = {Explaining the Complex Task Reasoning of Large Language Models with
                  Template-Content Structure},
  journal      = {CoRR},
  volume       = {abs/2310.05452},
  year         = {2023},
  url          = {https://doi.org/10.48550/arXiv.2310.05452},
  doi          = {10.48550/ARXIV.2310.05452},
  eprinttype    = {arXiv},
  eprint       = {2310.05452},
  timestamp    = {Tue, 24 Oct 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2310-05452.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2310-19360,
  author       = {Yifei Wang and
                  Liangchen Li and
                  Jiansheng Yang and
                  Zhouchen Lin and
                  Yisen Wang},
  title        = {Balance, Imbalance, and Rebalance: Understanding Robust Overfitting
                  from a Minimax Game Perspective},
  journal      = {CoRR},
  volume       = {abs/2310.19360},
  year         = {2023},
  url          = {https://doi.org/10.48550/arXiv.2310.19360},
  doi          = {10.48550/ARXIV.2310.19360},
  eprinttype    = {arXiv},
  eprint       = {2310.19360},
  timestamp    = {Thu, 02 Nov 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2310-19360.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@book{DBLP:books/sp/LinLF22,
  author       = {Zhouchen Lin and
                  Huan Li and
                  Cong Fang},
  title        = {Alternating Direction Method of Multipliers for Machine Learning},
  publisher    = {Springer},
  year         = {2022},
  url          = {https://doi.org/10.1007/978-981-16-9840-8},
  doi          = {10.1007/978-981-16-9840-8},
  isbn         = {978-981-16-9839-2},
  timestamp    = {Tue, 05 Jul 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/books/sp/LinLF22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/HangCYL22,
  author       = {Hanyuan Hang and
                  Yuchao Cai and
                  Hanfang Yang and
                  Zhouchen Lin},
  title        = {Under-bagging Nearest Neighbors for Imbalanced Classification},
  journal      = {J. Mach. Learn. Res.},
  volume       = {23},
  pages        = {118:1--118:63},
  year         = {2022},
  url          = {http://jmlr.org/papers/v23/21-0904.html},
  timestamp    = {Wed, 07 Jun 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/jmlr/HangCYL22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/0007LF22,
  author       = {Huan Li and
                  Zhouchen Lin and
                  Yongchun Fang},
  title        = {Variance Reduced {EXTRA} and DIGing and Their Optimal Acceleration
                  for Strongly Convex Decentralized Optimization},
  journal      = {J. Mach. Learn. Res.},
  volume       = {23},
  pages        = {222:1--222:41},
  year         = {2022},
  url          = {http://jmlr.org/papers/v23/20-1130.html},
  timestamp    = {Wed, 07 Jun 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/jmlr/0007LF22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/nn/MengYXWLL22,
  author       = {Qingyan Meng and
                  Shen Yan and
                  Mingqing Xiao and
                  Yisen Wang and
                  Zhouchen Lin and
                  Zhi{-}Quan Luo},
  title        = {Training much deeper spiking neural networks with a small number of
                  time-steps},
  journal      = {Neural Networks},
  volume       = {153},
  pages        = {254--268},
  year         = {2022},
  url          = {https://doi.org/10.1016/j.neunet.2022.06.001},
  doi          = {10.1016/J.NEUNET.2022.06.001},
  timestamp    = {Sat, 10 Sep 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/nn/MengYXWLL22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pami/LiXFDXL22,
  author       = {Jia Li and
                  Mingqing Xiao and
                  Cong Fang and
                  Yue Dai and
                  Chao Xu and
                  Zhouchen Lin},
  title        = {Training Neural Networks by Lifted Proximal Operator Machines},
  journal      = {{IEEE} Trans. Pattern Anal. Mach. Intell.},
  volume       = {44},
  number       = {6},
  pages        = {3334--3348},
  year         = {2022},
  url          = {https://doi.org/10.1109/TPAMI.2020.3048430},
  doi          = {10.1109/TPAMI.2020.3048430},
  timestamp    = {Sat, 30 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/pami/LiXFDXL22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pami/WangCDL22,
  author       = {Shiping Wang and
                  Zhaoliang Chen and
                  Shide Du and
                  Zhouchen Lin},
  title        = {Learning Deep Sparse Regularizers With Applications to Multi-View
                  Clustering and Semi-Supervised Classification},
  journal      = {{IEEE} Trans. Pattern Anal. Mach. Intell.},
  volume       = {44},
  number       = {9},
  pages        = {5042--5055},
  year         = {2022},
  url          = {https://doi.org/10.1109/TPAMI.2021.3082632},
  doi          = {10.1109/TPAMI.2021.3082632},
  timestamp    = {Thu, 25 Aug 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/pami/WangCDL22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pami/ZhouYLH22,
  author       = {Pan Zhou and
                  Xiao{-}Tong Yuan and
                  Zhouchen Lin and
                  Steven C. H. Hoi},
  title        = {A Hybrid Stochastic-Deterministic Minibatch Proximal Gradient Method
                  for Efficient Optimization and Generalization},
  journal      = {{IEEE} Trans. Pattern Anal. Mach. Intell.},
  volume       = {44},
  number       = {10},
  pages        = {5933--5946},
  year         = {2022},
  url          = {https://doi.org/10.1109/TPAMI.2021.3087328},
  doi          = {10.1109/TPAMI.2021.3087328},
  timestamp    = {Thu, 22 Sep 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/pami/ZhouYLH22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pami/LiuGZML22,
  author       = {Risheng Liu and
                  Jiaxin Gao and
                  Jin Zhang and
                  Deyu Meng and
                  Zhouchen Lin},
  title        = {Investigating Bi-Level Optimization for Learning and Vision From a
                  Unified Perspective: {A} Survey and Beyond},
  journal      = {{IEEE} Trans. Pattern Anal. Mach. Intell.},
  volume       = {44},
  number       = {12},
  pages        = {10045--10067},
  year         = {2022},
  url          = {https://doi.org/10.1109/TPAMI.2021.3132674},
  doi          = {10.1109/TPAMI.2021.3132674},
  timestamp    = {Mon, 05 Dec 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/pami/LiuGZML22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bigdataconf/ChenWWCTYL22,
  author       = {Qi Chen and
                  Yifei Wang and
                  Yisen Wang and
                  Jianlong Chang and
                  Qi Tian and
                  Jiansheng Yang and
                  Zhouchen Lin},
  editor       = {Shusaku Tsumoto and
                  Yukio Ohsawa and
                  Lei Chen and
                  Dirk Van den Poel and
                  Xiaohua Hu and
                  Yoichi Motomura and
                  Takuya Takagi and
                  Lingfei Wu and
                  Ying Xie and
                  Akihiro Abe and
                  Vijay Raghavan},
  title        = {Efficient and Scalable Implicit Graph Neural Networks with Virtual
                  Equilibrium},
  booktitle    = {{IEEE} International Conference on Big Data, Big Data 2022, Osaka,
                  Japan, December 17-20, 2022},
  pages        = {864--873},
  publisher    = {{IEEE}},
  year         = {2022},
  url          = {https://doi.org/10.1109/BigData55660.2022.10020519},
  doi          = {10.1109/BIGDATA55660.2022.10020519},
  timestamp    = {Fri, 18 Aug 2023 17:39:03 +0200},
  biburl       = {https://dblp.org/rec/conf/bigdataconf/ChenWWCTYL22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/KeLLZJ22,
  author       = {Nan Ke and
                  Tong Lin and
                  Zhouchen Lin and
                  Xiao{-}Hua Zhou and
                  Taoyun Ji},
  editor       = {Mohammad Al Hasan and
                  Li Xiong},
  title        = {Convolutional Transformer Networks for Epileptic Seizure Detection},
  booktitle    = {Proceedings of the 31st {ACM} International Conference on Information
                  {\&} Knowledge Management, Atlanta, GA, USA, October 17-21, 2022},
  pages        = {4109--4113},
  publisher    = {{ACM}},
  year         = {2022},
  url          = {https://doi.org/10.1145/3511808.3557568},
  doi          = {10.1145/3511808.3557568},
  timestamp    = {Mon, 27 Mar 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/cikm/KeLLZJ22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/Meng0Y0LL22,
  author       = {Qingyan Meng and
                  Mingqing Xiao and
                  Shen Yan and
                  Yisen Wang and
                  Zhouchen Lin and
                  Zhi{-}Quan Luo},
  title        = {Training High-Performance Low-Latency Spiking Neural Networks by Differentiation
                  on Spike Representation},
  booktitle    = {{IEEE/CVF} Conference on Computer Vision and Pattern Recognition,
                  {CVPR} 2022, New Orleans, LA, USA, June 18-24, 2022},
  pages        = {12434--12443},
  publisher    = {{IEEE}},
  year         = {2022},
  url          = {https://doi.org/10.1109/CVPR52688.2022.01212},
  doi          = {10.1109/CVPR52688.2022.01212},
  timestamp    = {Wed, 05 Oct 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/cvpr/Meng0Y0LL22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/00010YL22,
  author       = {Yifei Wang and
                  Yisen Wang and
                  Jiansheng Yang and
                  Zhouchen Lin},
  title        = {A Unified Contrastive Energy-based Model for Understanding the Generative
                  Ability of Adversarial Training},
  booktitle    = {The Tenth International Conference on Learning Representations, {ICLR}
                  2022, Virtual Event, April 25-29, 2022},
  publisher    = {OpenReview.net},
  year         = {2022},
  url          = {https://openreview.net/forum?id=XhF2VOMRHS},
  timestamp    = {Sat, 20 Aug 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/iclr/00010YL22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/0001Z0YL22,
  author       = {Yifei Wang and
                  Qi Zhang and
                  Yisen Wang and
                  Jiansheng Yang and
                  Zhouchen Lin},
  title        = {Chaos is a Ladder: {A} New Theoretical Understanding of Contrastive
                  Learning via Augmentation Overlap},
  booktitle    = {The Tenth International Conference on Learning Representations, {ICLR}
                  2022, Virtual Event, April 25-29, 2022},
  publisher    = {OpenReview.net},
  year         = {2022},
  url          = {https://openreview.net/forum?id=ECvgmYVyeUz},
  timestamp    = {Sat, 20 Aug 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/iclr/0001Z0YL22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/Li0XL22,
  author       = {Mingjie Li and
                  Yisen Wang and
                  Xingyu Xie and
                  Zhouchen Lin},
  title        = {Optimization inspired Multi-Branch Equilibrium Models},
  booktitle    = {The Tenth International Conference on Learning Representations, {ICLR}
                  2022, Virtual Event, April 25-29, 2022},
  publisher    = {OpenReview.net},
  year         = {2022},
  url          = {https://openreview.net/forum?id=nbC8iTTXIrk},
  timestamp    = {Sat, 30 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/iclr/Li0XL22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ChenW0YL22,
  author       = {Qi Chen and
                  Yifei Wang and
                  Yisen Wang and
                  Jiansheng Yang and
                  Zhouchen Lin},
  editor       = {Kamalika Chaudhuri and
                  Stefanie Jegelka and
                  Le Song and
                  Csaba Szepesv{\'{a}}ri and
                  Gang Niu and
                  Sivan Sabato},
  title        = {Optimization-Induced Graph Implicit Nonlinear Diffusion},
  booktitle    = {International Conference on Machine Learning, {ICML} 2022, 17-23 July
                  2022, Baltimore, Maryland, {USA}},
  series       = {Proceedings of Machine Learning Research},
  volume       = {162},
  pages        = {3648--3661},
  publisher    = {{PMLR}},
  year         = {2022},
  url          = {https://proceedings.mlr.press/v162/chen22z.html},
  timestamp    = {Fri, 05 Aug 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/icml/ChenW0YL22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/LiGWWL22,
  author       = {Mingjie Li and
                  Xiaojun Guo and
                  Yifei Wang and
                  Yisen Wang and
                  Zhouchen Lin},
  editor       = {Kamalika Chaudhuri and
                  Stefanie Jegelka and
                  Le Song and
                  Csaba Szepesv{\'{a}}ri and
                  Gang Niu and
                  Sivan Sabato},
  title        = {G\({}^{\mbox{2}}\)CN: Graph Gaussian Convolution Networks with Concentrated
                  Graph Filters},
  booktitle    = {International Conference on Machine Learning, {ICML} 2022, 17-23 July
                  2022, Baltimore, Maryland, {USA}},
  series       = {Proceedings of Machine Learning Research},
  volume       = {162},
  pages        = {12782--12796},
  publisher    = {{PMLR}},
  year         = {2022},
  url          = {https://proceedings.mlr.press/v162/li22h.html},
  timestamp    = {Sat, 30 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/icml/LiGWWL22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/0007L22,
  author       = {Huan Li and
                  Zhouchen Lin},
  editor       = {Kamalika Chaudhuri and
                  Stefanie Jegelka and
                  Le Song and
                  Csaba Szepesv{\'{a}}ri and
                  Gang Niu and
                  Sivan Sabato},
  title        = {Restarted Nonconvex Accelerated Gradient Descent: No More Polylogarithmic
                  Factor in the O({\(\epsilon\)}\({}^{\mbox{-7/4}}\)) Complexity},
  booktitle    = {International Conference on Machine Learning, {ICML} 2022, 17-23 July
                  2022, Baltimore, Maryland, {USA}},
  series       = {Proceedings of Machine Learning Research},
  volume       = {162},
  pages        = {12901--12916},
  publisher    = {{PMLR}},
  year         = {2022},
  url          = {https://proceedings.mlr.press/v162/li22o.html},
  timestamp    = {Tue, 12 Jul 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/icml/0007L22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/Li0L22,
  author       = {Mingjie Li and
                  Yisen Wang and
                  Zhouchen Lin},
  editor       = {Kamalika Chaudhuri and
                  Stefanie Jegelka and
                  Le Song and
                  Csaba Szepesv{\'{a}}ri and
                  Gang Niu and
                  Sivan Sabato},
  title        = {CerDEQ: Certifiable Deep Equilibrium Model},
  booktitle    = {International Conference on Machine Learning, {ICML} 2022, 17-23 July
                  2022, Baltimore, Maryland, {USA}},
  series       = {Proceedings of Machine Learning Research},
  volume       = {162},
  pages        = {12998--13013},
  publisher    = {{PMLR}},
  year         = {2022},
  url          = {https://proceedings.mlr.press/v162/li22t.html},
  timestamp    = {Sat, 30 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/icml/Li0L22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/0001SALL22,
  author       = {Yuanyuan Liu and
                  Fanhua Shang and
                  Weixin An and
                  Hongying Liu and
                  Zhouchen Lin},
  editor       = {Kamalika Chaudhuri and
                  Stefanie Jegelka and
                  Le Song and
                  Csaba Szepesv{\'{a}}ri and
                  Gang Niu and
                  Sivan Sabato},
  title        = {Kill a Bird with Two Stones: Closing the Convergence Gaps in Non-Strongly
                  Convex Optimization by Directly Accelerated {SVRG} with Double Compensation
                  and Snapshots},
  booktitle    = {International Conference on Machine Learning, {ICML} 2022, 17-23 July
                  2022, Baltimore, Maryland, {USA}},
  series       = {Proceedings of Machine Learning Research},
  volume       = {162},
  pages        = {14008--14035},
  publisher    = {{PMLR}},
  year         = {2022},
  url          = {https://proceedings.mlr.press/v162/liu22q.html},
  timestamp    = {Tue, 12 Jul 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/icml/0001SALL22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ShenHSML22,
  author       = {Zhengyang Shen and
                  Tao Hong and
                  Qi She and
                  Jinwen Ma and
                  Zhouchen Lin},
  editor       = {Kamalika Chaudhuri and
                  Stefanie Jegelka and
                  Le Song and
                  Csaba Szepesv{\'{a}}ri and
                  Gang Niu and
                  Sivan Sabato},
  title        = {PDO-s3DCNNs: Partial Differential Operator Based Steerable 3D CNNs},
  booktitle    = {International Conference on Machine Learning, {ICML} 2022, 17-23 July
                  2022, Baltimore, Maryland, {USA}},
  series       = {Proceedings of Machine Learning Research},
  volume       = {162},
  pages        = {19827--19846},
  publisher    = {{PMLR}},
  year         = {2022},
  url          = {https://proceedings.mlr.press/v162/shen22c.html},
  timestamp    = {Tue, 12 Jul 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/icml/ShenHSML22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/XiaoMZHL22,
  author       = {Mingqing Xiao and
                  Qingyan Meng and
                  Zongpeng Zhang and
                  Di He and
                  Zhouchen Lin},
  editor       = {Sanmi Koyejo and
                  S. Mohamed and
                  A. Agarwal and
                  Danielle Belgrave and
                  K. Cho and
                  A. Oh},
  title        = {Online Training Through Time for Spiking Neural Networks},
  booktitle    = {Advances in Neural Information Processing Systems 35: Annual Conference
                  on Neural Information Processing Systems 2022, NeurIPS 2022, New Orleans,
                  LA, USA, November 28 - December 9, 2022},
  year         = {2022},
  url          = {http://papers.nips.cc/paper\_files/paper/2022/hash/82846e19e6d42ebfd4ace4361def29ae-Abstract-Conference.html},
  timestamp    = {Mon, 08 Jan 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/nips/XiaoMZHL22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/YangCLXLT22,
  author       = {Yibo Yang and
                  Shixiang Chen and
                  Xiangtai Li and
                  Liang Xie and
                  Zhouchen Lin and
                  Dacheng Tao},
  editor       = {Sanmi Koyejo and
                  S. Mohamed and
                  A. Agarwal and
                  Danielle Belgrave and
                  K. Cho and
                  A. Oh},
  title        = {Inducing Neural Collapse in Imbalanced Learning: Do We Really Need
                  a Learnable Classifier at the End of Deep Neural Network?},
  booktitle    = {Advances in Neural Information Processing Systems 35: Annual Conference
                  on Neural Information Processing Systems 2022, NeurIPS 2022, New Orleans,
                  LA, USA, November 28 - December 9, 2022},
  year         = {2022},
  url          = {http://papers.nips.cc/paper\_files/paper/2022/hash/f7f5f501282771c96bb3fedcc96bedfe-Abstract-Conference.html},
  timestamp    = {Mon, 08 Jan 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/nips/YangCLXLT22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/YangLZ22,
  author       = {Haotong Yang and
                  Zhouchen Lin and
                  Muhan Zhang},
  editor       = {Sanmi Koyejo and
                  S. Mohamed and
                  A. Agarwal and
                  Danielle Belgrave and
                  K. Cho and
                  A. Oh},
  title        = {Rethinking Knowledge Graph Evaluation Under the Open-World Assumption},
  booktitle    = {Advances in Neural Information Processing Systems 35: Annual Conference
                  on Neural Information Processing Systems 2022, NeurIPS 2022, New Orleans,
                  LA, USA, November 28 - December 9, 2022},
  year         = {2022},
  url          = {http://papers.nips.cc/paper\_files/paper/2022/hash/378226e5df7eded3e401de5c9493143c-Abstract-Conference.html},
  timestamp    = {Mon, 08 Jan 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/nips/YangLZ22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/YangWYL22,
  author       = {Yibo Yang and
                  Hong Wang and
                  Haobo Yuan and
                  Zhouchen Lin},
  editor       = {Sanmi Koyejo and
                  S. Mohamed and
                  A. Agarwal and
                  Danielle Belgrave and
                  K. Cho and
                  A. Oh},
  title        = {Towards Theoretically Inspired Neural Initialization Optimization},
  booktitle    = {Advances in Neural Information Processing Systems 35: Annual Conference
                  on Neural Information Processing Systems 2022, NeurIPS 2022, New Orleans,
                  LA, USA, November 28 - December 9, 2022},
  year         = {2022},
  url          = {http://papers.nips.cc/paper\_files/paper/2022/hash/7886b9bafe76c52fd568db10ff9772df-Abstract-Conference.html},
  timestamp    = {Mon, 08 Jan 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/nips/YangWYL22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2201-11411,
  author       = {Huan Li and
                  Zhouchen Lin},
  title        = {Restarted Nonconvex Accelerated Gradient Descent: No More Polylogarithmic
                  Factor in the O({\(\epsilon\)}\({}^{\mbox{-7/4}}\)) Complexity},
  journal      = {CoRR},
  volume       = {abs/2201.11411},
  year         = {2022},
  url          = {https://arxiv.org/abs/2201.11411},
  eprinttype    = {arXiv},
  eprint       = {2201.11411},
  timestamp    = {Wed, 02 Feb 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2201-11411.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2203-09081,
  author       = {Yibo Yang and
                  Liang Xie and
                  Shixiang Chen and
                  Xiangtai Li and
                  Zhouchen Lin and
                  Dacheng Tao},
  title        = {Do We Really Need a Learnable Classifier at the End of Deep Neural
                  Network?},
  journal      = {CoRR},
  volume       = {abs/2203.09081},
  year         = {2022},
  url          = {https://doi.org/10.48550/arXiv.2203.09081},
  doi          = {10.48550/ARXIV.2203.09081},
  eprinttype    = {arXiv},
  eprint       = {2203.09081},
  timestamp    = {Mon, 28 Mar 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2203-09081.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2203-13455,
  author       = {Yifei Wang and
                  Yisen Wang and
                  Jiansheng Yang and
                  Zhouchen Lin},
  title        = {A Unified Contrastive Energy-based Model for Understanding the Generative
                  Ability of Adversarial Training},
  journal      = {CoRR},
  volume       = {abs/2203.13455},
  year         = {2022},
  url          = {https://doi.org/10.48550/arXiv.2203.13455},
  doi          = {10.48550/ARXIV.2203.13455},
  eprinttype    = {arXiv},
  eprint       = {2203.13455},
  timestamp    = {Fri, 05 Aug 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2203-13455.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2203-13457,
  author       = {Yifei Wang and
                  Qi Zhang and
                  Yisen Wang and
                  Jiansheng Yang and
                  Zhouchen Lin},
  title        = {Chaos is a Ladder: {A} New Theoretical Understanding of Contrastive
                  Learning via Augmentation Overlap},
  journal      = {CoRR},
  volume       = {abs/2203.13457},
  year         = {2022},
  url          = {https://doi.org/10.48550/arXiv.2203.13457},
  doi          = {10.48550/ARXIV.2203.13457},
  eprinttype    = {arXiv},
  eprint       = {2203.13457},
  timestamp    = {Fri, 05 Aug 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2203-13457.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2205-00459,
  author       = {Qingyan Meng and
                  Mingqing Xiao and
                  Shen Yan and
                  Yisen Wang and
                  Zhouchen Lin and
                  Zhi{-}Quan Luo},
  title        = {Training High-Performance Low-Latency Spiking Neural Networks by Differentiation
                  on Spike Representation},
  journal      = {CoRR},
  volume       = {abs/2205.00459},
  year         = {2022},
  url          = {https://doi.org/10.48550/arXiv.2205.00459},
  doi          = {10.48550/ARXIV.2205.00459},
  eprinttype    = {arXiv},
  eprint       = {2205.00459},
  timestamp    = {Tue, 03 May 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2205-00459.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2205-13214,
  author       = {Mingjie Li and
                  Hao Kong and
                  Zhouchen Lin},
  title        = {SymNMF-Net for The Symmetric {NMF} Problem},
  journal      = {CoRR},
  volume       = {abs/2205.13214},
  year         = {2022},
  url          = {https://doi.org/10.48550/arXiv.2205.13214},
  doi          = {10.48550/ARXIV.2205.13214},
  eprinttype    = {arXiv},
  eprint       = {2205.13214},
  timestamp    = {Sat, 30 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2205-13214.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2205-13814,
  author       = {Zenan Ling and
                  Xingyu Xie and
                  Qiuhao Wang and
                  Zongpeng Zhang and
                  Zhouchen Lin},
  title        = {Global Convergence of Over-parameterized Deep Equilibrium Models},
  journal      = {CoRR},
  volume       = {abs/2205.13814},
  year         = {2022},
  url          = {https://doi.org/10.48550/arXiv.2205.13814},
  doi          = {10.48550/ARXIV.2205.13814},
  eprinttype    = {arXiv},
  eprint       = {2205.13814},
  timestamp    = {Tue, 31 May 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2205-13814.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2206-09567,
  author       = {Yang Hu and
                  Xiyuan Wang and
                  Zhouchen Lin and
                  Pan Li and
                  Muhan Zhang},
  title        = {Two-Dimensional Weisfeiler-Lehman Graph Neural Networks for Link Prediction},
  journal      = {CoRR},
  volume       = {abs/2206.09567},
  year         = {2022},
  url          = {https://doi.org/10.48550/arXiv.2206.09567},
  doi          = {10.48550/ARXIV.2206.09567},
  eprinttype    = {arXiv},
  eprint       = {2206.09567},
  timestamp    = {Mon, 27 Jun 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2206-09567.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2206-14418,
  author       = {Qi Chen and
                  Yifei Wang and
                  Yisen Wang and
                  Jiansheng Yang and
                  Zhouchen Lin},
  title        = {Optimization-Induced Graph Implicit Nonlinear Diffusion},
  journal      = {CoRR},
  volume       = {abs/2206.14418},
  year         = {2022},
  url          = {https://doi.org/10.48550/arXiv.2206.14418},
  doi          = {10.48550/ARXIV.2206.14418},
  eprinttype    = {arXiv},
  eprint       = {2206.14418},
  timestamp    = {Fri, 05 Aug 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2206-14418.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2208-03720,
  author       = {Zhengyang Shen and
                  Tao Hong and
                  Qi She and
                  Jinwen Ma and
                  Zhouchen Lin},
  title        = {PDO-s3DCNNs: Partial Differential Operator Based Steerable 3D CNNs},
  journal      = {CoRR},
  volume       = {abs/2208.03720},
  year         = {2022},
  url          = {https://doi.org/10.48550/arXiv.2208.03720},
  doi          = {10.48550/ARXIV.2208.03720},
  eprinttype    = {arXiv},
  eprint       = {2208.03720},
  timestamp    = {Wed, 10 Aug 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2208-03720.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2208-06677,
  author       = {Xingyu Xie and
                  Pan Zhou and
                  Huan Li and
                  Zhouchen Lin and
                  Shuicheng Yan},
  title        = {Adan: Adaptive Nesterov Momentum Algorithm for Faster Optimizing Deep
                  Models},
  journal      = {CoRR},
  volume       = {abs/2208.06677},
  year         = {2022},
  url          = {https://doi.org/10.48550/arXiv.2208.06677},
  doi          = {10.48550/ARXIV.2208.06677},
  eprinttype    = {arXiv},
  eprint       = {2208.06677},
  timestamp    = {Tue, 16 Aug 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2208-06677.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2209-08858,
  author       = {Haotong Yang and
                  Zhouchen Lin and
                  Muhan Zhang},
  title        = {Rethinking Knowledge Graph Evaluation Under the Open-World Assumption},
  journal      = {CoRR},
  volume       = {abs/2209.08858},
  year         = {2022},
  url          = {https://doi.org/10.48550/arXiv.2209.08858},
  doi          = {10.48550/ARXIV.2209.08858},
  eprinttype    = {arXiv},
  eprint       = {2209.08858},
  timestamp    = {Wed, 28 Sep 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2209-08858.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2210-04188,
  author       = {Mingqing Xiao and
                  Shuxin Zheng and
                  Chang Liu and
                  Zhouchen Lin and
                  Tie{-}Yan Liu},
  title        = {Invertible Rescaling Network and Its Extensions},
  journal      = {CoRR},
  volume       = {abs/2210.04188},
  year         = {2022},
  url          = {https://doi.org/10.48550/arXiv.2210.04188},
  doi          = {10.48550/ARXIV.2210.04188},
  eprinttype    = {arXiv},
  eprint       = {2210.04188},
  timestamp    = {Thu, 13 Oct 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2210-04188.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2210-04195,
  author       = {Mingqing Xiao and
                  Qingyan Meng and
                  Zongpeng Zhang and
                  Di He and
                  Zhouchen Lin},
  title        = {Online Training Through Time for Spiking Neural Networks},
  journal      = {CoRR},
  volume       = {abs/2210.04195},
  year         = {2022},
  url          = {https://doi.org/10.48550/arXiv.2210.04195},
  doi          = {10.48550/ARXIV.2210.04195},
  eprinttype    = {arXiv},
  eprint       = {2210.04195},
  timestamp    = {Fri, 10 Nov 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2210-04195.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2210-05956,
  author       = {Yibo Yang and
                  Hong Wang and
                  Haobo Yuan and
                  Zhouchen Lin},
  title        = {Towards Theoretically Inspired Neural Initialization Optimization},
  journal      = {CoRR},
  volume       = {abs/2210.05956},
  year         = {2022},
  url          = {https://doi.org/10.48550/arXiv.2210.05956},
  doi          = {10.48550/ARXIV.2210.05956},
  eprinttype    = {arXiv},
  eprint       = {2210.05956},
  timestamp    = {Tue, 21 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2210-05956.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/iet-ipr/ShenYLZ21,
  author       = {Tiancheng Shen and
                  Yibo Yang and
                  Zhouchen Lin and
                  Mingbin Zhang},
  title        = {Recurrent learning with clique structures for prostate sparse-view
                  {CT} artifacts reduction},
  journal      = {{IET} Image Process.},
  volume       = {15},
  number       = {3},
  pages        = {648--655},
  year         = {2021},
  url          = {https://doi.org/10.1049/ipr2.12048},
  doi          = {10.1049/IPR2.12048},
  timestamp    = {Fri, 13 May 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/iet-ipr/ShenYLZ21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/HangLLW21,
  author       = {Hanyuan Hang and
                  Zhouchen Lin and
                  Xiaoyu Liu and
                  Hongwei Wen},
  title        = {Histogram Transform Ensembles for Large-scale Regression},
  journal      = {J. Mach. Learn. Res.},
  volume       = {22},
  pages        = {95:1--95:87},
  year         = {2021},
  url          = {http://jmlr.org/papers/v22/19-1004.html},
  timestamp    = {Mon, 31 Jan 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/jmlr/HangLLW21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/KongLL21,
  author       = {Hao Kong and
                  Canyi Lu and
                  Zhouchen Lin},
  title        = {Tensor Q-rank: new data dependent definition of tensor rank},
  journal      = {Mach. Learn.},
  volume       = {110},
  number       = {7},
  pages        = {1867--1900},
  year         = {2021},
  url          = {https://doi.org/10.1007/s10994-021-05987-8},
  doi          = {10.1007/S10994-021-05987-8},
  timestamp    = {Tue, 13 Jul 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/ml/KongLL21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pami/ZhouLFLY21,
  author       = {Pan Zhou and
                  Canyi Lu and
                  Jiashi Feng and
                  Zhouchen Lin and
                  Shuicheng Yan},
  title        = {Tensor Low-Rank Representation for Data Recovery and Clustering},
  journal      = {{IEEE} Trans. Pattern Anal. Mach. Intell.},
  volume       = {43},
  number       = {5},
  pages        = {1718--1732},
  year         = {2021},
  url          = {https://doi.org/10.1109/TPAMI.2019.2954874},
  doi          = {10.1109/TPAMI.2019.2954874},
  timestamp    = {Tue, 01 Jun 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/pami/ZhouLFLY21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pami/ZhangCGMXLP21,
  author       = {Xinbang Zhang and
                  Jianlong Chang and
                  Yiwen Guo and
                  Gaofeng Meng and
                  Shiming Xiang and
                  Zhouchen Lin and
                  Chunhong Pan},
  title        = {{DATA:} Differentiable ArchiTecture Approximation With Distribution
                  Guided Sampling},
  journal      = {{IEEE} Trans. Pattern Anal. Mach. Intell.},
  volume       = {43},
  number       = {9},
  pages        = {2905--2920},
  year         = {2021},
  url          = {https://doi.org/10.1109/TPAMI.2020.3020315},
  doi          = {10.1109/TPAMI.2020.3020315},
  timestamp    = {Wed, 16 Mar 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/pami/ZhangCGMXLP21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pami/LiuSLKJL21,
  author       = {Yuanyuan Liu and
                  Fanhua Shang and
                  Hongying Liu and
                  Lin Kong and
                  Licheng Jiao and
                  Zhouchen Lin},
  title        = {Accelerated Variance Reduction Stochastic {ADMM} for Large-Scale Machine
                  Learning},
  journal      = {{IEEE} Trans. Pattern Anal. Mach. Intell.},
  volume       = {43},
  number       = {12},
  pages        = {4242--4255},
  year         = {2021},
  url          = {https://doi.org/10.1109/TPAMI.2020.3000512},
  doi          = {10.1109/TPAMI.2020.3000512},
  timestamp    = {Wed, 16 Mar 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/pami/LiuSLKJL21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pr/WuXNLZ21,
  author       = {Jianlong Wu and
                  Xingxu Xie and
                  Liqiang Nie and
                  Zhouchen Lin and
                  Hongbin Zha},
  title        = {Reconstruction regularized low-rank subspace learning for cross-modal
                  retrieval},
  journal      = {Pattern Recognit.},
  volume       = {113},
  pages        = {107813},
  year         = {2021},
  url          = {https://doi.org/10.1016/j.patcog.2020.107813},
  doi          = {10.1016/J.PATCOG.2020.107813},
  timestamp    = {Tue, 23 Feb 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/pr/WuXNLZ21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tip/LiLYZCYTL21,
  author       = {Xiangtai Li and
                  Xia Li and
                  Ansheng You and
                  Li Zhang and
                  Guangliang Cheng and
                  Kuiyuan Yang and
                  Yunhai Tong and
                  Zhouchen Lin},
  title        = {Towards Efficient Scene Understanding via Squeeze Reasoning},
  journal      = {{IEEE} Trans. Image Process.},
  volume       = {30},
  pages        = {7050--7063},
  year         = {2021},
  url          = {https://doi.org/10.1109/TIP.2021.3099369},
  doi          = {10.1109/TIP.2021.3099369},
  timestamp    = {Thu, 07 Apr 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/tip/LiLYZCYTL21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/0001KS0LL21,
  author       = {Yangyang Li and
                  Lin Kong and
                  Fanhua Shang and
                  Yuanyuan Liu and
                  Hongying Liu and
                  Zhouchen Lin},
  title        = {Learned Extragradient {ISTA} with Interpretable Residual Structures
                  for Sparse Coding},
  booktitle    = {Thirty-Fifth {AAAI} Conference on Artificial Intelligence, {AAAI}
                  2021, Thirty-Third Conference on Innovative Applications of Artificial
                  Intelligence, {IAAI} 2021, The Eleventh Symposium on Educational Advances
                  in Artificial Intelligence, {EAAI} 2021, Virtual Event, February 2-9,
                  2021},
  pages        = {8501--8509},
  publisher    = {{AAAI} Press},
  year         = {2021},
  url          = {https://doi.org/10.1609/aaai.v35i10.17032},
  doi          = {10.1609/AAAI.V35I10.17032},
  timestamp    = {Mon, 04 Sep 2023 12:29:24 +0200},
  biburl       = {https://dblp.org/rec/conf/aaai/0001KS0LL21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/ShenSLM21,
  author       = {Zhengyang Shen and
                  Tiancheng Shen and
                  Zhouchen Lin and
                  Jinwen Ma},
  title        = {PDO-eS2CNNs: Partial Differential Operator Based Equivariant Spherical
                  CNNs},
  booktitle    = {Thirty-Fifth {AAAI} Conference on Artificial Intelligence, {AAAI}
                  2021, Thirty-Third Conference on Innovative Applications of Artificial
                  Intelligence, {IAAI} 2021, The Eleventh Symposium on Educational Advances
                  in Artificial Intelligence, {EAAI} 2021, Virtual Event, February 2-9,
                  2021},
  pages        = {9585--9593},
  publisher    = {{AAAI} Press},
  year         = {2021},
  url          = {https://doi.org/10.1609/aaai.v35i11.17154},
  doi          = {10.1609/AAAI.V35I11.17154},
  timestamp    = {Mon, 04 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/aaai/ShenSLM21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/LiHLLCSWTL21,
  author       = {Xiangtai Li and
                  Hao He and
                  Xia Li and
                  Duo Li and
                  Guangliang Cheng and
                  Jianping Shi and
                  Lubin Weng and
                  Yunhai Tong and
                  Zhouchen Lin},
  title        = {PointFlow: Flowing Semantics Through Points for Aerial Image Segmentation},
  booktitle    = {{IEEE} Conference on Computer Vision and Pattern Recognition, {CVPR}
                  2021, virtual, June 19-25, 2021},
  pages        = {4217--4226},
  publisher    = {Computer Vision Foundation / {IEEE}},
  year         = {2021},
  url          = {https://openaccess.thecvf.com/content/CVPR2021/html/Li\_PointFlow\_Flowing\_Semantics\_Through\_Points\_for\_Aerial\_Image\_Segmentation\_CVPR\_2021\_paper.html},
  doi          = {10.1109/CVPR46437.2021.00420},
  timestamp    = {Thu, 01 Feb 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/cvpr/LiHLLCSWTL21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/YangYL00L21,
  author       = {Yibo Yang and
                  Shan You and
                  Hongyang Li and
                  Fei Wang and
                  Chen Qian and
                  Zhouchen Lin},
  title        = {Towards Improving the Consistency, Efficiency, and Flexibility of
                  Differentiable Neural Architecture Search},
  booktitle    = {{IEEE} Conference on Computer Vision and Pattern Recognition, {CVPR}
                  2021, virtual, June 19-25, 2021},
  pages        = {6667--6676},
  publisher    = {Computer Vision Foundation / {IEEE}},
  year         = {2021},
  url          = {https://openaccess.thecvf.com/content/CVPR2021/html/Yang\_Towards\_Improving\_the\_Consistency\_Efficiency\_and\_Flexibility\_of\_Differentiable\_Neural\_CVPR\_2021\_paper.html},
  doi          = {10.1109/CVPR46437.2021.00660},
  timestamp    = {Mon, 18 Jul 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/cvpr/YangYL00L21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccv/ZhongW0HDNL021,
  author       = {Huasong Zhong and
                  Jianlong Wu and
                  Chong Chen and
                  Jianqiang Huang and
                  Minghua Deng and
                  Liqiang Nie and
                  Zhouchen Lin and
                  Xian{-}Sheng Hua},
  title        = {Graph Contrastive Clustering},
  booktitle    = {2021 {IEEE/CVF} International Conference on Computer Vision, {ICCV}
                  2021, Montreal, QC, Canada, October 10-17, 2021},
  pages        = {9204--9213},
  publisher    = {{IEEE}},
  year         = {2021},
  url          = {https://doi.org/10.1109/ICCV48922.2021.00909},
  doi          = {10.1109/ICCV48922.2021.00909},
  timestamp    = {Fri, 11 Mar 2022 10:01:27 +0100},
  biburl       = {https://dblp.org/rec/conf/iccv/ZhongW0HDNL021.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/GengGCLWL21,
  author       = {Zhengyang Geng and
                  Meng{-}Hao Guo and
                  Hongxu Chen and
                  Xia Li and
                  Ke Wei and
                  Zhouchen Lin},
  title        = {Is Attention Better Than Matrix Decomposition?},
  booktitle    = {9th International Conference on Learning Representations, {ICLR} 2021,
                  Virtual Event, Austria, May 3-7, 2021},
  publisher    = {OpenReview.net},
  year         = {2021},
  url          = {https://openreview.net/forum?id=1FvkSpWosOl},
  timestamp    = {Wed, 23 Jun 2021 17:36:39 +0200},
  biburl       = {https://dblp.org/rec/conf/iclr/GengGCLWL21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/SunZL21,
  author       = {Ke Sun and
                  Zhanxing Zhu and
                  Zhouchen Lin},
  title        = {AdaGCN: Adaboosting Graph Convolutional Networks into Deep Models},
  booktitle    = {9th International Conference on Learning Representations, {ICLR} 2021,
                  Virtual Event, Austria, May 3-7, 2021},
  publisher    = {OpenReview.net},
  year         = {2021},
  url          = {https://openreview.net/forum?id=QkRbdiiEjM},
  timestamp    = {Thu, 04 Nov 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/iclr/SunZL21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/CuiH0L21,
  author       = {Jingyi Cui and
                  Hanyuan Hang and
                  Yisen Wang and
                  Zhouchen Lin},
  editor       = {Marina Meila and
                  Tong Zhang},
  title        = {{GBHT:} Gradient Boosting Histogram Transform for Density Estimation},
  booktitle    = {Proceedings of the 38th International Conference on Machine Learning,
                  {ICML} 2021, 18-24 July 2021, Virtual Event},
  series       = {Proceedings of Machine Learning Research},
  volume       = {139},
  pages        = {2233--2243},
  publisher    = {{PMLR}},
  year         = {2021},
  url          = {http://proceedings.mlr.press/v139/cui21c.html},
  timestamp    = {Wed, 25 Aug 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/icml/CuiH0L21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/FengLZZZZ21,
  author       = {Ruili Feng and
                  Zhouchen Lin and
                  Jiapeng Zhu and
                  Deli Zhao and
                  Jingren Zhou and
                  Zheng{-}Jun Zha},
  editor       = {Marina Meila and
                  Tong Zhang},
  title        = {Uncertainty Principles of Encoding GANs},
  booktitle    = {Proceedings of the 38th International Conference on Machine Learning,
                  {ICML} 2021, 18-24 July 2021, Virtual Event},
  series       = {Proceedings of Machine Learning Research},
  volume       = {139},
  pages        = {3240--3251},
  publisher    = {{PMLR}},
  year         = {2021},
  url          = {http://proceedings.mlr.press/v139/feng21c.html},
  timestamp    = {Wed, 25 Aug 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/icml/FengLZZZZ21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/WenCHL0L21,
  author       = {Hongwei Wen and
                  Jingyi Cui and
                  Hanyuan Hang and
                  Jiabin Liu and
                  Yisen Wang and
                  Zhouchen Lin},
  editor       = {Marina Meila and
                  Tong Zhang},
  title        = {Leveraged Weighted Loss for Partial Label Learning},
  booktitle    = {Proceedings of the 38th International Conference on Machine Learning,
                  {ICML} 2021, 18-24 July 2021, Virtual Event},
  series       = {Proceedings of Machine Learning Research},
  volume       = {139},
  pages        = {11091--11100},
  publisher    = {{PMLR}},
  year         = {2021},
  url          = {http://proceedings.mlr.press/v139/wen21a.html},
  timestamp    = {Wed, 25 Aug 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/icml/WenCHL0L21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ictai/KeLL21,
  author       = {Nan Ke and
                  Tong Lin and
                  Zhouchen Lin},
  title        = {Channel-Weighted Squeeze-and-Excitation Networks For Epileptic Seizure
                  Detection},
  booktitle    = {33rd {IEEE} International Conference on Tools with Artificial Intelligence,
                  {ICTAI} 2021, Washington, DC, USA, November 1-3, 2021},
  pages        = {666--673},
  publisher    = {{IEEE}},
  year         = {2021},
  url          = {https://doi.org/10.1109/ICTAI52525.2021.00106},
  doi          = {10.1109/ICTAI52525.2021.00106},
  timestamp    = {Mon, 27 Mar 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/ictai/KeLL21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/HeCSDWL21,
  author       = {Lingshen He and
                  Yuxuan Chen and
                  Zhengyang Shen and
                  Yiming Dong and
                  Yisen Wang and
                  Zhouchen Lin},
  editor       = {Marc'Aurelio Ranzato and
                  Alina Beygelzimer and
                  Yann N. Dauphin and
                  Percy Liang and
                  Jennifer Wortman Vaughan},
  title        = {Efficient Equivariant Network},
  booktitle    = {Advances in Neural Information Processing Systems 34: Annual Conference
                  on Neural Information Processing Systems 2021, NeurIPS 2021, December
                  6-14, 2021, virtual},
  pages        = {5290--5302},
  year         = {2021},
  url          = {https://proceedings.neurips.cc/paper/2021/hash/2a79ea27c279e471f4d180b08d62b00a-Abstract.html},
  timestamp    = {Tue, 03 May 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/nips/HeCSDWL21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/WangWYL21,
  author       = {Yifei Wang and
                  Yisen Wang and
                  Jiansheng Yang and
                  Zhouchen Lin},
  editor       = {Marc'Aurelio Ranzato and
                  Alina Beygelzimer and
                  Yann N. Dauphin and
                  Percy Liang and
                  Jennifer Wortman Vaughan},
  title        = {Dissecting the Diffusion Process in Linear Graph Convolutional Networks},
  booktitle    = {Advances in Neural Information Processing Systems 34: Annual Conference
                  on Neural Information Processing Systems 2021, NeurIPS 2021, December
                  6-14, 2021, virtual},
  pages        = {5758--5769},
  year         = {2021},
  url          = {https://proceedings.neurips.cc/paper/2021/hash/2d95666e2649fcfc6e3af75e09f5adb9-Abstract.html},
  timestamp    = {Fri, 05 Aug 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/nips/WangWYL21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/WangGJLWYL21,
  author       = {Yifei Wang and
                  Zhengyang Geng and
                  Feng Jiang and
                  Chuming Li and
                  Yisen Wang and
                  Jiansheng Yang and
                  Zhouchen Lin},
  editor       = {Marc'Aurelio Ranzato and
                  Alina Beygelzimer and
                  Yann N. Dauphin and
                  Percy Liang and
                  Jennifer Wortman Vaughan},
  title        = {Residual Relaxation for Multi-view Representation Learning},
  booktitle    = {Advances in Neural Information Processing Systems 34: Annual Conference
                  on Neural Information Processing Systems 2021, NeurIPS 2021, December
                  6-14, 2021, virtual},
  pages        = {12104--12115},
  year         = {2021},
  url          = {https://proceedings.neurips.cc/paper/2021/hash/6516c28727509c3db6280ae16254e916-Abstract.html},
  timestamp    = {Fri, 05 Aug 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/nips/WangGJLWYL21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/XiaoMZWL21,
  author       = {Mingqing Xiao and
                  Qingyan Meng and
                  Zongpeng Zhang and
                  Yisen Wang and
                  Zhouchen Lin},
  editor       = {Marc'Aurelio Ranzato and
                  Alina Beygelzimer and
                  Yann N. Dauphin and
                  Percy Liang and
                  Jennifer Wortman Vaughan},
  title        = {Training Feedback Spiking Neural Networks by Implicit Differentiation
                  on the Equilibrium State},
  booktitle    = {Advances in Neural Information Processing Systems 34: Annual Conference
                  on Neural Information Processing Systems 2021, NeurIPS 2021, December
                  6-14, 2021, virtual},
  pages        = {14516--14528},
  year         = {2021},
  url          = {https://proceedings.neurips.cc/paper/2021/hash/79a49b3e3762632813f9e35f4ba53d6c-Abstract.html},
  timestamp    = {Tue, 03 May 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/nips/XiaoMZWL21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/GengZBWL21,
  author       = {Zhengyang Geng and
                  Xin{-}Yu Zhang and
                  Shaojie Bai and
                  Yisen Wang and
                  Zhouchen Lin},
  editor       = {Marc'Aurelio Ranzato and
                  Alina Beygelzimer and
                  Yann N. Dauphin and
                  Percy Liang and
                  Jennifer Wortman Vaughan},
  title        = {On Training Implicit Models},
  booktitle    = {Advances in Neural Information Processing Systems 34: Annual Conference
                  on Neural Information Processing Systems 2021, NeurIPS 2021, December
                  6-14, 2021, virtual},
  pages        = {24247--24260},
  year         = {2021},
  url          = {https://proceedings.neurips.cc/paper/2021/hash/cb8da6767461f2812ae4290eac7cbc42-Abstract.html},
  timestamp    = {Tue, 03 May 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/nips/GengZBWL21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/HeDWTL21,
  author       = {Lingshen He and
                  Yiming Dong and
                  Yisen Wang and
                  Dacheng Tao and
                  Zhouchen Lin},
  editor       = {Marc'Aurelio Ranzato and
                  Alina Beygelzimer and
                  Yann N. Dauphin and
                  Percy Liang and
                  Jennifer Wortman Vaughan},
  title        = {Gauge Equivariant Transformer},
  booktitle    = {Advances in Neural Information Processing Systems 34: Annual Conference
                  on Neural Information Processing Systems 2021, NeurIPS 2021, December
                  6-14, 2021, virtual},
  pages        = {27331--27343},
  year         = {2021},
  url          = {https://proceedings.neurips.cc/paper/2021/hash/e57c6b956a6521b28495f2886ca0977a-Abstract.html},
  timestamp    = {Tue, 03 May 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/nips/HeDWTL21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/WangWYL21,
  author       = {Yifei Wang and
                  Yisen Wang and
                  Jiansheng Yang and
                  Zhouchen Lin},
  editor       = {Nuria Oliver and
                  Fernando P{\'{e}}rez{-}Cruz and
                  Stefan Kramer and
                  Jesse Read and
                  Jos{\'{e}} Antonio Lozano},
  title        = {Reparameterized Sampling for Generative Adversarial Networks},
  booktitle    = {Machine Learning and Knowledge Discovery in Databases. Research Track
                  - European Conference, {ECML} {PKDD} 2021, Bilbao, Spain, September
                  13-17, 2021, Proceedings, Part {III}},
  series       = {Lecture Notes in Computer Science},
  volume       = {12977},
  pages        = {494--509},
  publisher    = {Springer},
  year         = {2021},
  url          = {https://doi.org/10.1007/978-3-030-86523-8\_30},
  doi          = {10.1007/978-3-030-86523-8\_30},
  timestamp    = {Wed, 28 Jun 2023 16:19:42 +0200},
  biburl       = {https://dblp.org/rec/conf/pkdd/WangWYL21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigir/0008HLZLZ21,
  author       = {Yong Chen and
                  Yuqing Hou and
                  Shu Leng and
                  Qing Zhang and
                  Zhouchen Lin and
                  Dell Zhang},
  editor       = {Fernando Diaz and
                  Chirag Shah and
                  Torsten Suel and
                  Pablo Castells and
                  Rosie Jones and
                  Tetsuya Sakai},
  title        = {Long-Tail Hashing},
  booktitle    = {{SIGIR} '21: The 44th International {ACM} {SIGIR} Conference on Research
                  and Development in Information Retrieval, Virtual Event, Canada, July
                  11-15, 2021},
  pages        = {1328--1338},
  publisher    = {{ACM}},
  year         = {2021},
  url          = {https://doi.org/10.1145/3404835.3462888},
  doi          = {10.1145/3404835.3462888},
  timestamp    = {Thu, 15 Jul 2021 11:04:31 +0200},
  biburl       = {https://dblp.org/rec/conf/sigir/0008HLZLZ21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2101-11342,
  author       = {Yibo Yang and
                  Shan You and
                  Hongyang Li and
                  Fei Wang and
                  Chen Qian and
                  Zhouchen Lin},
  title        = {Towards Improving the Consistency, Efficiency, and Flexibility of
                  Differentiable Neural Architecture Search},
  journal      = {CoRR},
  volume       = {abs/2101.11342},
  year         = {2021},
  url          = {https://arxiv.org/abs/2101.11342},
  eprinttype    = {arXiv},
  eprint       = {2101.11342},
  timestamp    = {Sun, 31 Jan 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2101-11342.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2101-11517,
  author       = {Risheng Liu and
                  Jiaxin Gao and
                  Jin Zhang and
                  Deyu Meng and
                  Zhouchen Lin},
  title        = {Investigating Bi-Level Optimization for Learning and Vision from a
                  Unified Perspective: {A} Survey and Beyond},
  journal      = {CoRR},
  volume       = {abs/2101.11517},
  year         = {2021},
  url          = {https://arxiv.org/abs/2101.11517},
  eprinttype    = {arXiv},
  eprint       = {2101.11517},
  timestamp    = {Thu, 04 Feb 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2101-11517.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2102-10739,
  author       = {Yifei Wang and
                  Yisen Wang and
                  Jiansheng Yang and
                  Zhouchen Lin},
  title        = {Dissecting the Diffusion Process in Linear Graph Convolutional Networks},
  journal      = {CoRR},
  volume       = {abs/2102.10739},
  year         = {2021},
  url          = {https://arxiv.org/abs/2102.10739},
  eprinttype    = {arXiv},
  eprint       = {2102.10739},
  timestamp    = {Fri, 05 Aug 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2102-10739.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2103-06564,
  author       = {Xiangtai Li and
                  Hao He and
                  Xia Li and
                  Duo Li and
                  Guangliang Cheng and
                  Jianping Shi and
                  Lubin Weng and
                  Yunhai Tong and
                  Zhouchen Lin},
  title        = {PointFlow: Flowing Semantics Through Points for Aerial Image Segmentation},
  journal      = {CoRR},
  volume       = {abs/2103.06564},
  year         = {2021},
  url          = {https://arxiv.org/abs/2103.06564},
  eprinttype    = {arXiv},
  eprint       = {2103.06564},
  timestamp    = {Tue, 16 Mar 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2103-06564.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2104-01429,
  author       = {Huasong Zhong and
                  Jianlong Wu and
                  Chong Chen and
                  Jianqiang Huang and
                  Minghua Deng and
                  Liqiang Nie and
                  Zhouchen Lin and
                  Xian{-}Sheng Hua},
  title        = {Graph Contrastive Clustering},
  journal      = {CoRR},
  volume       = {abs/2104.01429},
  year         = {2021},
  url          = {https://arxiv.org/abs/2104.01429},
  eprinttype    = {arXiv},
  eprint       = {2104.01429},
  timestamp    = {Wed, 25 Aug 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2104-01429.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2104-02596,
  author       = {Huan Li and
                  Zhouchen Lin},
  title        = {Accelerated Gradient Tracking over Time-varying Graphs for Decentralized
                  Optimization},
  journal      = {CoRR},
  volume       = {abs/2104.02596},
  year         = {2021},
  url          = {https://arxiv.org/abs/2104.02596},
  eprinttype    = {arXiv},
  eprint       = {2104.02596},
  timestamp    = {Tue, 13 Apr 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2104-02596.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2104-03584,
  author       = {Zhengyang Shen and
                  Tiancheng Shen and
                  Zhouchen Lin and
                  Jinwen Ma},
  title        = {PDO-eS\({}^{\mbox{2}}\)CNNs: Partial Differential Operator Based Equivariant
                  Spherical CNNs},
  journal      = {CoRR},
  volume       = {abs/2104.03584},
  year         = {2021},
  url          = {https://arxiv.org/abs/2104.03584},
  eprinttype    = {arXiv},
  eprint       = {2104.03584},
  timestamp    = {Tue, 13 Apr 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2104-03584.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2105-13228,
  author       = {Xingyu Xie and
                  Qiuhao Wang and
                  Zenan Ling and
                  Xia Li and
                  Yisen Wang and
                  Guangcan Liu and
                  Zhouchen Lin},
  title        = {Optimization Induced Equilibrium Networks},
  journal      = {CoRR},
  volume       = {abs/2105.13228},
  year         = {2021},
  url          = {https://arxiv.org/abs/2105.13228},
  eprinttype    = {arXiv},
  eprint       = {2105.13228},
  timestamp    = {Tue, 01 Jun 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2105-13228.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2106-01986,
  author       = {Hanyuan Hang and
                  Tao Huang and
                  Yuchao Cai and
                  Hanfang Yang and
                  Zhouchen Lin},
  title        = {Gradient Boosted Binary Histogram Ensemble for Large-scale Regression},
  journal      = {CoRR},
  volume       = {abs/2106.01986},
  year         = {2021},
  url          = {https://arxiv.org/abs/2106.01986},
  eprinttype    = {arXiv},
  eprint       = {2106.01986},
  timestamp    = {Fri, 11 Jun 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2106-01986.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2106-05731,
  author       = {Hongwei Wen and
                  Jingyi Cui and
                  Hanyuan Hang and
                  Jiabin Liu and
                  Yisen Wang and
                  Zhouchen Lin},
  title        = {Leveraged Weighted Loss for Partial Label Learning},
  journal      = {CoRR},
  volume       = {abs/2106.05731},
  year         = {2021},
  url          = {https://arxiv.org/abs/2106.05731},
  eprinttype    = {arXiv},
  eprint       = {2106.05731},
  timestamp    = {Tue, 15 Jun 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2106-05731.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2106-05738,
  author       = {Jingyi Cui and
                  Hanyuan Hang and
                  Yisen Wang and
                  Zhouchen Lin},
  title        = {{GBHT:} Gradient Boosting Histogram Transform for Density Estimation},
  journal      = {CoRR},
  volume       = {abs/2106.05738},
  year         = {2021},
  url          = {https://arxiv.org/abs/2106.05738},
  eprinttype    = {arXiv},
  eprint       = {2106.05738},
  timestamp    = {Wed, 16 Jun 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2106-05738.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2106-09886,
  author       = {Qigong Sun and
                  Xiufang Li and
                  Fanhua Shang and
                  Hongying Liu and
                  Kang Yang and
                  Licheng Jiao and
                  Zhouchen Lin},
  title        = {Quantized Neural Networks via \{-1, +1\} Encoding Decomposition and
                  Acceleration},
  journal      = {CoRR},
  volume       = {abs/2106.09886},
  year         = {2021},
  url          = {https://arxiv.org/abs/2106.09886},
  eprinttype    = {arXiv},
  eprint       = {2106.09886},
  timestamp    = {Tue, 29 Jun 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2106-09886.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2107-00352,
  author       = {Yifei Wang and
                  Yisen Wang and
                  Jiansheng Yang and
                  Zhouchen Lin},
  title        = {Reparameterized Sampling for Generative Adversarial Networks},
  journal      = {CoRR},
  volume       = {abs/2107.00352},
  year         = {2021},
  url          = {https://arxiv.org/abs/2107.00352},
  eprinttype    = {arXiv},
  eprint       = {2107.00352},
  timestamp    = {Fri, 05 Aug 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2107-00352.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2109-00531,
  author       = {Hanyuan Hang and
                  Yuchao Cai and
                  Hanfang Yang and
                  Zhouchen Lin},
  title        = {Under-bagging Nearest Neighbors for Imbalanced Classification},
  journal      = {CoRR},
  volume       = {abs/2109.00531},
  year         = {2021},
  url          = {https://arxiv.org/abs/2109.00531},
  eprinttype    = {arXiv},
  eprint       = {2109.00531},
  timestamp    = {Wed, 22 Sep 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2109-00531.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2109-04553,
  author       = {Zhengyang Geng and
                  Meng{-}Hao Guo and
                  Hongxu Chen and
                  Xia Li and
                  Ke Wei and
                  Zhouchen Lin},
  title        = {Is Attention Better Than Matrix Decomposition?},
  journal      = {CoRR},
  volume       = {abs/2109.04553},
  year         = {2021},
  url          = {https://arxiv.org/abs/2109.04553},
  eprinttype    = {arXiv},
  eprint       = {2109.04553},
  timestamp    = {Tue, 21 Sep 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2109-04553.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2109-14247,
  author       = {Mingqing Xiao and
                  Qingyan Meng and
                  Zongpeng Zhang and
                  Yisen Wang and
                  Zhouchen Lin},
  title        = {Training Feedback Spiking Neural Networks by Implicit Differentiation
                  on the Equilibrium State},
  journal      = {CoRR},
  volume       = {abs/2109.14247},
  year         = {2021},
  url          = {https://arxiv.org/abs/2109.14247},
  eprinttype    = {arXiv},
  eprint       = {2109.14247},
  timestamp    = {Sun, 02 Oct 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2109-14247.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2110-15348,
  author       = {Yifei Wang and
                  Zhengyang Geng and
                  Feng Jiang and
                  Chuming Li and
                  Yisen Wang and
                  Jiansheng Yang and
                  Zhouchen Lin},
  title        = {Residual Relaxation for Multi-view Representation Learning},
  journal      = {CoRR},
  volume       = {abs/2110.15348},
  year         = {2021},
  url          = {https://arxiv.org/abs/2110.15348},
  eprinttype    = {arXiv},
  eprint       = {2110.15348},
  timestamp    = {Fri, 05 Aug 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2110-15348.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2111-01996,
  author       = {Ke Sun and
                  Mingjie Li and
                  Zhouchen Lin},
  title        = {Pareto Adversarial Robustness: Balancing Spatial Robustness and Sensitivity-based
                  Robustness},
  journal      = {CoRR},
  volume       = {abs/2111.01996},
  year         = {2021},
  url          = {https://arxiv.org/abs/2111.01996},
  eprinttype    = {arXiv},
  eprint       = {2111.01996},
  timestamp    = {Fri, 05 Nov 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2111-01996.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2111-05177,
  author       = {Zhengyang Geng and
                  Xin{-}Yu Zhang and
                  Shaojie Bai and
                  Yisen Wang and
                  Zhouchen Lin},
  title        = {On Training Implicit Models},
  journal      = {CoRR},
  volume       = {abs/2111.05177},
  year         = {2021},
  url          = {https://arxiv.org/abs/2111.05177},
  eprinttype    = {arXiv},
  eprint       = {2111.05177},
  timestamp    = {Wed, 10 Nov 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2111-05177.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@book{DBLP:books/sp/LinLF20,
  author       = {Zhouchen Lin and
                  Huan Li and
                  Cong Fang},
  title        = {Accelerated Optimization for Machine Learning - First-Order Algorithms},
  publisher    = {Springer},
  year         = {2020},
  url          = {https://doi.org/10.1007/978-981-15-2910-8},
  doi          = {10.1007/978-981-15-2910-8},
  isbn         = {978-981-15-2909-2},
  timestamp    = {Tue, 16 Jun 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/books/sp/LinLF20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/0007L20,
  author       = {Huan Li and
                  Zhouchen Lin},
  title        = {On the Complexity Analysis of the Primal Solutions for the Accelerated
                  Randomized Dual Coordinate Ascent},
  journal      = {J. Mach. Learn. Res.},
  volume       = {21},
  pages        = {33:1--33:45},
  year         = {2020},
  url          = {http://jmlr.org/papers/v21/18-425.html},
  timestamp    = {Thu, 18 Jun 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/jmlr/0007L20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/LiL20,
  author       = {Huan Li and
                  Zhouchen Lin},
  title        = {Provable accelerated gradient method for nonconvex low rank optimization},
  journal      = {Mach. Learn.},
  volume       = {109},
  number       = {1},
  pages        = {103--134},
  year         = {2020},
  url          = {https://doi.org/10.1007/s10994-019-05819-w},
  doi          = {10.1007/S10994-019-05819-W},
  timestamp    = {Mon, 02 Mar 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/ml/LiL20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pami/LuFCLLY20,
  author       = {Canyi Lu and
                  Jiashi Feng and
                  Yudong Chen and
                  Wei Liu and
                  Zhouchen Lin and
                  Shuicheng Yan},
  title        = {Tensor Robust Principal Component Analysis with a New Tensor Nuclear
                  Norm},
  journal      = {{IEEE} Trans. Pattern Anal. Mach. Intell.},
  volume       = {42},
  number       = {4},
  pages        = {925--938},
  year         = {2020},
  url          = {https://doi.org/10.1109/TPAMI.2019.2891760},
  doi          = {10.1109/TPAMI.2019.2891760},
  timestamp    = {Sat, 30 May 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/pami/LuFCLLY20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pami/LiuCHFLL20,
  author       = {Risheng Liu and
                  Shichao Cheng and
                  Yi He and
                  Xin Fan and
                  Zhouchen Lin and
                  Zhongxuan Luo},
  title        = {On the Convergence of Learning-Based Iterative Methods for Nonconvex
                  Inverse Problems},
  journal      = {{IEEE} Trans. Pattern Anal. Mach. Intell.},
  volume       = {42},
  number       = {12},
  pages        = {3027--3039},
  year         = {2020},
  url          = {https://doi.org/10.1109/TPAMI.2019.2920591},
  doi          = {10.1109/TPAMI.2019.2920591},
  timestamp    = {Thu, 11 Feb 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/pami/LiuCHFLL20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pieee/LiFL20,
  author       = {Huan Li and
                  Cong Fang and
                  Zhouchen Lin},
  title        = {Accelerated First-Order Optimization Algorithms for Machine Learning},
  journal      = {Proc. {IEEE}},
  volume       = {108},
  number       = {11},
  pages        = {2067--2082},
  year         = {2020},
  url          = {https://doi.org/10.1109/JPROC.2020.3007634},
  doi          = {10.1109/JPROC.2020.3007634},
  timestamp    = {Thu, 17 Dec 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/pieee/LiFL20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/siamjo/LiL20,
  author       = {Huan Li and
                  Zhouchen Lin},
  title        = {Revisiting {EXTRA} for Smooth Distributed Optimization},
  journal      = {{SIAM} J. Optim.},
  volume       = {30},
  number       = {3},
  pages        = {1795--1821},
  year         = {2020},
  url          = {https://doi.org/10.1137/18M122902X},
  doi          = {10.1137/18M122902X},
  timestamp    = {Wed, 10 Feb 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/siamjo/LiL20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tip/WeiWGNLC20,
  author       = {Yinwei Wei and
                  Xiang Wang and
                  Weili Guan and
                  Liqiang Nie and
                  Zhouchen Lin and
                  Baoquan Chen},
  title        = {Neural Multimodal Cooperative Learning Toward Micro-Video Understanding},
  journal      = {{IEEE} Trans. Image Process.},
  volume       = {29},
  pages        = {1--14},
  year         = {2020},
  url          = {https://doi.org/10.1109/TIP.2019.2923608},
  doi          = {10.1109/TIP.2019.2923608},
  timestamp    = {Mon, 31 Aug 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/tip/WeiWGNLC20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsp/LiFYL20,
  author       = {Huan Li and
                  Cong Fang and
                  Wotao Yin and
                  Zhouchen Lin},
  title        = {Decentralized Accelerated Gradient Methods With Increasing Penalty
                  Parameters},
  journal      = {{IEEE} Trans. Signal Process.},
  volume       = {68},
  pages        = {4855--4870},
  year         = {2020},
  url          = {https://doi.org/10.1109/TSP.2020.3018317},
  doi          = {10.1109/TSP.2020.3018317},
  timestamp    = {Tue, 06 Oct 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/tsp/LiFYL20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/SunLZ20,
  author       = {Ke Sun and
                  Zhouchen Lin and
                  Zhanxing Zhu},
  title        = {Multi-Stage Self-Supervised Learning for Graph Convolutional Networks
                  on Graphs with Few Labeled Nodes},
  booktitle    = {The Thirty-Fourth {AAAI} Conference on Artificial Intelligence, {AAAI}
                  2020, The Thirty-Second Innovative Applications of Artificial Intelligence
                  Conference, {IAAI} 2020, The Tenth {AAAI} Symposium on Educational
                  Advances in Artificial Intelligence, {EAAI} 2020, New York, NY, USA,
                  February 7-12, 2020},
  pages        = {5892--5899},
  publisher    = {{AAAI} Press},
  year         = {2020},
  url          = {https://doi.org/10.1609/aaai.v34i04.6048},
  doi          = {10.1609/AAAI.V34I04.6048},
  timestamp    = {Mon, 04 Sep 2023 12:29:24 +0200},
  biburl       = {https://dblp.org/rec/conf/aaai/SunLZ20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/WuXNLZ20,
  author       = {Jianlong Wu and
                  Xingyu Xie and
                  Liqiang Nie and
                  Zhouchen Lin and
                  Hongbin Zha},
  title        = {Unified Graph and Low-Rank Tensor Learning for Multi-View Clustering},
  booktitle    = {The Thirty-Fourth {AAAI} Conference on Artificial Intelligence, {AAAI}
                  2020, The Thirty-Second Innovative Applications of Artificial Intelligence
                  Conference, {IAAI} 2020, The Tenth {AAAI} Symposium on Educational
                  Advances in Artificial Intelligence, {EAAI} 2020, New York, NY, USA,
                  February 7-12, 2020},
  pages        = {6388--6395},
  publisher    = {{AAAI} Press},
  year         = {2020},
  url          = {https://doi.org/10.1609/aaai.v34i04.6109},
  doi          = {10.1609/AAAI.V34I04.6109},
  timestamp    = {Mon, 04 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/aaai/WuXNLZ20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/YangWLLSL20,
  author       = {Yibo Yang and
                  Jianlong Wu and
                  Hongyang Li and
                  Xia Li and
                  Tiancheng Shen and
                  Zhouchen Lin},
  title        = {Dynamical System Inspired Adaptive Time Stepping Controller for Residual
                  Network Families},
  booktitle    = {The Thirty-Fourth {AAAI} Conference on Artificial Intelligence, {AAAI}
                  2020, The Thirty-Second Innovative Applications of Artificial Intelligence
                  Conference, {IAAI} 2020, The Tenth {AAAI} Symposium on Educational
                  Advances in Artificial Intelligence, {EAAI} 2020, New York, NY, USA,
                  February 7-12, 2020},
  pages        = {6648--6655},
  publisher    = {{AAAI} Press},
  year         = {2020},
  url          = {https://doi.org/10.1609/aaai.v34i04.6141},
  doi          = {10.1609/AAAI.V34I04.6141},
  timestamp    = {Mon, 04 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/aaai/YangWLLSL20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/KaoLWLKH20,
  author       = {Yueying Kao and
                  Weiming Li and
                  Qiang Wang and
                  Zhouchen Lin and
                  Wooshik Kim and
                  Sunghoon Hong},
  title        = {Synthetic Depth Transfer for Monocular 3D Object Pose Estimation in
                  the Wild},
  booktitle    = {The Thirty-Fourth {AAAI} Conference on Artificial Intelligence, {AAAI}
                  2020, The Thirty-Second Innovative Applications of Artificial Intelligence
                  Conference, {IAAI} 2020, The Tenth {AAAI} Symposium on Educational
                  Advances in Artificial Intelligence, {EAAI} 2020, New York, NY, USA,
                  February 7-12, 2020},
  pages        = {11221--11228},
  publisher    = {{AAAI} Press},
  year         = {2020},
  url          = {https://doi.org/10.1609/aaai.v34i07.6781},
  doi          = {10.1609/AAAI.V34I07.6781},
  timestamp    = {Fri, 08 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/aaai/KaoLWLKH20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/YangLLZWL20,
  author       = {Yibo Yang and
                  Hongyang Li and
                  Xia Li and
                  Qijie Zhao and
                  Jianlong Wu and
                  Zhouchen Lin},
  title        = {SOGNet: Scene Overlap Graph Network for Panoptic Segmentation},
  booktitle    = {The Thirty-Fourth {AAAI} Conference on Artificial Intelligence, {AAAI}
                  2020, The Thirty-Second Innovative Applications of Artificial Intelligence
                  Conference, {IAAI} 2020, The Tenth {AAAI} Symposium on Educational
                  Advances in Artificial Intelligence, {EAAI} 2020, New York, NY, USA,
                  February 7-12, 2020},
  pages        = {12637--12644},
  publisher    = {{AAAI} Press},
  year         = {2020},
  url          = {https://doi.org/10.1609/aaai.v34i07.6955},
  doi          = {10.1609/AAAI.V34I07.6955},
  timestamp    = {Mon, 04 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/aaai/YangLLZWL20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/0005YZSLL20,
  author       = {Xia Li and
                  Yibo Yang and
                  Qijie Zhao and
                  Tiancheng Shen and
                  Zhouchen Lin and
                  Hong Liu},
  title        = {Spatial Pyramid Based Graph Reasoning for Semantic Segmentation},
  booktitle    = {2020 {IEEE/CVF} Conference on Computer Vision and Pattern Recognition,
                  {CVPR} 2020, Seattle, WA, USA, June 13-19, 2020},
  pages        = {8947--8956},
  publisher    = {Computer Vision Foundation / {IEEE}},
  year         = {2020},
  url          = {https://openaccess.thecvf.com/content\_CVPR\_2020/html/Li\_Spatial\_Pyramid\_Based\_Graph\_Reasoning\_for\_Semantic\_Segmentation\_CVPR\_2020\_paper.html},
  doi          = {10.1109/CVPR42600.2020.00897},
  timestamp    = {Tue, 31 Aug 2021 14:00:04 +0200},
  biburl       = {https://dblp.org/rec/conf/cvpr/0005YZSLL20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eccv/XiaoZLWHKBLL20,
  author       = {Mingqing Xiao and
                  Shuxin Zheng and
                  Chang Liu and
                  Yaolong Wang and
                  Di He and
                  Guolin Ke and
                  Jiang Bian and
                  Zhouchen Lin and
                  Tie{-}Yan Liu},
  editor       = {Andrea Vedaldi and
                  Horst Bischof and
                  Thomas Brox and
                  Jan{-}Michael Frahm},
  title        = {Invertible Image Rescaling},
  booktitle    = {Computer Vision - {ECCV} 2020 - 16th European Conference, Glasgow,
                  UK, August 23-28, 2020, Proceedings, Part {I}},
  series       = {Lecture Notes in Computer Science},
  volume       = {12346},
  pages        = {126--144},
  publisher    = {Springer},
  year         = {2020},
  url          = {https://doi.org/10.1007/978-3-030-58452-8\_8},
  doi          = {10.1007/978-3-030-58452-8\_8},
  timestamp    = {Fri, 10 Nov 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/eccv/XiaoZLWHKBLL20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eccv/LiLZCSLTT20,
  author       = {Xiangtai Li and
                  Xia Li and
                  Li Zhang and
                  Guangliang Cheng and
                  Jianping Shi and
                  Zhouchen Lin and
                  Shaohua Tan and
                  Yunhai Tong},
  editor       = {Andrea Vedaldi and
                  Horst Bischof and
                  Thomas Brox and
                  Jan{-}Michael Frahm},
  title        = {Improving Semantic Segmentation via Decoupled Body and Edge Supervision},
  booktitle    = {Computer Vision - {ECCV} 2020 - 16th European Conference, Glasgow,
                  UK, August 23-28, 2020, Proceedings, Part {XVII}},
  series       = {Lecture Notes in Computer Science},
  volume       = {12362},
  pages        = {435--452},
  publisher    = {Springer},
  year         = {2020},
  url          = {https://doi.org/10.1007/978-3-030-58520-4\_26},
  doi          = {10.1007/978-3-030-58520-4\_26},
  timestamp    = {Sat, 18 Feb 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/eccv/LiLZCSLTT20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/CaiHYL20,
  author       = {Yuchao Cai and
                  Hanyuan Hang and
                  Hanfang Yang and
                  Zhouchen Lin},
  title        = {Boosted Histogram Transform for Regression},
  booktitle    = {Proceedings of the 37th International Conference on Machine Learning,
                  {ICML} 2020, 13-18 July 2020, Virtual Event},
  series       = {Proceedings of Machine Learning Research},
  volume       = {119},
  pages        = {1251--1261},
  publisher    = {{PMLR}},
  year         = {2020},
  url          = {http://proceedings.mlr.press/v119/cai20a.html},
  timestamp    = {Tue, 15 Dec 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/icml/CaiHYL20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/LiHL20,
  author       = {Mingjie Li and
                  Lingshen He and
                  Zhouchen Lin},
  title        = {Implicit Euler Skip Connections: Enhancing Adversarial Robustness
                  via Numerical Stability},
  booktitle    = {Proceedings of the 37th International Conference on Machine Learning,
                  {ICML} 2020, 13-18 July 2020, Virtual Event},
  series       = {Proceedings of Machine Learning Research},
  volume       = {119},
  pages        = {5874--5883},
  publisher    = {{PMLR}},
  year         = {2020},
  url          = {http://proceedings.mlr.press/v119/li20e.html},
  timestamp    = {Sat, 30 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/icml/LiHL20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ShenHLM20,
  author       = {Zhengyang Shen and
                  Lingshen He and
                  Zhouchen Lin and
                  Jinwen Ma},
  title        = {PDO-eConvs: Partial Differential Operator Based Equivariant Convolutions},
  booktitle    = {Proceedings of the 37th International Conference on Machine Learning,
                  {ICML} 2020, 13-18 July 2020, Virtual Event},
  series       = {Proceedings of Machine Learning Research},
  volume       = {119},
  pages        = {8697--8706},
  publisher    = {{PMLR}},
  year         = {2020},
  url          = {http://proceedings.mlr.press/v119/shen20a.html},
  timestamp    = {Tue, 15 Dec 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/icml/ShenHLM20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/XieKWZLL20,
  author       = {Xingyu Xie and
                  Hao Kong and
                  Jianlong Wu and
                  Wayne Zhang and
                  Guangcan Liu and
                  Zhouchen Lin},
  title        = {Maximum-and-Concatenation Networks},
  booktitle    = {Proceedings of the 37th International Conference on Machine Learning,
                  {ICML} 2020, 13-18 July 2020, Virtual Event},
  series       = {Proceedings of Machine Learning Research},
  volume       = {119},
  pages        = {10483--10494},
  publisher    = {{PMLR}},
  year         = {2020},
  url          = {http://proceedings.mlr.press/v119/xie20b.html},
  timestamp    = {Tue, 15 Dec 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/icml/XieKWZLL20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/YangLY00L20,
  author       = {Yibo Yang and
                  Hongyang Li and
                  Shan You and
                  Fei Wang and
                  Chen Qian and
                  Zhouchen Lin},
  editor       = {Hugo Larochelle and
                  Marc'Aurelio Ranzato and
                  Raia Hadsell and
                  Maria{-}Florina Balcan and
                  Hsuan{-}Tien Lin},
  title        = {{ISTA-NAS:} Efficient and Consistent Neural Architecture Search by
                  Sparse Coding},
  booktitle    = {Advances in Neural Information Processing Systems 33: Annual Conference
                  on Neural Information Processing Systems 2020, NeurIPS 2020, December
                  6-12, 2020, virtual},
  year         = {2020},
  url          = {https://proceedings.neurips.cc/paper/2020/hash/76cf99d3614e23eabab16fb27e944bf9-Abstract.html},
  timestamp    = {Tue, 19 Jan 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/nips/YangLY00L20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2002-10110,
  author       = {Huan Li and
                  Zhouchen Lin},
  title        = {Revisiting {EXTRA} for Smooth Distributed Optimization},
  journal      = {CoRR},
  volume       = {abs/2002.10110},
  year         = {2020},
  url          = {https://arxiv.org/abs/2002.10110},
  eprinttype    = {arXiv},
  eprint       = {2002.10110},
  timestamp    = {Tue, 03 Mar 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2002-10110.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2003-10211,
  author       = {Xia Li and
                  Yibo Yang and
                  Qijie Zhao and
                  Tiancheng Shen and
                  Zhouchen Lin and
                  Hong Liu},
  title        = {Spatial Pyramid Based Graph Reasoning for Semantic Segmentation},
  journal      = {CoRR},
  volume       = {abs/2003.10211},
  year         = {2020},
  url          = {https://arxiv.org/abs/2003.10211},
  eprinttype    = {arXiv},
  eprint       = {2003.10211},
  timestamp    = {Thu, 26 Mar 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2003-10211.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2005-05650,
  author       = {Mingqing Xiao and
                  Shuxin Zheng and
                  Chang Liu and
                  Yaolong Wang and
                  Di He and
                  Guolin Ke and
                  Jiang Bian and
                  Zhouchen Lin and
                  Tie{-}Yan Liu},
  title        = {Invertible Image Rescaling},
  journal      = {CoRR},
  volume       = {abs/2005.05650},
  year         = {2020},
  url          = {https://arxiv.org/abs/2005.05650},
  eprinttype    = {arXiv},
  eprint       = {2005.05650},
  timestamp    = {Fri, 10 Nov 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2005-05650.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2006-07841,
  author       = {Bing Yu and
                  Ke Sun and
                  He Wang and
                  Zhouchen Lin and
                  Zhanxing Zhu},
  title        = {Classify and Generate Reciprocally: Simultaneous Positive-Unlabelled
                  Learning and Conditional Generation with Extra Data},
  journal      = {CoRR},
  volume       = {abs/2006.07841},
  year         = {2020},
  url          = {https://arxiv.org/abs/2006.07841},
  eprinttype    = {arXiv},
  eprint       = {2006.07841},
  timestamp    = {Thu, 04 Nov 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2006-07841.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2007-04630,
  author       = {Xingyu Xie and
                  Hao Kong and
                  Jianlong Wu and
                  Wayne Zhang and
                  Guangcan Liu and
                  Zhouchen Lin},
  title        = {Maximum-and-Concatenation Networks},
  journal      = {CoRR},
  volume       = {abs/2007.04630},
  year         = {2020},
  url          = {https://arxiv.org/abs/2007.04630},
  eprinttype    = {arXiv},
  eprint       = {2007.04630},
  timestamp    = {Mon, 20 Jul 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2007-04630.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2007-10035,
  author       = {Xiangtai Li and
                  Xia Li and
                  Li Zhang and
                  Guangliang Cheng and
                  Jianping Shi and
                  Zhouchen Lin and
                  Shaohua Tan and
                  Yunhai Tong},
  title        = {Improving Semantic Segmentation via Decoupled Body and Edge Supervision},
  journal      = {CoRR},
  volume       = {abs/2007.10035},
  year         = {2020},
  url          = {https://arxiv.org/abs/2007.10035},
  eprinttype    = {arXiv},
  eprint       = {2007.10035},
  timestamp    = {Sat, 18 Feb 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2007-10035.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2007-10408,
  author       = {Zhengyang Shen and
                  Lingshen He and
                  Zhouchen Lin and
                  Jinwen Ma},
  title        = {PDO-eConvs: Partial Differential Operator Based Equivariant Convolutions},
  journal      = {CoRR},
  volume       = {abs/2007.10408},
  year         = {2020},
  url          = {https://arxiv.org/abs/2007.10408},
  eprinttype    = {arXiv},
  eprint       = {2007.10408},
  timestamp    = {Tue, 28 Jul 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2007-10408.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2009-04373,
  author       = {Huan Li and
                  Zhouchen Lin and
                  Yongchun Fang},
  title        = {Optimal Accelerated Variance Reduced {EXTRA} and DIGing for Strongly
                  Convex and Smooth Decentralized Optimization},
  journal      = {CoRR},
  volume       = {abs/2009.04373},
  year         = {2020},
  url          = {https://arxiv.org/abs/2009.04373},
  eprinttype    = {arXiv},
  eprint       = {2009.04373},
  timestamp    = {Fri, 18 Sep 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2009-04373.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2010-06176,
  author       = {Yibo Yang and
                  Hongyang Li and
                  Shan You and
                  Fei Wang and
                  Chen Qian and
                  Zhouchen Lin},
  title        = {{ISTA-NAS:} Efficient and Consistent Neural Architecture Search by
                  Sparse Coding},
  journal      = {CoRR},
  volume       = {abs/2010.06176},
  year         = {2020},
  url          = {https://arxiv.org/abs/2010.06176},
  eprinttype    = {arXiv},
  eprint       = {2010.06176},
  timestamp    = {Thu, 03 Dec 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2010-06176.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2011-03308,
  author       = {Xiangtai Li and
                  Xia Li and
                  Ansheng You and
                  Li Zhang and
                  Guangliang Cheng and
                  Kuiyuan Yang and
                  Yunhai Tong and
                  Zhouchen Lin},
  title        = {Towards Efficient Scene Understanding via Squeeze Reasoning},
  journal      = {CoRR},
  volume       = {abs/2011.03308},
  year         = {2020},
  url          = {https://arxiv.org/abs/2011.03308},
  eprinttype    = {arXiv},
  eprint       = {2011.03308},
  timestamp    = {Sat, 04 Feb 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2011-03308.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2012-05435,
  author       = {Risheng Liu and
                  Zhu Liu and
                  Pan Mu and
                  Zhouchen Lin and
                  Xin Fan and
                  Zhongxuan Luo},
  title        = {Learning Optimization-inspired Image Propagation with Control Mechanisms
                  and Architecture Augmentations for Low-level Vision},
  journal      = {CoRR},
  volume       = {abs/2012.05435},
  year         = {2020},
  url          = {https://arxiv.org/abs/2012.05435},
  eprinttype    = {arXiv},
  eprint       = {2012.05435},
  timestamp    = {Thu, 11 Feb 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2012-05435.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ffa/JianLF19,
  author       = {Gaopeng Jian and
                  Zhouchen Lin and
                  Rongquan Feng},
  title        = {Two-weight and three-weight linear codes based on Weil sums},
  journal      = {Finite Fields Their Appl.},
  volume       = {57},
  pages        = {92--107},
  year         = {2019},
  url          = {https://doi.org/10.1016/j.ffa.2019.02.001},
  doi          = {10.1016/J.FFA.2019.02.001},
  timestamp    = {Sat, 22 Feb 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/ffa/JianLF19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jscic/LiL19,
  author       = {Huan Li and
                  Zhouchen Lin},
  title        = {Accelerated Alternating Direction Method of Multipliers: An Optimal
                  {O(1} / {K)} Nonergodic Analysis},
  journal      = {J. Sci. Comput.},
  volume       = {79},
  number       = {2},
  pages        = {671--699},
  year         = {2019},
  url          = {https://doi.org/10.1007/s10915-018-0893-5},
  doi          = {10.1007/S10915-018-0893-5},
  timestamp    = {Fri, 31 May 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/jscic/LiL19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/nn/ZhongWLZ19,
  author       = {Zhisheng Zhong and
                  Fangyin Wei and
                  Zhouchen Lin and
                  Chao Zhang},
  title        = {ADA-Tucker: Compressing deep neural networks via adaptive dimension
                  adjustment tucker decomposition},
  journal      = {Neural Networks},
  volume       = {110},
  pages        = {104--115},
  year         = {2019},
  url          = {https://doi.org/10.1016/j.neunet.2018.10.016},
  doi          = {10.1016/J.NEUNET.2018.10.016},
  timestamp    = {Mon, 30 Nov 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/nn/ZhongWLZ19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pami/LuFLMY19,
  author       = {Canyi Lu and
                  Jiashi Feng and
                  Zhouchen Lin and
                  Tao Mei and
                  Shuicheng Yan},
  title        = {Subspace Clustering by Block Diagonal Representation},
  journal      = {{IEEE} Trans. Pattern Anal. Mach. Intell.},
  volume       = {41},
  number       = {2},
  pages        = {487--501},
  year         = {2019},
  url          = {https://doi.org/10.1109/TPAMI.2018.2794348},
  doi          = {10.1109/TPAMI.2018.2794348},
  timestamp    = {Sat, 30 May 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/pami/LuFLMY19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pami/WangWLY19,
  author       = {Chunyu Wang and
                  Yizhou Wang and
                  Zhouchen Lin and
                  Alan L. Yuille},
  title        = {Robust 3D Human Pose Estimation from Single Images or Video Sequences},
  journal      = {{IEEE} Trans. Pattern Anal. Mach. Intell.},
  volume       = {41},
  number       = {5},
  pages        = {1227--1241},
  year         = {2019},
  url          = {https://doi.org/10.1109/TPAMI.2018.2828427},
  doi          = {10.1109/TPAMI.2018.2828427},
  timestamp    = {Thu, 14 Oct 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/pami/WangWLY19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tcsv/LiLZLW19,
  author       = {Baohua Li and
                  Huchuan Lu and
                  Ying Zhang and
                  Zhouchen Lin and
                  Wei Wu},
  title        = {Subspace Clustering Under Complex Noise},
  journal      = {{IEEE} Trans. Circuits Syst. Video Technol.},
  volume       = {29},
  number       = {4},
  pages        = {930--940},
  year         = {2019},
  url          = {https://doi.org/10.1109/TCSVT.2018.2793359},
  doi          = {10.1109/TCSVT.2018.2793359},
  timestamp    = {Tue, 25 Aug 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/tcsv/LiLZLW19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tip/ZhengL19,
  author       = {Yan Zheng and
                  Zhouchen Lin},
  title        = {The Augmented Homogeneous Coordinates Matrix-Based Projective Mismatch
                  Removal for Partial-Duplicate Image Search},
  journal      = {{IEEE} Trans. Image Process.},
  volume       = {28},
  number       = {1},
  pages        = {181--193},
  year         = {2019},
  url          = {https://doi.org/10.1109/TIP.2018.2865853},
  doi          = {10.1109/TIP.2018.2865853},
  timestamp    = {Sat, 30 May 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/tip/ZhengL19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tip/WuLZ19,
  author       = {Jianlong Wu and
                  Zhouchen Lin and
                  Hongbin Zha},
  title        = {Essential Tensor Learning for Multi-View Spectral Clustering},
  journal      = {{IEEE} Trans. Image Process.},
  volume       = {28},
  number       = {12},
  pages        = {5910--5922},
  year         = {2019},
  url          = {https://doi.org/10.1109/TIP.2019.2916740},
  doi          = {10.1109/TIP.2019.2916740},
  timestamp    = {Sat, 30 May 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/tip/WuLZ19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tnn/ZhengLL0CY19,
  author       = {Wenming Zheng and
                  Cheng Lu and
                  Zhouchen Lin and
                  Tong Zhang and
                  Zhen Cui and
                  Wankou Yang},
  title        = {{\(\mathscr{l}\)}\({}_{\mbox{1}}\)-Norm Heteroscedastic Discriminant
                  Analysis Under Mixture of Gaussian Distributions},
  journal      = {{IEEE} Trans. Neural Networks Learn. Syst.},
  volume       = {30},
  number       = {10},
  pages        = {2898--2915},
  year         = {2019},
  url          = {https://doi.org/10.1109/TNNLS.2018.2863264},
  doi          = {10.1109/TNNLS.2018.2863264},
  timestamp    = {Wed, 16 Mar 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/tnn/ZhengLL0CY19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/0002FL19,
  author       = {Jia Li and
                  Cong Fang and
                  Zhouchen Lin},
  title        = {Lifted Proximal Operator Machines},
  booktitle    = {The Thirty-Third {AAAI} Conference on Artificial Intelligence, {AAAI}
                  2019, The Thirty-First Innovative Applications of Artificial Intelligence
                  Conference, {IAAI} 2019, The Ninth {AAAI} Symposium on Educational
                  Advances in Artificial Intelligence, {EAAI} 2019, Honolulu, Hawaii,
                  USA, January 27 - February 1, 2019},
  pages        = {4181--4188},
  publisher    = {{AAAI} Press},
  year         = {2019},
  url          = {https://doi.org/10.1609/aaai.v33i01.33014181},
  doi          = {10.1609/AAAI.V33I01.33014181},
  timestamp    = {Mon, 04 Sep 2023 12:29:24 +0200},
  biburl       = {https://dblp.org/rec/conf/aaai/0002FL19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colt/FangLZ19,
  author       = {Cong Fang and
                  Zhouchen Lin and
                  Tong Zhang},
  editor       = {Alina Beygelzimer and
                  Daniel Hsu},
  title        = {Sharp Analysis for Nonconvex {SGD} Escaping from Saddle Points},
  booktitle    = {Conference on Learning Theory, {COLT} 2019, 25-28 June 2019, Phoenix,
                  AZ, {USA}},
  series       = {Proceedings of Machine Learning Research},
  volume       = {99},
  pages        = {1192--1234},
  publisher    = {{PMLR}},
  year         = {2019},
  url          = {http://proceedings.mlr.press/v99/fang19a.html},
  timestamp    = {Wed, 09 Oct 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/colt/FangLZ19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/ZhangLYQZ0L19,
  author       = {Junjian Zhang and
                  Chun{-}Guang Li and
                  Chong You and
                  Xianbiao Qi and
                  Honggang Zhang and
                  Jun Guo and
                  Zhouchen Lin},
  title        = {Self-Supervised Convolutional Subspace Clustering Network},
  booktitle    = {{IEEE} Conference on Computer Vision and Pattern Recognition, {CVPR}
                  2019, Long Beach, CA, USA, June 16-20, 2019},
  pages        = {5473--5482},
  publisher    = {Computer Vision Foundation / {IEEE}},
  year         = {2019},
  url          = {http://openaccess.thecvf.com/content\_CVPR\_2019/html/Zhang\_Self-Supervised\_Convolutional\_Subspace\_Clustering\_Network\_CVPR\_2019\_paper.html},
  doi          = {10.1109/CVPR.2019.00562},
  timestamp    = {Mon, 30 Aug 2021 17:01:14 +0200},
  biburl       = {https://dblp.org/rec/conf/cvpr/ZhangLYQZ0L19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccv/WuLWQLLZ19,
  author       = {Jianlong Wu and
                  Keyu Long and
                  Fei Wang and
                  Chen Qian and
                  Cheng Li and
                  Zhouchen Lin and
                  Hongbin Zha},
  title        = {Deep Comprehensive Correlation Mining for Image Clustering},
  booktitle    = {2019 {IEEE/CVF} International Conference on Computer Vision, {ICCV}
                  2019, Seoul, Korea (South), October 27 - November 2, 2019},
  pages        = {8149--8158},
  publisher    = {{IEEE}},
  year         = {2019},
  url          = {https://doi.org/10.1109/ICCV.2019.00824},
  doi          = {10.1109/ICCV.2019.00824},
  timestamp    = {Thu, 04 Jan 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/iccv/WuLWQLLZ19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccv/0005ZWYLL19,
  author       = {Xia Li and
                  Zhisheng Zhong and
                  Jianlong Wu and
                  Yibo Yang and
                  Zhouchen Lin and
                  Hong Liu},
  title        = {Expectation-Maximization Attention Networks for Semantic Segmentation},
  booktitle    = {2019 {IEEE/CVF} International Conference on Computer Vision, {ICCV}
                  2019, Seoul, Korea (South), October 27 - November 2, 2019},
  pages        = {9166--9175},
  publisher    = {{IEEE}},
  year         = {2019},
  url          = {https://doi.org/10.1109/ICCV.2019.00926},
  doi          = {10.1109/ICCV.2019.00926},
  timestamp    = {Mon, 30 Mar 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/iccv/0005ZWYLL19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/XieWLZL19,
  author       = {Xingyu Xie and
                  Jianlong Wu and
                  Guangcan Liu and
                  Zhisheng Zhong and
                  Zhouchen Lin},
  editor       = {Kamalika Chaudhuri and
                  Ruslan Salakhutdinov},
  title        = {Differentiable Linearized {ADMM}},
  booktitle    = {Proceedings of the 36th International Conference on Machine Learning,
                  {ICML} 2019, 9-15 June 2019, Long Beach, California, {USA}},
  series       = {Proceedings of Machine Learning Research},
  volume       = {97},
  pages        = {6902--6911},
  publisher    = {{PMLR}},
  year         = {2019},
  url          = {http://proceedings.mlr.press/v97/xie19c.html},
  timestamp    = {Tue, 11 Jun 2019 15:37:38 +0200},
  biburl       = {https://dblp.org/rec/conf/icml/XieWLZL19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/Shen0ZWL19,
  author       = {Tiancheng Shen and
                  Xia Li and
                  Zhisheng Zhong and
                  Jianlong Wu and
                  Zhouchen Lin},
  editor       = {Dinggang Shen and
                  Tianming Liu and
                  Terry M. Peters and
                  Lawrence H. Staib and
                  Caroline Essert and
                  Sean Zhou and
                  Pew{-}Thian Yap and
                  Ali R. Khan},
  title        = {R {\^{}}2 2 -Net: Recurrent and Recursive Network for Sparse-View
                  {CT} Artifacts Removal},
  booktitle    = {Medical Image Computing and Computer Assisted Intervention - {MICCAI}
                  2019 - 22nd International Conference, Shenzhen, China, October 13-17,
                  2019, Proceedings, Part {VI}},
  series       = {Lecture Notes in Computer Science},
  volume       = {11769},
  pages        = {319--327},
  publisher    = {Springer},
  year         = {2019},
  url          = {https://doi.org/10.1007/978-3-030-32226-7\_36},
  doi          = {10.1007/978-3-030-32226-7\_36},
  timestamp    = {Mon, 19 Feb 2024 14:24:13 +0100},
  biburl       = {https://dblp.org/rec/conf/miccai/Shen0ZWL19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/prcv/SunLGZ19,
  author       = {Ke Sun and
                  Zhouchen Lin and
                  Hantao Guo and
                  Zhanxing Zhu},
  editor       = {Zhouchen Lin and
                  Liang Wang and
                  Jian Yang and
                  Guangming Shi and
                  Tieniu Tan and
                  Nanning Zheng and
                  Xilin Chen and
                  Yanning Zhang},
  title        = {Virtual Adversarial Training on Graph Convolutional Networks in Node
                  Classification},
  booktitle    = {Pattern Recognition and Computer Vision - Second Chinese Conference,
                  {PRCV} 2019, Xi'an, China, November 8-11, 2019, Proceedings, Part
                  {I}},
  series       = {Lecture Notes in Computer Science},
  volume       = {11857},
  pages        = {431--443},
  publisher    = {Springer},
  year         = {2019},
  url          = {https://doi.org/10.1007/978-3-030-31654-9\_37},
  doi          = {10.1007/978-3-030-31654-9\_37},
  timestamp    = {Fri, 03 Dec 2021 12:20:53 +0100},
  biburl       = {https://dblp.org/rec/conf/prcv/SunLGZ19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/prcv/HeXL19,
  author       = {Lingshen He and
                  Xingyu Xie and
                  Zhouchen Lin},
  editor       = {Zhouchen Lin and
                  Liang Wang and
                  Jian Yang and
                  Guangming Shi and
                  Tieniu Tan and
                  Nanning Zheng and
                  Xilin Chen and
                  Yanning Zhang},
  title        = {Neural Ordinary Differential Equations with Envolutionary Weights},
  booktitle    = {Pattern Recognition and Computer Vision - Second Chinese Conference,
                  {PRCV} 2019, Xi'an, China, November 8-11, 2019, Proceedings, Part
                  {I}},
  series       = {Lecture Notes in Computer Science},
  volume       = {11857},
  pages        = {598--610},
  publisher    = {Springer},
  year         = {2019},
  url          = {https://doi.org/10.1007/978-3-030-31654-9\_51},
  doi          = {10.1007/978-3-030-31654-9\_51},
  timestamp    = {Mon, 04 Nov 2019 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/prcv/HeXL19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/prcv/2019-1,
  editor       = {Zhouchen Lin and
                  Liang Wang and
                  Jian Yang and
                  Guangming Shi and
                  Tieniu Tan and
                  Nanning Zheng and
                  Xilin Chen and
                  Yanning Zhang},
  title        = {Pattern Recognition and Computer Vision - Second Chinese Conference,
                  {PRCV} 2019, Xi'an, China, November 8-11, 2019, Proceedings, Part
                  {I}},
  series       = {Lecture Notes in Computer Science},
  volume       = {11857},
  publisher    = {Springer},
  year         = {2019},
  url          = {https://doi.org/10.1007/978-3-030-31654-9},
  doi          = {10.1007/978-3-030-31654-9},
  isbn         = {978-3-030-31653-2},
  timestamp    = {Fri, 03 Dec 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/prcv/2019-1.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/prcv/2019-2,
  editor       = {Zhouchen Lin and
                  Liang Wang and
                  Jian Yang and
                  Guangming Shi and
                  Tieniu Tan and
                  Nanning Zheng and
                  Xilin Chen and
                  Yanning Zhang},
  title        = {Pattern Recognition and Computer Vision - Second Chinese Conference,
                  {PRCV} 2019, Xi'an, China, November 8-11, 2019, Proceedings, Part
                  {II}},
  series       = {Lecture Notes in Computer Science},
  volume       = {11858},
  publisher    = {Springer},
  year         = {2019},
  url          = {https://doi.org/10.1007/978-3-030-31723-2},
  doi          = {10.1007/978-3-030-31723-2},
  isbn         = {978-3-030-31722-5},
  timestamp    = {Fri, 03 Dec 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/prcv/2019-2.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/prcv/2019-3,
  editor       = {Zhouchen Lin and
                  Liang Wang and
                  Jian Yang and
                  Guangming Shi and
                  Tieniu Tan and
                  Nanning Zheng and
                  Xilin Chen and
                  Yanning Zhang},
  title        = {Pattern Recognition and Computer Vision - Second Chinese Conference,
                  {PRCV} 2019, Xi'an, China, November 8-11, 2019, Proceedings, Part
                  {III}},
  series       = {Lecture Notes in Computer Science},
  volume       = {11859},
  publisher    = {Springer},
  year         = {2019},
  url          = {https://doi.org/10.1007/978-3-030-31726-3},
  doi          = {10.1007/978-3-030-31726-3},
  isbn         = {978-3-030-31725-6},
  timestamp    = {Fri, 03 Dec 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/prcv/2019-3.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1902-00247,
  author       = {Cong Fang and
                  Zhouchen Lin and
                  Tong Zhang},
  title        = {Sharp Analysis for Nonconvex {SGD} Escaping from Saddle Points},
  journal      = {CoRR},
  volume       = {abs/1902.00247},
  year         = {2019},
  url          = {http://arxiv.org/abs/1902.00247},
  eprinttype    = {arXiv},
  eprint       = {1902.00247},
  timestamp    = {Wed, 09 Oct 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1902-00247.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1902-11019,
  author       = {Ke Sun and
                  Zhanxing Zhu and
                  Zhouchen Lin},
  title        = {Towards Understanding Adversarial Examples Systematically: Exploring
                  Data Size, Task and Model Factors},
  journal      = {CoRR},
  volume       = {abs/1902.11019},
  year         = {2019},
  url          = {http://arxiv.org/abs/1902.11019},
  eprinttype    = {arXiv},
  eprint       = {1902.11019},
  timestamp    = {Thu, 04 Nov 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1902-11019.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1902-11029,
  author       = {Ke Sun and
                  Zhanxing Zhu and
                  Zhouchen Lin},
  title        = {Enhancing the Robustness of Deep Neural Networks by Boundary Conditional
                  {GAN}},
  journal      = {CoRR},
  volume       = {abs/1902.11029},
  year         = {2019},
  url          = {http://arxiv.org/abs/1902.11029},
  eprinttype    = {arXiv},
  eprint       = {1902.11029},
  timestamp    = {Thu, 04 Nov 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1902-11029.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1902-11038,
  author       = {Ke Sun and
                  Zhanxing Zhu and
                  Zhouchen Lin},
  title        = {Multi-Stage Self-Supervised Learning for Graph Convolutional Networks},
  journal      = {CoRR},
  volume       = {abs/1902.11038},
  year         = {2019},
  url          = {http://arxiv.org/abs/1902.11038},
  eprinttype    = {arXiv},
  eprint       = {1902.11038},
  timestamp    = {Thu, 04 Nov 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1902-11038.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1902-11045,
  author       = {Ke Sun and
                  Hantao Guo and
                  Zhanxing Zhu and
                  Zhouchen Lin},
  title        = {Virtual Adversarial Training on Graph Convolutional Networks in Node
                  Classification},
  journal      = {CoRR},
  volume       = {abs/1902.11045},
  year         = {2019},
  url          = {http://arxiv.org/abs/1902.11045},
  eprinttype    = {arXiv},
  eprint       = {1902.11045},
  timestamp    = {Thu, 04 Nov 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1902-11045.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1904-06925,
  author       = {Jianlong Wu and
                  Keyu Long and
                  Fei Wang and
                  Chen Qian and
                  Cheng Li and
                  Zhouchen Lin and
                  Hongbin Zha},
  title        = {Deep Comprehensive Correlation Mining for Image Clustering},
  journal      = {CoRR},
  volume       = {abs/1904.06925},
  year         = {2019},
  url          = {http://arxiv.org/abs/1904.06925},
  eprinttype    = {arXiv},
  eprint       = {1904.06925},
  timestamp    = {Thu, 04 Jan 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1904-06925.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1905-00149,
  author       = {Junjian Zhang and
                  Chun{-}Guang Li and
                  Chong You and
                  Xianbiao Qi and
                  Honggang Zhang and
                  Jun Guo and
                  Zhouchen Lin},
  title        = {Self-Supervised Convolutional Subspace Clustering Network},
  journal      = {CoRR},
  volume       = {abs/1905.00149},
  year         = {2019},
  url          = {http://arxiv.org/abs/1905.00149},
  eprinttype    = {arXiv},
  eprint       = {1905.00149},
  timestamp    = {Thu, 19 Nov 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1905-00149.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1905-06179,
  author       = {Xingyu Xie and
                  Jianlong Wu and
                  Zhisheng Zhong and
                  Guangcan Liu and
                  Zhouchen Lin},
  title        = {Differentiable Linearized {ADMM}},
  journal      = {CoRR},
  volume       = {abs/1905.06179},
  year         = {2019},
  url          = {http://arxiv.org/abs/1905.06179},
  eprinttype    = {arXiv},
  eprint       = {1905.06179},
  timestamp    = {Tue, 28 May 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1905-06179.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1906-07671,
  author       = {Zhisheng Zhong and
                  Fangyin Wei and
                  Zhouchen Lin and
                  Chao Zhang},
  title        = {ADA-Tucker: Compressing Deep Neural Networks via Adaptive Dimension
                  Adjustment Tucker Decomposition},
  journal      = {CoRR},
  volume       = {abs/1906.07671},
  year         = {2019},
  url          = {http://arxiv.org/abs/1906.07671},
  eprinttype    = {arXiv},
  eprint       = {1906.07671},
  timestamp    = {Mon, 30 Nov 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1906-07671.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1907-13426,
  author       = {Xia Li and
                  Zhisheng Zhong and
                  Jianlong Wu and
                  Yibo Yang and
                  Zhouchen Lin and
                  Hong Liu},
  title        = {Expectation-Maximization Attention Networks for Semantic Segmentation},
  journal      = {CoRR},
  volume       = {abs/1907.13426},
  year         = {2019},
  url          = {http://arxiv.org/abs/1907.13426},
  eprinttype    = {arXiv},
  eprint       = {1907.13426},
  timestamp    = {Thu, 26 Mar 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1907-13426.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1908-05081,
  author       = {Ke Sun and
                  Zhouchen Lin and
                  Zhanxing Zhu},
  title        = {AdaGCN: Adaboosting Graph Convolutional Networks into Deep Models},
  journal      = {CoRR},
  volume       = {abs/1908.05081},
  year         = {2019},
  url          = {http://arxiv.org/abs/1908.05081},
  eprinttype    = {arXiv},
  eprint       = {1908.05081},
  timestamp    = {Thu, 04 Nov 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1908-05081.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1910-12016,
  author       = {Hao Kong and
                  Zhouchen Lin},
  title        = {Tensor Q-Rank: {A} New Data Dependent Tensor Rank},
  journal      = {CoRR},
  volume       = {abs/1910.12016},
  year         = {2019},
  url          = {http://arxiv.org/abs/1910.12016},
  eprinttype    = {arXiv},
  eprint       = {1910.12016},
  timestamp    = {Thu, 31 Oct 2019 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1910-12016.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1911-07527,
  author       = {Yibo Yang and
                  Hongyang Li and
                  Xia Li and
                  Qijie Zhao and
                  Jianlong Wu and
                  Zhouchen Lin},
  title        = {SOGNet: Scene Overlap Graph Network for Panoptic Segmentation},
  journal      = {CoRR},
  volume       = {abs/1911.07527},
  year         = {2019},
  url          = {http://arxiv.org/abs/1911.07527},
  eprinttype    = {arXiv},
  eprint       = {1911.07527},
  timestamp    = {Mon, 02 Dec 2019 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1911-07527.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1911-09307,
  author       = {Ke Sun and
                  Bing Yu and
                  Zhouchen Lin and
                  Zhanxing Zhu},
  title        = {Patch-level Neighborhood Interpolation: {A} General and Effective
                  Graph-based Regularization Strategy},
  journal      = {CoRR},
  volume       = {abs/1911.09307},
  year         = {2019},
  url          = {http://arxiv.org/abs/1911.09307},
  eprinttype    = {arXiv},
  eprint       = {1911.09307},
  timestamp    = {Thu, 04 Nov 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1911-09307.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1911-10305,
  author       = {Yibo Yang and
                  Jianlong Wu and
                  Hongyang Li and
                  Xia Li and
                  Tiancheng Shen and
                  Zhouchen Lin},
  title        = {Dynamical System Inspired Adaptive Time Stepping Controller for Residual
                  Network Families},
  journal      = {CoRR},
  volume       = {abs/1911.10305},
  year         = {2019},
  url          = {http://arxiv.org/abs/1911.10305},
  eprinttype    = {arXiv},
  eprint       = {1911.10305},
  timestamp    = {Tue, 03 Dec 2019 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1911-10305.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1912-04738,
  author       = {Hanyuan Hang and
                  Zhouchen Lin and
                  Xiaoyu Liu and
                  Hongwei Wen},
  title        = {Histogram Transform Ensembles for Large-scale Regression},
  journal      = {CoRR},
  volume       = {abs/1912.04738},
  year         = {2019},
  url          = {http://arxiv.org/abs/1912.04738},
  eprinttype    = {arXiv},
  eprint       = {1912.04738},
  timestamp    = {Tue, 07 Jan 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1912-04738.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/ZhouFLZC18,
  author       = {Pan Zhou and
                  Cong Fang and
                  Zhouchen Lin and
                  Chao Zhang and
                  Edward Y. Chang},
  title        = {Dictionary learning with structured noise},
  journal      = {Neurocomputing},
  volume       = {273},
  pages        = {414--423},
  year         = {2018},
  url          = {https://doi.org/10.1016/j.neucom.2017.07.041},
  doi          = {10.1016/J.NEUCOM.2017.07.041},
  timestamp    = {Sat, 30 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/ijon/ZhouFLZC18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jei/BaiLL18,
  author       = {Chen{-}Yan Bai and
                  Jia Li and
                  Zhouchen Lin},
  title        = {Demosaicking based on channel-correlation adaptive dictionary learning},
  journal      = {J. Electronic Imaging},
  volume       = {27},
  number       = {04},
  pages        = {043047},
  year         = {2018},
  url          = {https://doi.org/10.1117/1.JEI.27.4.043047},
  doi          = {10.1117/1.JEI.27.4.043047},
  timestamp    = {Wed, 05 Sep 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/jei/BaiLL18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jstsp/BouwmansVRVL18,
  author       = {Thierry Bouwmans and
                  Namrata Vaswani and
                  Paul Rodr{\'{\i}}guez and
                  Ren{\'{e}} Vidal and
                  Zhouchen Lin},
  title        = {Introduction to the Issue on Robust Subspace Learning and Tracking:
                  Theory, Algorithms, and Applications},
  journal      = {{IEEE} J. Sel. Top. Signal Process.},
  volume       = {12},
  number       = {6},
  pages        = {1127--1130},
  year         = {2018},
  url          = {https://doi.org/10.1109/JSTSP.2018.2879245},
  doi          = {10.1109/JSTSP.2018.2879245},
  timestamp    = {Thu, 09 Jul 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/jstsp/BouwmansVRVL18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jstsp/KongXL18,
  author       = {Hao Kong and
                  Xingyu Xie and
                  Zhouchen Lin},
  title        = {t-Schatten-p Norm for Low-Rank Tensor Recovery},
  journal      = {{IEEE} J. Sel. Top. Signal Process.},
  volume       = {12},
  number       = {6},
  pages        = {1405--1419},
  year         = {2018},
  url          = {https://doi.org/10.1109/JSTSP.2018.2879185},
  doi          = {10.1109/JSTSP.2018.2879185},
  timestamp    = {Thu, 09 Jul 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/jstsp/KongXL18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pami/LinXZ18,
  author       = {Zhouchen Lin and
                  Chen Xu and
                  Hongbin Zha},
  title        = {Robust Matrix Factorization by Majorization Minimization},
  journal      = {{IEEE} Trans. Pattern Anal. Mach. Intell.},
  volume       = {40},
  number       = {1},
  pages        = {208--220},
  year         = {2018},
  url          = {https://doi.org/10.1109/TPAMI.2017.2651816},
  doi          = {10.1109/TPAMI.2017.2651816},
  timestamp    = {Wed, 14 Nov 2018 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/pami/LinXZ18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pami/LuFYL18,
  author       = {Canyi Lu and
                  Jiashi Feng and
                  Shuicheng Yan and
                  Zhouchen Lin},
  title        = {A Unified Alternating Direction Method of Multipliers by Majorization
                  Minimization},
  journal      = {{IEEE} Trans. Pattern Anal. Mach. Intell.},
  volume       = {40},
  number       = {3},
  pages        = {527--541},
  year         = {2018},
  url          = {https://doi.org/10.1109/TPAMI.2017.2689021},
  doi          = {10.1109/TPAMI.2017.2689021},
  timestamp    = {Wed, 14 Nov 2018 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/pami/LuFYL18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pami/ShangCLLL18,
  author       = {Fanhua Shang and
                  James Cheng and
                  Yuanyuan Liu and
                  Zhi{-}Quan Luo and
                  Zhouchen Lin},
  title        = {Bilinear Factor Matrix Norm Minimization for Robust {PCA:} Algorithms
                  and Applications},
  journal      = {{IEEE} Trans. Pattern Anal. Mach. Intell.},
  volume       = {40},
  number       = {9},
  pages        = {2066--2080},
  year         = {2018},
  url          = {https://doi.org/10.1109/TPAMI.2017.2748590},
  doi          = {10.1109/TPAMI.2017.2748590},
  timestamp    = {Mon, 26 Oct 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/pami/ShangCLLL18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pieee/BouwmansJZLO18,
  author       = {Thierry Bouwmans and
                  Sajid Javed and
                  Hongyang Zhang and
                  Zhouchen Lin and
                  Ricardo Otazo},
  title        = {On the Applications of Robust {PCA} in Image and Video Processing},
  journal      = {Proc. {IEEE}},
  volume       = {106},
  number       = {8},
  pages        = {1427--1457},
  year         = {2018},
  url          = {https://doi.org/10.1109/JPROC.2018.2853589},
  doi          = {10.1109/JPROC.2018.2853589},
  timestamp    = {Fri, 02 Oct 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/pieee/BouwmansJZLO18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sigpro/LuLL18,
  author       = {Canyi Lu and
                  Huan Li and
                  Zhouchen Lin},
  title        = {Optimized projections for compressed sensing via direct mutual coherence
                  minimization},
  journal      = {Signal Process.},
  volume       = {151},
  pages        = {45--55},
  year         = {2018},
  url          = {https://doi.org/10.1016/j.sigpro.2018.04.020},
  doi          = {10.1016/J.SIGPRO.2018.04.020},
  timestamp    = {Sat, 22 Feb 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/sigpro/LuLL18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tip/HuangL18,
  author       = {Yameng Huang and
                  Zhouchen Lin},
  title        = {Binary Multidimensional Scaling for Hashing},
  journal      = {{IEEE} Trans. Image Process.},
  volume       = {27},
  number       = {1},
  pages        = {406--418},
  year         = {2018},
  url          = {https://doi.org/10.1109/TIP.2017.2759250},
  doi          = {10.1109/TIP.2017.2759250},
  timestamp    = {Sun, 10 May 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/tip/HuangL18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tip/ZhouLLZ18,
  author       = {Pan Zhou and
                  Canyi Lu and
                  Zhouchen Lin and
                  Chao Zhang},
  title        = {Tensor Factorization for Low-Rank Tensor Completion},
  journal      = {{IEEE} Trans. Image Process.},
  volume       = {27},
  number       = {3},
  pages        = {1152--1163},
  year         = {2018},
  url          = {https://doi.org/10.1109/TIP.2017.2762595},
  doi          = {10.1109/TIP.2017.2762595},
  timestamp    = {Sat, 30 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/tip/ZhouLLZ18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tip/ZhangSMLZWG18,
  author       = {Xiang Zhang and
                  Jiarui Sun and
                  Siwei Ma and
                  Zhouchen Lin and
                  Jian Zhang and
                  Shiqi Wang and
                  Wen Gao},
  title        = {Globally Variance-Constrained Sparse Representation and Its Application
                  in Image Set Coding},
  journal      = {{IEEE} Trans. Image Process.},
  volume       = {27},
  number       = {8},
  pages        = {3753--3765},
  year         = {2018},
  url          = {https://doi.org/10.1109/TIP.2018.2823546},
  doi          = {10.1109/TIP.2018.2823546},
  timestamp    = {Sat, 30 May 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/tip/ZhangSMLZWG18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tip/GuoL18,
  author       = {Xiaojie Guo and
                  Zhouchen Lin},
  title        = {Low-Rank Matrix Recovery Via Robust Outlier Estimation},
  journal      = {{IEEE} Trans. Image Process.},
  volume       = {27},
  number       = {11},
  pages        = {5316--5327},
  year         = {2018},
  url          = {https://doi.org/10.1109/TIP.2018.2855421},
  doi          = {10.1109/TIP.2018.2855421},
  timestamp    = {Mon, 15 Feb 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/tip/GuoL18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/LuFLY18,
  author       = {Canyi Lu and
                  Jiashi Feng and
                  Zhouchen Lin and
                  Shuicheng Yan},
  editor       = {Sheila A. McIlraith and
                  Kilian Q. Weinberger},
  title        = {Nonconvex Sparse Spectral Clustering by Alternating Direction Method
                  of Multipliers and Its Convergence Analysis},
  booktitle    = {Proceedings of the Thirty-Second {AAAI} Conference on Artificial Intelligence,
                  (AAAI-18), the 30th innovative Applications of Artificial Intelligence
                  (IAAI-18), and the 8th {AAAI} Symposium on Educational Advances in
                  Artificial Intelligence (EAAI-18), New Orleans, Louisiana, USA, February
                  2-7, 2018},
  pages        = {3714--3721},
  publisher    = {{AAAI} Press},
  year         = {2018},
  url          = {https://doi.org/10.1609/aaai.v32i1.11658},
  doi          = {10.1609/AAAI.V32I1.11658},
  timestamp    = {Mon, 04 Sep 2023 12:29:24 +0200},
  biburl       = {https://dblp.org/rec/conf/aaai/LuFLY18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/0007L18,
  author       = {Huan Li and
                  Zhouchen Lin},
  editor       = {Jun Zhu and
                  Ichiro Takeuchi},
  title        = {Construction of Incoherent Dictionaries via Direct Babel Function
                  Minimization},
  booktitle    = {Proceedings of The 10th Asian Conference on Machine Learning, {ACML}
                  2018, Beijing, China, November 14-16, 2018},
  series       = {Proceedings of Machine Learning Research},
  volume       = {95},
  pages        = {598--613},
  publisher    = {{PMLR}},
  year         = {2018},
  url          = {http://proceedings.mlr.press/v95/li18e.html},
  timestamp    = {Wed, 03 Apr 2019 18:17:25 +0200},
  biburl       = {https://dblp.org/rec/conf/acml/0007L18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/0007YCL18,
  author       = {Huan Li and
                  Yibo Yang and
                  Dongmin Chen and
                  Zhouchen Lin},
  editor       = {Jun Zhu and
                  Ichiro Takeuchi},
  title        = {Optimization Algorithm Inspired Deep Neural Network Structure Design},
  booktitle    = {Proceedings of The 10th Asian Conference on Machine Learning, {ACML}
                  2018, Beijing, China, November 14-16, 2018},
  series       = {Proceedings of Machine Learning Research},
  volume       = {95},
  pages        = {614--629},
  publisher    = {{PMLR}},
  year         = {2018},
  url          = {http://proceedings.mlr.press/v95/li18f.html},
  timestamp    = {Wed, 03 Apr 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/acml/0007YCL18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/WuLZ18,
  author       = {Jianlong Wu and
                  Zhouchen Lin and
                  Hongbin Zha},
  editor       = {Alfredo Cuzzocrea and
                  James Allan and
                  Norman W. Paton and
                  Divesh Srivastava and
                  Rakesh Agrawal and
                  Andrei Z. Broder and
                  Mohammed J. Zaki and
                  K. Sel{\c{c}}uk Candan and
                  Alexandros Labrinidis and
                  Assaf Schuster and
                  Haixun Wang},
  title        = {Joint Dictionary Learning and Semantic Constrained Latent Subspace
                  Projection for Cross-Modal Retrieval},
  booktitle    = {Proceedings of the 27th {ACM} International Conference on Information
                  and Knowledge Management, {CIKM} 2018, Torino, Italy, October 22-26,
                  2018},
  pages        = {1663--1666},
  publisher    = {{ACM}},
  year         = {2018},
  url          = {https://doi.org/10.1145/3269206.3269296},
  doi          = {10.1145/3269206.3269296},
  timestamp    = {Wed, 21 Nov 2018 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/cikm/WuLZ18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/YangZSL18,
  author       = {Yibo Yang and
                  Zhisheng Zhong and
                  Tiancheng Shen and
                  Zhouchen Lin},
  title        = {Convolutional Neural Networks With Alternately Updated Clique},
  booktitle    = {2018 {IEEE} Conference on Computer Vision and Pattern Recognition,
                  {CVPR} 2018, Salt Lake City, UT, USA, June 18-22, 2018},
  pages        = {2413--2422},
  publisher    = {Computer Vision Foundation / {IEEE} Computer Society},
  year         = {2018},
  url          = {http://openaccess.thecvf.com/content\_cvpr\_2018/html/Yang\_Convolutional\_Neural\_Networks\_CVPR\_2018\_paper.html},
  doi          = {10.1109/CVPR.2018.00256},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/cvpr/YangZSL18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eccv/LiWLLZ18,
  author       = {Xia Li and
                  Jianlong Wu and
                  Zhouchen Lin and
                  Hong Liu and
                  Hongbin Zha},
  editor       = {Vittorio Ferrari and
                  Martial Hebert and
                  Cristian Sminchisescu and
                  Yair Weiss},
  title        = {Recurrent Squeeze-and-Excitation Context Aggregation Net for Single
                  Image Deraining},
  booktitle    = {Computer Vision - {ECCV} 2018 - 15th European Conference, Munich,
                  Germany, September 8-14, 2018, Proceedings, Part {VII}},
  series       = {Lecture Notes in Computer Science},
  volume       = {11211},
  pages        = {262--277},
  publisher    = {Springer},
  year         = {2018},
  url          = {https://doi.org/10.1007/978-3-030-01234-2\_16},
  doi          = {10.1007/978-3-030-01234-2\_16},
  timestamp    = {Tue, 14 May 2019 10:00:45 +0200},
  biburl       = {https://dblp.org/rec/conf/eccv/LiWLLZ18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/XuYLOCWZ18,
  author       = {Chen Xu and
                  Jianqiang Yao and
                  Zhouchen Lin and
                  Wenwu Ou and
                  Yuanbin Cao and
                  Zhirong Wang and
                  Hongbin Zha},
  title        = {Alternating Multi-bit Quantization for Recurrent Neural Networks},
  booktitle    = {6th International Conference on Learning Representations, {ICLR} 2018,
                  Vancouver, BC, Canada, April 30 - May 3, 2018, Conference Track Proceedings},
  publisher    = {OpenReview.net},
  year         = {2018},
  url          = {https://openreview.net/forum?id=S19dR9x0b},
  timestamp    = {Thu, 25 Jul 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/iclr/XuYLOCWZ18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/LuFLY18,
  author       = {Canyi Lu and
                  Jiashi Feng and
                  Zhouchen Lin and
                  Shuicheng Yan},
  editor       = {J{\'{e}}r{\^{o}}me Lang},
  title        = {Exact Low Tubal Rank Tensor Recovery from Gaussian Measurements},
  booktitle    = {Proceedings of the Twenty-Seventh International Joint Conference on
                  Artificial Intelligence, {IJCAI} 2018, July 13-19, 2018, Stockholm,
                  Sweden},
  pages        = {2504--2510},
  publisher    = {ijcai.org},
  year         = {2018},
  url          = {https://doi.org/10.24963/ijcai.2018/347},
  doi          = {10.24963/IJCAI.2018/347},
  timestamp    = {Tue, 20 Aug 2019 16:19:08 +0200},
  biburl       = {https://dblp.org/rec/conf/ijcai/LuFLY18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/ZhongSYLZ18,
  author       = {Zhisheng Zhong and
                  Tiancheng Shen and
                  Yibo Yang and
                  Zhouchen Lin and
                  Chao Zhang},
  editor       = {Samy Bengio and
                  Hanna M. Wallach and
                  Hugo Larochelle and
                  Kristen Grauman and
                  Nicol{\`{o}} Cesa{-}Bianchi and
                  Roman Garnett},
  title        = {Joint Sub-bands Learning with Clique Structures for Wavelet Domain
                  Super-Resolution},
  booktitle    = {Advances in Neural Information Processing Systems 31: Annual Conference
                  on Neural Information Processing Systems 2018, NeurIPS 2018, December
                  3-8, 2018, Montr{\'{e}}al, Canada},
  pages        = {165--175},
  year         = {2018},
  url          = {https://proceedings.neurips.cc/paper/2018/hash/5f93f983524def3dca464469d2cf9f3e-Abstract.html},
  timestamp    = {Mon, 16 May 2022 15:41:51 +0200},
  biburl       = {https://dblp.org/rec/conf/nips/ZhongSYLZ18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/FangLLZ18,
  author       = {Cong Fang and
                  Chris Junchi Li and
                  Zhouchen Lin and
                  Tong Zhang},
  editor       = {Samy Bengio and
                  Hanna M. Wallach and
                  Hugo Larochelle and
                  Kristen Grauman and
                  Nicol{\`{o}} Cesa{-}Bianchi and
                  Roman Garnett},
  title        = {{SPIDER:} Near-Optimal Non-Convex Optimization via Stochastic Path-Integrated
                  Differential Estimator},
  booktitle    = {Advances in Neural Information Processing Systems 31: Annual Conference
                  on Neural Information Processing Systems 2018, NeurIPS 2018, December
                  3-8, 2018, Montr{\'{e}}al, Canada},
  pages        = {687--697},
  year         = {2018},
  url          = {https://proceedings.neurips.cc/paper/2018/hash/1543843a4723ed2ab08e18053ae6dc5b-Abstract.html},
  timestamp    = {Thu, 21 Jan 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/nips/FangLLZ18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1802-00150,
  author       = {Chen Xu and
                  Jianqiang Yao and
                  Zhouchen Lin and
                  Wenwu Ou and
                  Yuanbin Cao and
                  Zhirong Wang and
                  Hongbin Zha},
  title        = {Alternating Multi-bit Quantization for Recurrent Neural Networks},
  journal      = {CoRR},
  volume       = {abs/1802.00150},
  year         = {2018},
  url          = {http://arxiv.org/abs/1802.00150},
  eprinttype    = {arXiv},
  eprint       = {1802.00150},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1802-00150.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1802-09747,
  author       = {Cong Fang and
                  Yameng Huang and
                  Zhouchen Lin},
  title        = {Accelerating Asynchronous Algorithms for Convex Optimization by Momentum
                  Compensation},
  journal      = {CoRR},
  volume       = {abs/1802.09747},
  year         = {2018},
  url          = {http://arxiv.org/abs/1802.09747},
  eprinttype    = {arXiv},
  eprint       = {1802.09747},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1802-09747.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1802-10419,
  author       = {Yibo Yang and
                  Zhisheng Zhong and
                  Tiancheng Shen and
                  Zhouchen Lin},
  title        = {Convolutional Neural Networks with Alternately Updated Clique},
  journal      = {CoRR},
  volume       = {abs/1802.10419},
  year         = {2018},
  url          = {http://arxiv.org/abs/1802.10419},
  eprinttype    = {arXiv},
  eprint       = {1802.10419},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1802-10419.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1804-03728,
  author       = {Canyi Lu and
                  Jiashi Feng and
                  Yudong Chen and
                  Wei Liu and
                  Zhouchen Lin and
                  Shuicheng Yan},
  title        = {Tensor Robust Principal Component Analysis with {A} New Tensor Nuclear
                  Norm},
  journal      = {CoRR},
  volume       = {abs/1804.03728},
  year         = {2018},
  url          = {http://arxiv.org/abs/1804.03728},
  eprinttype    = {arXiv},
  eprint       = {1804.03728},
  timestamp    = {Tue, 25 Oct 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1804-03728.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1805-09243,
  author       = {Canyi Lu and
                  Jiashi Feng and
                  Zhouchen Lin and
                  Tao Mei and
                  Shuicheng Yan},
  title        = {Subspace Clustering by Block Diagonal Representation},
  journal      = {CoRR},
  volume       = {abs/1805.09243},
  year         = {2018},
  url          = {http://arxiv.org/abs/1805.09243},
  eprinttype    = {arXiv},
  eprint       = {1805.09243},
  timestamp    = {Mon, 18 Nov 2019 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1805-09243.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1806-02511,
  author       = {Canyi Lu and
                  Jiashi Feng and
                  Zhouchen Lin and
                  Shuicheng Yan},
  title        = {Exact Low Tubal Rank Tensor Recovery from Gaussian Measurements},
  journal      = {CoRR},
  volume       = {abs/1806.02511},
  year         = {2018},
  url          = {http://arxiv.org/abs/1806.02511},
  eprinttype    = {arXiv},
  eprint       = {1806.02511},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1806-02511.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1807-01695,
  author       = {Cong Fang and
                  Chris Junchi Li and
                  Zhouchen Lin and
                  Tong Zhang},
  title        = {{SPIDER:} Near-Optimal Non-Convex Optimization via Stochastic Path
                  Integrated Differential Estimator},
  journal      = {CoRR},
  volume       = {abs/1807.01695},
  year         = {2018},
  url          = {http://arxiv.org/abs/1807.01695},
  eprinttype    = {arXiv},
  eprint       = {1807.01695},
  timestamp    = {Wed, 09 Oct 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1807-01695.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1807-03602,
  author       = {Jianlong Wu and
                  Zhouchen Lin and
                  Hongbin Zha},
  title        = {Essential Tensor Learning for Multi-view Spectral Clustering},
  journal      = {CoRR},
  volume       = {abs/1807.03602},
  year         = {2018},
  url          = {http://arxiv.org/abs/1807.03602},
  eprinttype    = {arXiv},
  eprint       = {1807.03602},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1807-03602.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1807-05698,
  author       = {Xia Li and
                  Jianlong Wu and
                  Zhouchen Lin and
                  Hong Liu and
                  Hongbin Zha},
  title        = {Recurrent Squeeze-and-Excitation Context Aggregation Net for Single
                  Image Deraining},
  journal      = {CoRR},
  volume       = {abs/1807.05698},
  year         = {2018},
  url          = {http://arxiv.org/abs/1807.05698},
  eprinttype    = {arXiv},
  eprint       = {1807.05698},
  timestamp    = {Thu, 15 Nov 2018 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1807-05698.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1808-05331,
  author       = {Risheng Liu and
                  Shichao Cheng and
                  Yi He and
                  Xin Fan and
                  Zhouchen Lin and
                  Zhongxuan Luo},
  title        = {On the Convergence of Learning-based Iterative Methods for Nonconvex
                  Inverse Problems},
  journal      = {CoRR},
  volume       = {abs/1808.05331},
  year         = {2018},
  url          = {http://arxiv.org/abs/1808.05331},
  eprinttype    = {arXiv},
  eprint       = {1808.05331},
  timestamp    = {Thu, 11 Feb 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1808-05331.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1809-04508,
  author       = {Zhisheng Zhong and
                  Tiancheng Shen and
                  Yibo Yang and
                  Zhouchen Lin and
                  Chao Zhang},
  title        = {Joint Sub-bands Learning with Clique Structures for Wavelet Domain
                  Super-Resolution},
  journal      = {CoRR},
  volume       = {abs/1809.04508},
  year         = {2018},
  url          = {http://arxiv.org/abs/1809.04508},
  eprinttype    = {arXiv},
  eprint       = {1809.04508},
  timestamp    = {Mon, 30 Nov 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1809-04508.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1810-01638,
  author       = {Huan Li and
                  Yibo Yang and
                  Dongmin Chen and
                  Zhouchen Lin},
  title        = {Optimization Algorithm Inspired Deep Neural Network Structure Design},
  journal      = {CoRR},
  volume       = {abs/1810.01638},
  year         = {2018},
  url          = {http://arxiv.org/abs/1810.01638},
  eprinttype    = {arXiv},
  eprint       = {1810.01638},
  timestamp    = {Wed, 31 Oct 2018 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1810-01638.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1810-05186,
  author       = {Fanhua Shang and
                  James Cheng and
                  Yuanyuan Liu and
                  Zhi{-}Quan Luo and
                  Zhouchen Lin},
  title        = {Bilinear Factor Matrix Norm Minimization for Robust {PCA:} Algorithms
                  and Applications},
  journal      = {CoRR},
  volume       = {abs/1810.05186},
  year         = {2018},
  url          = {http://arxiv.org/abs/1810.05186},
  eprinttype    = {arXiv},
  eprint       = {1810.05186},
  timestamp    = {Fri, 11 Oct 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1810-05186.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1811-01501,
  author       = {Jia Li and
                  Cong Fang and
                  Zhouchen Lin},
  title        = {Lifted Proximal Operator Machines},
  journal      = {CoRR},
  volume       = {abs/1811.01501},
  year         = {2018},
  url          = {http://arxiv.org/abs/1811.01501},
  eprinttype    = {arXiv},
  eprint       = {1811.01501},
  timestamp    = {Thu, 22 Nov 2018 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1811-01501.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cviu/ChenCLSW17,
  author       = {Yisong Chen and
                  Antoni B. Chan and
                  Zhouchen Lin and
                  Kenji Suzuki and
                  Guoping Wang},
  title        = {Efficient tree-structured SfM by {RANSAC} generalized Procrustes analysis},
  journal      = {Comput. Vis. Image Underst.},
  volume       = {157},
  pages        = {179--189},
  year         = {2017},
  url          = {https://doi.org/10.1016/j.cviu.2017.02.005},
  doi          = {10.1016/J.CVIU.2017.02.005},
  timestamp    = {Tue, 21 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/cviu/ChenCLSW17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/WuLZZ17,
  author       = {Jianlong Wu and
                  Zhouchen Lin and
                  Wenming Zheng and
                  Hongbin Zha},
  title        = {Locality-constrained linear coding based bi-layer model for multi-view
                  facial expression recognition},
  journal      = {Neurocomputing},
  volume       = {239},
  pages        = {143--152},
  year         = {2017},
  url          = {https://doi.org/10.1016/j.neucom.2017.02.012},
  doi          = {10.1016/J.NEUCOM.2017.02.012},
  timestamp    = {Sat, 20 May 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/ijon/WuLZZ17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pr/FangZZL17,
  author       = {Cong Fang and
                  Zhenyu Zhao and
                  Pan Zhou and
                  Zhouchen Lin},
  title        = {Feature learning via partial differential equation with applications
                  to face recognition},
  journal      = {Pattern Recognit.},
  volume       = {69},
  pages        = {14--25},
  year         = {2017},
  url          = {https://doi.org/10.1016/j.patcog.2017.03.034},
  doi          = {10.1016/J.PATCOG.2017.03.034},
  timestamp    = {Sat, 30 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/pr/FangZZL17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tip/LinLZ17,
  author       = {Yang Lin and
                  Zhouchen Lin and
                  Hongbin Zha},
  title        = {The Shape Interaction Matrix-Based Affine Invariant Mismatch Removal
                  for Partial-Duplicate Image Search},
  journal      = {{IEEE} Trans. Image Process.},
  volume       = {26},
  number       = {2},
  pages        = {561--573},
  year         = {2017},
  url          = {https://doi.org/10.1109/TIP.2016.2629452},
  doi          = {10.1109/TIP.2016.2629452},
  timestamp    = {Sun, 10 May 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/tip/LinLZ17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tip/LiBLY17,
  author       = {Jia Li and
                  Chen{-}Yan Bai and
                  Zhouchen Lin and
                  Jian Yu},
  title        = {Automatic Design of High-Sensitivity Color Filter Arrays With Panchromatic
                  Pixels},
  journal      = {{IEEE} Trans. Image Process.},
  volume       = {26},
  number       = {2},
  pages        = {870--883},
  year         = {2017},
  url          = {https://doi.org/10.1109/TIP.2016.2633869},
  doi          = {10.1109/TIP.2016.2633869},
  timestamp    = {Sun, 10 May 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/tip/LiBLY17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tip/ZhouZL17,
  author       = {Pan Zhou and
                  Chao Zhang and
                  Zhouchen Lin},
  title        = {Bilevel Model-Based Discriminative Dictionary Learning for Recognition},
  journal      = {{IEEE} Trans. Image Process.},
  volume       = {26},
  number       = {3},
  pages        = {1173--1187},
  year         = {2017},
  url          = {https://doi.org/10.1109/TIP.2016.2623487},
  doi          = {10.1109/TIP.2016.2623487},
  timestamp    = {Sat, 30 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/tip/ZhouZL17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tip/LiBLY17a,
  author       = {Jia Li and
                  Chen{-}Yan Bai and
                  Zhouchen Lin and
                  Jian Yu},
  title        = {Optimized Color Filter Arrays for Sparse Representation-Based Demosaicking},
  journal      = {{IEEE} Trans. Image Process.},
  volume       = {26},
  number       = {5},
  pages        = {2381--2393},
  year         = {2017},
  url          = {https://doi.org/10.1109/TIP.2017.2679440},
  doi          = {10.1109/TIP.2017.2679440},
  timestamp    = {Sun, 10 May 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/tip/LiBLY17a.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tip/ZhuangZGYLM17,
  author       = {Liansheng Zhuang and
                  Zihan Zhou and
                  Shenghua Gao and
                  Jingwen Yin and
                  Zhouchen Lin and
                  Yi Ma},
  title        = {Label Information Guided Graph Construction for Semi-Supervised Learning},
  journal      = {{IEEE} Trans. Image Process.},
  volume       = {26},
  number       = {9},
  pages        = {4182--4192},
  year         = {2017},
  url          = {https://doi.org/10.1109/TIP.2017.2703120},
  doi          = {10.1109/TIP.2017.2703120},
  timestamp    = {Sun, 10 May 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/tip/ZhuangZGYLM17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/FangL17,
  author       = {Cong Fang and
                  Zhouchen Lin},
  editor       = {Satinder Singh and
                  Shaul Markovitch},
  title        = {Parallel Asynchronous Stochastic Variance Reduction for Nonconvex
                  Optimization},
  booktitle    = {Proceedings of the Thirty-First {AAAI} Conference on Artificial Intelligence,
                  February 4-9, 2017, San Francisco, California, {USA}},
  pages        = {794--800},
  publisher    = {{AAAI} Press},
  year         = {2017},
  url          = {https://doi.org/10.1609/aaai.v31i1.10651},
  doi          = {10.1609/AAAI.V31I1.10651},
  timestamp    = {Mon, 04 Sep 2023 14:40:32 +0200},
  biburl       = {https://dblp.org/rec/conf/aaai/FangL17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/XuLZ17,
  author       = {Chen Xu and
                  Zhouchen Lin and
                  Hongbin Zha},
  editor       = {Satinder Singh and
                  Shaul Markovitch},
  title        = {A Unified Convex Surrogate for the Schatten-\emph{p} Norm},
  booktitle    = {Proceedings of the Thirty-First {AAAI} Conference on Artificial Intelligence,
                  February 4-9, 2017, San Francisco, California, {USA}},
  pages        = {926--932},
  publisher    = {{AAAI} Press},
  year         = {2017},
  url          = {https://doi.org/10.1609/aaai.v31i1.10646},
  doi          = {10.1609/AAAI.V31I1.10646},
  timestamp    = {Mon, 04 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/aaai/XuLZ17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/ZhangYLX17,
  author       = {Hongyang Zhang and
                  Shan You and
                  Zhouchen Lin and
                  Chao Xu},
  editor       = {Satinder Singh and
                  Shaul Markovitch},
  title        = {Fast Compressive Phase Retrieval under Bounded Noise},
  booktitle    = {Proceedings of the Thirty-First {AAAI} Conference on Artificial Intelligence,
                  February 4-9, 2017, San Francisco, California, {USA}},
  pages        = {2884--2890},
  publisher    = {{AAAI} Press},
  year         = {2017},
  url          = {https://doi.org/10.1609/aaai.v31i1.10876},
  doi          = {10.1609/AAAI.V31I1.10876},
  timestamp    = {Mon, 04 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/aaai/ZhangYLX17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dcc/ZhangMLZW017,
  author       = {Xiang Zhang and
                  Siwei Ma and
                  Zhouchen Lin and
                  Jian Zhang and
                  Shiqi Wang and
                  Wen Gao},
  editor       = {Ali Bilgin and
                  Michael W. Marcellin and
                  Joan Serra{-}Sagrist{\`{a}} and
                  James A. Storer},
  title        = {Globally Variance-Constrained Sparse Representation for Rate-Distortion
                  Optimized Image Representation},
  booktitle    = {2017 Data Compression Conference, {DCC} 2017, Snowbird, UT, USA, April
                  4-7, 2017},
  pages        = {380--389},
  publisher    = {{IEEE}},
  year         = {2017},
  url          = {https://doi.org/10.1109/DCC.2017.63},
  doi          = {10.1109/DCC.2017.63},
  timestamp    = {Thu, 07 May 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/dcc/ZhangMLZW017.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/GuoL17,
  author       = {Xiaojie Guo and
                  Zhouchen Lin},
  editor       = {Carles Sierra},
  title        = {{ROUTE:} Robust Outlier Estimation for Low Rank Matrix Recovery},
  booktitle    = {Proceedings of the Twenty-Sixth International Joint Conference on
                  Artificial Intelligence, {IJCAI} 2017, Melbourne, Australia, August
                  19-25, 2017},
  pages        = {1746--1752},
  publisher    = {ijcai.org},
  year         = {2017},
  url          = {https://doi.org/10.24963/ijcai.2017/242},
  doi          = {10.24963/IJCAI.2017/242},
  timestamp    = {Tue, 20 Aug 2019 16:16:54 +0200},
  biburl       = {https://dblp.org/rec/conf/ijcai/GuoL17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/LinYLLZ17,
  author       = {Yang Lin and
                  Li Yang and
                  Zhouchen Lin and
                  Tong Lin and
                  Hongbin Zha},
  title        = {Factorization for projective and metric reconstruction via truncated
                  nuclear norm},
  booktitle    = {2017 International Joint Conference on Neural Networks, {IJCNN} 2017,
                  Anchorage, AK, USA, May 14-19, 2017},
  pages        = {470--477},
  publisher    = {{IEEE}},
  year         = {2017},
  url          = {https://doi.org/10.1109/IJCNN.2017.7965891},
  doi          = {10.1109/IJCNN.2017.7965891},
  timestamp    = {Mon, 27 Mar 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/ijcnn/LinYLLZ17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/FangCL17,
  author       = {Cong Fang and
                  Feng Cheng and
                  Zhouchen Lin},
  editor       = {Isabelle Guyon and
                  Ulrike von Luxburg and
                  Samy Bengio and
                  Hanna M. Wallach and
                  Rob Fergus and
                  S. V. N. Vishwanathan and
                  Roman Garnett},
  title        = {Faster and Non-ergodic {O(1/K)} Stochastic Alternating Direction Method
                  of Multipliers},
  booktitle    = {Advances in Neural Information Processing Systems 30: Annual Conference
                  on Neural Information Processing Systems 2017, December 4-9, 2017,
                  Long Beach, CA, {USA}},
  pages        = {4476--4485},
  year         = {2017},
  url          = {https://proceedings.neurips.cc/paper/2017/hash/7e3b7a5bafcb0fa8e8dfe3ea6aca9186-Abstract.html},
  timestamp    = {Thu, 21 Jan 2021 13:58:27 +0100},
  biburl       = {https://dblp.org/rec/conf/nips/FangCL17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigir/WuLZ17,
  author       = {Jianlong Wu and
                  Zhouchen Lin and
                  Hongbin Zha},
  editor       = {Noriko Kando and
                  Tetsuya Sakai and
                  Hideo Joho and
                  Hang Li and
                  Arjen P. de Vries and
                  Ryen W. White},
  title        = {Joint Latent Subspace Learning and Regression for Cross-Modal Retrieval},
  booktitle    = {Proceedings of the 40th International {ACM} {SIGIR} Conference on
                  Research and Development in Information Retrieval, Shinjuku, Tokyo,
                  Japan, August 7-11, 2017},
  pages        = {917--920},
  publisher    = {{ACM}},
  year         = {2017},
  url          = {https://doi.org/10.1145/3077136.3080678},
  doi          = {10.1145/3077136.3080678},
  timestamp    = {Tue, 06 Nov 2018 11:07:22 +0100},
  biburl       = {https://dblp.org/rec/conf/sigir/WuLZ17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1708-04181,
  author       = {Canyi Lu and
                  Jiashi Feng and
                  Yudong Chen and
                  Wei Liu and
                  Zhouchen Lin and
                  Shuicheng Yan},
  title        = {Tensor Robust Principal Component Analysis: Exact Recovery of Corrupted
                  Low-Rank Tensors via Convex Optimization},
  journal      = {CoRR},
  volume       = {abs/1708.04181},
  year         = {2017},
  url          = {http://arxiv.org/abs/1708.04181},
  eprinttype    = {arXiv},
  eprint       = {1708.04181},
  timestamp    = {Tue, 25 Oct 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1708-04181.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1712-02979,
  author       = {Canyi Lu and
                  Jiashi Feng and
                  Zhouchen Lin and
                  Shuicheng Yan},
  title        = {Nonconvex Sparse Spectral Clustering by Alternating Direction Method
                  of Multipliers and Its Convergence Analysis},
  journal      = {CoRR},
  volume       = {abs/1712.02979},
  year         = {2017},
  url          = {http://arxiv.org/abs/1712.02979},
  eprinttype    = {arXiv},
  eprint       = {1712.02979},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1712-02979.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/ZhuangWLYMY16,
  author       = {Liansheng Zhuang and
                  Jingjing Wang and
                  Zhouchen Lin and
                  Allen Y. Yang and
                  Yi Ma and
                  Nenghai Yu},
  title        = {Locality-preserving low-rank representation for graph construction
                  from nonlinear manifolds},
  journal      = {Neurocomputing},
  volume       = {175},
  pages        = {715--722},
  year         = {2016},
  url          = {https://doi.org/10.1016/j.neucom.2015.10.119},
  doi          = {10.1016/J.NEUCOM.2015.10.119},
  timestamp    = {Wed, 13 Jan 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/ijon/ZhuangWLYMY16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/ZhaoLW16,
  author       = {Zhenyu Zhao and
                  Zhouchen Lin and
                  Yi Wu},
  title        = {A fast alternating time-splitting approach for learning partial differential
                  equations},
  journal      = {Neurocomputing},
  volume       = {185},
  pages        = {171--182},
  year         = {2016},
  url          = {https://doi.org/10.1016/j.neucom.2015.10.126},
  doi          = {10.1016/J.NEUCOM.2015.10.126},
  timestamp    = {Sat, 20 May 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/ijon/ZhaoLW16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jei/LiBLY16,
  author       = {Jia Li and
                  Chen{-}Yan Bai and
                  Zhouchen Lin and
                  Jian Yu},
  title        = {Penrose high-dynamic-range imaging},
  journal      = {J. Electronic Imaging},
  volume       = {25},
  number       = {3},
  pages        = {033024},
  year         = {2016},
  url          = {https://doi.org/10.1117/1.JEI.25.3.033024},
  doi          = {10.1117/1.JEI.25.3.033024},
  timestamp    = {Tue, 14 May 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/jei/LiBLY16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pami/YinGL16,
  author       = {Ming Yin and
                  Junbin Gao and
                  Zhouchen Lin},
  title        = {Laplacian Regularized Low-Rank Representation and Its Applications},
  journal      = {{IEEE} Trans. Pattern Anal. Mach. Intell.},
  volume       = {38},
  number       = {3},
  pages        = {504--517},
  year         = {2016},
  url          = {https://doi.org/10.1109/TPAMI.2015.2462360},
  doi          = {10.1109/TPAMI.2015.2462360},
  timestamp    = {Tue, 19 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/pami/YinGL16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pami/LinH16,
  author       = {Zhouchen Lin and
                  Yameng Huang},
  title        = {Fast Multidimensional Ellipsoid-Specific Fitting by Alternating Direction
                  Method of Multipliers},
  journal      = {{IEEE} Trans. Pattern Anal. Mach. Intell.},
  volume       = {38},
  number       = {5},
  pages        = {1021--1026},
  year         = {2016},
  url          = {https://doi.org/10.1109/TPAMI.2015.2469283},
  doi          = {10.1109/TPAMI.2015.2469283},
  timestamp    = {Wed, 14 Nov 2018 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/pami/LinH16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pami/LiuZCLSL16,
  author       = {Risheng Liu and
                  Guangyu Zhong and
                  Junjie Cao and
                  Zhouchen Lin and
                  Shiguang Shan and
                  Zhongxuan Luo},
  title        = {Learning to Diffuse: {A} New Perspective to Design PDEs for Visual
                  Analysis},
  journal      = {{IEEE} Trans. Pattern Anal. Mach. Intell.},
  volume       = {38},
  number       = {12},
  pages        = {2457--2471},
  year         = {2016},
  url          = {https://doi.org/10.1109/TPAMI.2016.2522415},
  doi          = {10.1109/TPAMI.2016.2522415},
  timestamp    = {Wed, 14 Nov 2018 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/pami/LiuZCLSL16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pr/LiSLHT16,
  author       = {Qi Li and
                  Zhenan Sun and
                  Zhouchen Lin and
                  Ran He and
                  Tieniu Tan},
  title        = {Transformation invariant subspace clustering},
  journal      = {Pattern Recognit.},
  volume       = {59},
  pages        = {142--155},
  year         = {2016},
  url          = {https://doi.org/10.1016/j.patcog.2016.02.006},
  doi          = {10.1016/J.PATCOG.2016.02.006},
  timestamp    = {Fri, 26 Jan 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/pr/LiSLHT16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tip/LuTYL16,
  author       = {Canyi Lu and
                  Jinhui Tang and
                  Shuicheng Yan and
                  Zhouchen Lin},
  title        = {Nonconvex Nonsmooth Low Rank Minimization via Iteratively Reweighted
                  Nuclear Norm},
  journal      = {{IEEE} Trans. Image Process.},
  volume       = {25},
  number       = {2},
  pages        = {829--839},
  year         = {2016},
  url          = {https://doi.org/10.1109/TIP.2015.2511584},
  doi          = {10.1109/TIP.2015.2511584},
  timestamp    = {Tue, 08 Mar 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/tip/LuTYL16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tip/BaiLLY16,
  author       = {Chen{-}Yan Bai and
                  Jia Li and
                  Zhouchen Lin and
                  Jian Yu},
  title        = {Automatic Design of Color Filter Arrays in the Frequency Domain},
  journal      = {{IEEE} Trans. Image Process.},
  volume       = {25},
  number       = {4},
  pages        = {1793--1807},
  year         = {2016},
  url          = {https://doi.org/10.1109/TIP.2016.2531287},
  doi          = {10.1109/TIP.2016.2531287},
  timestamp    = {Sun, 10 May 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/tip/BaiLLY16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tip/LuYL16,
  author       = {Canyi Lu and
                  Shuicheng Yan and
                  Zhouchen Lin},
  title        = {Convex Sparse Spectral Clustering: Single-View to Multi-View},
  journal      = {{IEEE} Trans. Image Process.},
  volume       = {25},
  number       = {6},
  pages        = {2833--2843},
  year         = {2016},
  url          = {https://doi.org/10.1109/TIP.2016.2553459},
  doi          = {10.1109/TIP.2016.2553459},
  timestamp    = {Sun, 10 May 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/tip/LuYL16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tit/ZhangLZ16,
  author       = {Hongyang Zhang and
                  Zhouchen Lin and
                  Chao Zhang},
  title        = {Completing Low-Rank Matrices With Corrupted Samples From Few Coefficients
                  in General Basis},
  journal      = {{IEEE} Trans. Inf. Theory},
  volume       = {62},
  number       = {8},
  pages        = {4748--4768},
  year         = {2016},
  url          = {https://doi.org/10.1109/TIT.2016.2573311},
  doi          = {10.1109/TIT.2016.2573311},
  timestamp    = {Mon, 30 Nov 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/tit/ZhangLZ16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tnn/ZhouLZ16,
  author       = {Pan Zhou and
                  Zhouchen Lin and
                  Chao Zhang},
  title        = {Integrated Low-Rank-Based Discriminative Feature Learning for Recognition},
  journal      = {{IEEE} Trans. Neural Networks Learn. Syst.},
  volume       = {27},
  number       = {5},
  pages        = {1080--1093},
  year         = {2016},
  url          = {https://doi.org/10.1109/TNNLS.2015.2436951},
  doi          = {10.1109/TNNLS.2015.2436951},
  timestamp    = {Sat, 30 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/tnn/ZhouLZ16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tnn/FuGTLH16,
  author       = {Yifan Fu and
                  Junbin Gao and
                  David Tien and
                  Zhouchen Lin and
                  Xia Hong},
  title        = {Tensor {LRR} and Sparse Coding-Based Subspace Clustering},
  journal      = {{IEEE} Trans. Neural Networks Learn. Syst.},
  volume       = {27},
  number       = {10},
  pages        = {2120--2133},
  year         = {2016},
  url          = {https://doi.org/10.1109/TNNLS.2016.2553155},
  doi          = {10.1109/TNNLS.2016.2553155},
  timestamp    = {Mon, 09 Mar 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/tnn/FuGTLH16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/LuLLY16,
  author       = {Canyi Lu and
                  Huan Li and
                  Zhouchen Lin and
                  Shuicheng Yan},
  editor       = {Dale Schuurmans and
                  Michael P. Wellman},
  title        = {Fast Proximal Linearized Alternating Direction Method of Multiplier
                  with Parallel Splitting},
  booktitle    = {Proceedings of the Thirtieth {AAAI} Conference on Artificial Intelligence,
                  February 12-17, 2016, Phoenix, Arizona, {USA}},
  pages        = {739--745},
  publisher    = {{AAAI} Press},
  year         = {2016},
  url          = {https://doi.org/10.1609/aaai.v30i1.10064},
  doi          = {10.1609/AAAI.V30I1.10064},
  timestamp    = {Mon, 04 Sep 2023 15:08:28 +0200},
  biburl       = {https://dblp.org/rec/conf/aaai/LuLLY16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/XuLZZ16,
  author       = {Chen Xu and
                  Zhouchen Lin and
                  Zhenyu Zhao and
                  Hongbin Zha},
  editor       = {Dale Schuurmans and
                  Michael P. Wellman},
  title        = {Relaxed Majorization-Minimization for Non-Smooth and Non-Convex Optimization},
  booktitle    = {Proceedings of the Thirtieth {AAAI} Conference on Artificial Intelligence,
                  February 12-17, 2016, Phoenix, Arizona, {USA}},
  pages        = {812--818},
  publisher    = {{AAAI} Press},
  year         = {2016},
  url          = {https://doi.org/10.1609/aaai.v30i1.10074},
  doi          = {10.1609/AAAI.V30I1.10074},
  timestamp    = {Mon, 04 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/aaai/XuLZZ16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/PanLS016,
  author       = {Jin{-}shan Pan and
                  Zhouchen Lin and
                  Zhixun Su and
                  Ming{-}Hsuan Yang},
  title        = {Robust Kernel Estimation with Outliers Handling for Image Deblurring},
  booktitle    = {2016 {IEEE} Conference on Computer Vision and Pattern Recognition,
                  {CVPR} 2016, Las Vegas, NV, USA, June 27-30, 2016},
  pages        = {2800--2808},
  publisher    = {{IEEE} Computer Society},
  year         = {2016},
  url          = {https://doi.org/10.1109/CVPR.2016.306},
  doi          = {10.1109/CVPR.2016.306},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/cvpr/PanLS016.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/LuFCLLY16,
  author       = {Canyi Lu and
                  Jiashi Feng and
                  Yudong Chen and
                  Wei Liu and
                  Zhouchen Lin and
                  Shuicheng Yan},
  title        = {Tensor Robust Principal Component Analysis: Exact Recovery of Corrupted
                  Low-Rank Tensors via Convex Optimization},
  booktitle    = {2016 {IEEE} Conference on Computer Vision and Pattern Recognition,
                  {CVPR} 2016, Las Vegas, NV, USA, June 27-30, 2016},
  pages        = {5249--5257},
  publisher    = {{IEEE} Computer Society},
  year         = {2016},
  url          = {https://doi.org/10.1109/CVPR.2016.567},
  doi          = {10.1109/CVPR.2016.567},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/cvpr/LuFCLLY16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eccv/ShenLH16,
  author       = {Li Shen and
                  Zhouchen Lin and
                  Qingming Huang},
  editor       = {Bastian Leibe and
                  Jiri Matas and
                  Nicu Sebe and
                  Max Welling},
  title        = {Relay Backpropagation for Effective Learning of Deep Convolutional
                  Neural Networks},
  booktitle    = {Computer Vision - {ECCV} 2016 - 14th European Conference, Amsterdam,
                  The Netherlands, October 11-14, 2016, Proceedings, Part {VII}},
  series       = {Lecture Notes in Computer Science},
  volume       = {9911},
  pages        = {467--482},
  publisher    = {Springer},
  year         = {2016},
  url          = {https://doi.org/10.1007/978-3-319-46478-7\_29},
  doi          = {10.1007/978-3-319-46478-7\_29},
  timestamp    = {Wed, 07 Dec 2022 23:10:23 +0100},
  biburl       = {https://dblp.org/rec/conf/eccv/ShenLH16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmi/WuLZ16,
  author       = {Jianlong Wu and
                  Zhouchen Lin and
                  Hongbin Zha},
  editor       = {Yukiko I. Nakano and
                  Elisabeth Andr{\'{e}} and
                  Toyoaki Nishida and
                  Louis{-}Philippe Morency and
                  Carlos Busso and
                  Catherine Pelachaud},
  title        = {Multi-view common space learning for emotion recognition in the wild},
  booktitle    = {Proceedings of the 18th {ACM} International Conference on Multimodal
                  Interaction, {ICMI} 2016, Tokyo, Japan, November 12-16, 2016},
  pages        = {464--471},
  publisher    = {{ACM}},
  year         = {2016},
  url          = {https://doi.org/10.1145/2993148.2997631},
  doi          = {10.1145/2993148.2997631},
  timestamp    = {Sat, 30 Sep 2023 09:45:54 +0200},
  biburl       = {https://dblp.org/rec/conf/icmi/WuLZ16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigir/HouLY16,
  author       = {Yuqing Hou and
                  Zhouchen Lin and
                  Jin{-}ge Yao},
  editor       = {Raffaele Perego and
                  Fabrizio Sebastiani and
                  Javed A. Aslam and
                  Ian Ruthven and
                  Justin Zobel},
  title        = {Subspace Clustering Based Tag Sharing for Inductive Tag Matrix Refinement
                  with Complex Errors},
  booktitle    = {Proceedings of the 39th International {ACM} {SIGIR} conference on
                  Research and Development in Information Retrieval, {SIGIR} 2016, Pisa,
                  Italy, July 17-21, 2016},
  pages        = {1013--1016},
  publisher    = {{ACM}},
  year         = {2016},
  url          = {https://doi.org/10.1145/2911451.2914693},
  doi          = {10.1145/2911451.2914693},
  timestamp    = {Wed, 14 Nov 2018 10:58:11 +0100},
  biburl       = {https://dblp.org/rec/conf/sigir/HouLY16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/LuFYL16,
  author       = {Canyi Lu and
                  Jiashi Feng and
                  Shuicheng Yan and
                  Zhouchen Lin},
  title        = {A Unified Alternating Direction Method of Multipliers by Majorization
                  Minimization},
  journal      = {CoRR},
  volume       = {abs/1607.02584},
  year         = {2016},
  url          = {http://arxiv.org/abs/1607.02584},
  eprinttype    = {arXiv},
  eprint       = {1607.02584},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/LuFYL16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/ZhangSMLZW016,
  author       = {Xiang Zhang and
                  Jiarui Sun and
                  Siwei Ma and
                  Zhouchen Lin and
                  Jian Zhang and
                  Shiqi Wang and
                  Wen Gao},
  title        = {Globally Variance-Constrained Sparse Representation for Image Set
                  Compression},
  journal      = {CoRR},
  volume       = {abs/1608.04902},
  year         = {2016},
  url          = {http://arxiv.org/abs/1608.04902},
  eprinttype    = {arXiv},
  eprint       = {1608.04902},
  timestamp    = {Thu, 07 May 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/ZhangSMLZW016.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/XuLZ16,
  author       = {Chen Xu and
                  Zhouchen Lin and
                  Hongbin Zha},
  title        = {A Unified Convex Surrogate for the Schatten-{\textdollar}p{\textdollar}
                  Norm},
  journal      = {CoRR},
  volume       = {abs/1611.08372},
  year         = {2016},
  url          = {http://arxiv.org/abs/1611.08372},
  eprinttype    = {arXiv},
  eprint       = {1611.08372},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/XuLZ16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/ZhaoFLW15,
  author       = {Zhenyu Zhao and
                  Cong Fang and
                  Zhouchen Lin and
                  Yi Wu},
  title        = {A robust hybrid method for text detection in natural scenes by learning-based
                  partial differential equations},
  journal      = {Neurocomputing},
  volume       = {168},
  pages        = {23--34},
  year         = {2015},
  url          = {https://doi.org/10.1016/j.neucom.2015.06.019},
  doi          = {10.1016/J.NEUCOM.2015.06.019},
  timestamp    = {Sat, 20 May 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/ijon/ZhaoFLW15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/LinLL15,
  author       = {Zhouchen Lin and
                  Risheng Liu and
                  Huan Li},
  title        = {Linearized alternating direction method with parallel splitting and
                  adaptive penalty for separable convex programs in machine learning},
  journal      = {Mach. Learn.},
  volume       = {99},
  number       = {2},
  pages        = {287--325},
  year         = {2015},
  url          = {https://doi.org/10.1007/s10994-014-5469-5},
  doi          = {10.1007/S10994-014-5469-5},
  timestamp    = {Mon, 02 Mar 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/ml/LinLL15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/neco/ZhangLZG15,
  author       = {Hongyang Zhang and
                  Zhouchen Lin and
                  Chao Zhang and
                  Junbin Gao},
  title        = {Relations Among Some Low-Rank Subspace Recovery Models},
  journal      = {Neural Comput.},
  volume       = {27},
  number       = {9},
  pages        = {1915--1950},
  year         = {2015},
  url          = {https://doi.org/10.1162/NECO\_a\_00762},
  doi          = {10.1162/NECO\_A\_00762},
  timestamp    = {Mon, 30 Nov 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/neco/ZhangLZG15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pr/QianLYZL15,
  author       = {Jianjun Qian and
                  Lei Luo and
                  Jian Yang and
                  Fanlong Zhang and
                  Zhouchen Lin},
  title        = {Robust nuclear norm regularized regression for face recognition with
                  occlusion},
  journal      = {Pattern Recognit.},
  volume       = {48},
  number       = {10},
  pages        = {3145--3159},
  year         = {2015},
  url          = {https://doi.org/10.1016/j.patcog.2015.04.017},
  doi          = {10.1016/J.PATCOG.2015.04.017},
  timestamp    = {Thu, 22 Oct 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/pr/QianLYZL15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tip/LuLY15,
  author       = {Canyi Lu and
                  Zhouchen Lin and
                  Shuicheng Yan},
  title        = {Smoothed Low Rank and Sparse Matrix Recovery by Iteratively Reweighted
                  Least Squares Minimization},
  journal      = {{IEEE} Trans. Image Process.},
  volume       = {24},
  number       = {2},
  pages        = {646--654},
  year         = {2015},
  url          = {https://doi.org/10.1109/TIP.2014.2380155},
  doi          = {10.1109/TIP.2014.2380155},
  timestamp    = {Sun, 10 May 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/tip/LuLY15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tip/BaiLLYC15,
  author       = {Chen{-}Yan Bai and
                  Jia Li and
                  Zhouchen Lin and
                  Jian Yu and
                  Yen{-}Wei Chen},
  title        = {Penrose Demosaicking},
  journal      = {{IEEE} Trans. Image Process.},
  volume       = {24},
  number       = {5},
  pages        = {1672--1684},
  year         = {2015},
  url          = {https://doi.org/10.1109/TIP.2015.2409569},
  doi          = {10.1109/TIP.2015.2409569},
  timestamp    = {Tue, 02 Mar 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/tip/BaiLLYC15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tip/ShenSHWLW15,
  author       = {Li Shen and
                  Gang Sun and
                  Qingming Huang and
                  Shuhui Wang and
                  Zhouchen Lin and
                  Enhua Wu},
  title        = {Multi-Level Discriminative Dictionary Learning With Application to
                  Large Scale Image Classification},
  journal      = {{IEEE} Trans. Image Process.},
  volume       = {24},
  number       = {10},
  pages        = {3109--3123},
  year         = {2015},
  url          = {https://doi.org/10.1109/TIP.2015.2438548},
  doi          = {10.1109/TIP.2015.2438548},
  timestamp    = {Mon, 30 Oct 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/tip/ShenSHWLW15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tip/ZhuangGTWLMY15,
  author       = {Liansheng Zhuang and
                  Shenghua Gao and
                  Jinhui Tang and
                  Jingjing Wang and
                  Zhouchen Lin and
                  Yi Ma and
                  Nenghai Yu},
  title        = {Constructing a Nonnegative Low-Rank and Sparse Graph With Data-Adaptive
                  Features},
  journal      = {{IEEE} Trans. Image Process.},
  volume       = {24},
  number       = {11},
  pages        = {3717--3728},
  year         = {2015},
  url          = {https://doi.org/10.1109/TIP.2015.2441632},
  doi          = {10.1109/TIP.2015.2441632},
  timestamp    = {Tue, 08 Mar 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/tip/ZhuangGTWLMY15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tip/YinGLSG15,
  author       = {Ming Yin and
                  Junbin Gao and
                  Zhouchen Lin and
                  Qinfeng Shi and
                  Yi Guo},
  title        = {Dual Graph Regularized Latent Low-Rank Representation for Subspace
                  Clustering},
  journal      = {{IEEE} Trans. Image Process.},
  volume       = {24},
  number       = {12},
  pages        = {4918--4933},
  year         = {2015},
  url          = {https://doi.org/10.1109/TIP.2015.2472277},
  doi          = {10.1109/TIP.2015.2472277},
  timestamp    = {Tue, 19 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/tip/YinGLSG15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/LuZXYL15,
  author       = {Canyi Lu and
                  Changbo Zhu and
                  Chunyan Xu and
                  Shuicheng Yan and
                  Zhouchen Lin},
  editor       = {Blai Bonet and
                  Sven Koenig},
  title        = {Generalized Singular Value Thresholding},
  booktitle    = {Proceedings of the Twenty-Ninth {AAAI} Conference on Artificial Intelligence,
                  January 25-30, 2015, Austin, Texas, {USA}},
  pages        = {1805--1811},
  publisher    = {{AAAI} Press},
  year         = {2015},
  url          = {https://doi.org/10.1609/aaai.v29i1.9464},
  doi          = {10.1609/AAAI.V29I1.9464},
  timestamp    = {Mon, 18 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/aaai/LuZXYL15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/ZhangLZC15,
  author       = {Hongyang Zhang and
                  Zhouchen Lin and
                  Chao Zhang and
                  Edward Y. Chang},
  editor       = {Blai Bonet and
                  Sven Koenig},
  title        = {Exact Recoverability of Robust {PCA} via Outlier Pursuit with Tight
                  Recovery Bounds},
  booktitle    = {Proceedings of the Twenty-Ninth {AAAI} Conference on Artificial Intelligence,
                  January 25-30, 2015, Austin, Texas, {USA}},
  pages        = {3143--3149},
  publisher    = {{AAAI} Press},
  year         = {2015},
  url          = {https://doi.org/10.1609/aaai.v29i1.9578},
  doi          = {10.1609/AAAI.V29I1.9578},
  timestamp    = {Mon, 18 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/aaai/ZhangLZC15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/LiZLL15,
  author       = {Baohua Li and
                  Ying Zhang and
                  Zhouchen Lin and
                  Huchuan Lu},
  title        = {Subspace clustering by Mixture of Gaussian Regression},
  booktitle    = {{IEEE} Conference on Computer Vision and Pattern Recognition, {CVPR}
                  2015, Boston, MA, USA, June 7-12, 2015},
  pages        = {2094--2102},
  publisher    = {{IEEE} Computer Society},
  year         = {2015},
  url          = {https://doi.org/10.1109/CVPR.2015.7298821},
  doi          = {10.1109/CVPR.2015.7298821},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/cvpr/LiZLL15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/LiZLC15,
  author       = {Zhizhong Li and
                  Deli Zhao and
                  Zhouchen Lin and
                  Edward Y. Chang},
  title        = {A new retraction for accelerating the Riemannian three-factor low-rank
                  matrix completion algorithm},
  booktitle    = {{IEEE} Conference on Computer Vision and Pattern Recognition, {CVPR}
                  2015, Boston, MA, USA, June 7-12, 2015},
  pages        = {4530--4538},
  publisher    = {{IEEE} Computer Society},
  year         = {2015},
  url          = {https://doi.org/10.1109/CVPR.2015.7299083},
  doi          = {10.1109/CVPR.2015.7299083},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/cvpr/LiZLC15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccv/LiLZG15,
  author       = {Chun{-}Guang Li and
                  Zhouchen Lin and
                  Honggang Zhang and
                  Jun Guo},
  title        = {Learning Semi-Supervised Representation Towards a Unified Optimization
                  Framework for Semi-Supervised Learning},
  booktitle    = {2015 {IEEE} International Conference on Computer Vision, {ICCV} 2015,
                  Santiago, Chile, December 7-13, 2015},
  pages        = {2767--2775},
  publisher    = {{IEEE} Computer Society},
  year         = {2015},
  url          = {https://doi.org/10.1109/ICCV.2015.317},
  doi          = {10.1109/ICCV.2015.317},
  timestamp    = {Thu, 23 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/iccv/LiLZG15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmi/WuLZ15,
  author       = {Jianlong Wu and
                  Zhouchen Lin and
                  Hongbin Zha},
  editor       = {Zhengyou Zhang and
                  Phil Cohen and
                  Dan Bohus and
                  Radu Horaud and
                  Helen Meng},
  title        = {Multiple Models Fusion for Emotion Recognition in the Wild},
  booktitle    = {Proceedings of the 2015 {ACM} on International Conference on Multimodal
                  Interaction, Seattle, WA, USA, November 09 - 13, 2015},
  pages        = {475--481},
  publisher    = {{ACM}},
  year         = {2015},
  url          = {https://doi.org/10.1145/2818346.2830582},
  doi          = {10.1145/2818346.2830582},
  timestamp    = {Tue, 25 May 2021 15:13:19 +0200},
  biburl       = {https://dblp.org/rec/conf/icmi/WuLZ15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/ShenSLHW15,
  author       = {Li Shen and
                  Gang Sun and
                  Zhouchen Lin and
                  Qingming Huang and
                  Enhua Wu},
  editor       = {Qiang Yang and
                  Michael J. Wooldridge},
  title        = {Adaptive Sharing for Image Classification},
  booktitle    = {Proceedings of the Twenty-Fourth International Joint Conference on
                  Artificial Intelligence, {IJCAI} 2015, Buenos Aires, Argentina, July
                  25-31, 2015},
  pages        = {2183--2190},
  publisher    = {{AAAI} Press},
  year         = {2015},
  url          = {http://ijcai.org/Abstract/15/309},
  timestamp    = {Mon, 30 Oct 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/ijcai/ShenSLHW15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isit/LiZLC15,
  author       = {Zhizhong Li and
                  Deli Zhao and
                  Zhouchen Lin and
                  Edward Y. Chang},
  title        = {Determining step sizes in geometric optimization algorithms},
  booktitle    = {{IEEE} International Symposium on Information Theory, {ISIT} 2015,
                  Hong Kong, China, June 14-19, 2015},
  pages        = {1217--1221},
  publisher    = {{IEEE}},
  year         = {2015},
  url          = {https://doi.org/10.1109/ISIT.2015.7282649},
  doi          = {10.1109/ISIT.2015.7282649},
  timestamp    = {Tue, 18 Oct 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/isit/LiZLC15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/LiL15,
  author       = {Huan Li and
                  Zhouchen Lin},
  editor       = {Corinna Cortes and
                  Neil D. Lawrence and
                  Daniel D. Lee and
                  Masashi Sugiyama and
                  Roman Garnett},
  title        = {Accelerated Proximal Gradient Methods for Nonconvex Programming},
  booktitle    = {Advances in Neural Information Processing Systems 28: Annual Conference
                  on Neural Information Processing Systems 2015, December 7-12, 2015,
                  Montreal, Quebec, Canada},
  pages        = {379--387},
  year         = {2015},
  url          = {https://proceedings.neurips.cc/paper/2015/hash/f7664060cc52bc6f3d620bcedc94a4b6-Abstract.html},
  timestamp    = {Mon, 16 May 2022 15:41:51 +0200},
  biburl       = {https://dblp.org/rec/conf/nips/LiL15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/vcip/HouL15,
  author       = {Yuqing Hou and
                  Zhouchen Lin},
  title        = {Image tag completion and refinement by subspace clustering and matrix
                  completion},
  booktitle    = {2015 Visual Communications and Image Processing, {VCIP} 2015, Singapore,
                  December 13-16, 2015},
  pages        = {1--4},
  publisher    = {{IEEE}},
  year         = {2015},
  url          = {https://doi.org/10.1109/VCIP.2015.7457875},
  doi          = {10.1109/VCIP.2015.7457875},
  timestamp    = {Wed, 16 Oct 2019 14:14:52 +0200},
  biburl       = {https://dblp.org/rec/conf/vcip/HouL15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:reference/bio/WanL15,
  author       = {Liang Wan and
                  Zhouchen Lin},
  editor       = {Stan Z. Li and
                  Anil K. Jain},
  title        = {Signature Sample Synthesis},
  booktitle    = {Encyclopedia of Biometrics, Second Edition},
  pages        = {1389--1395},
  publisher    = {Springer {US}},
  year         = {2015},
  url          = {https://doi.org/10.1007/978-1-4899-7488-4\_7},
  doi          = {10.1007/978-1-4899-7488-4\_7},
  timestamp    = {Fri, 27 Oct 2017 15:34:05 +0200},
  biburl       = {https://dblp.org/rec/reference/bio/WanL15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/LuFLY15,
  author       = {Canyi Lu and
                  Jiashi Feng and
                  Zhouchen Lin and
                  Shuicheng Yan},
  title        = {Correlation Adaptive Subspace Segmentation by Trace Lasso},
  journal      = {CoRR},
  volume       = {abs/1501.04276},
  year         = {2015},
  url          = {http://arxiv.org/abs/1501.04276},
  eprinttype    = {arXiv},
  eprint       = {1501.04276},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/LuFLY15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/LuTLLYL15,
  author       = {Canyi Lu and
                  Jinhui Tang and
                  Min Lin and
                  Liang Lin and
                  Shuicheng Yan and
                  Zhouchen Lin},
  title        = {Correntropy Induced {L2} Graph for Robust Subspace Clustering},
  journal      = {CoRR},
  volume       = {abs/1501.04277},
  year         = {2015},
  url          = {http://arxiv.org/abs/1501.04277},
  eprinttype    = {arXiv},
  eprint       = {1501.04277},
  timestamp    = {Fri, 18 Mar 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/LuTLLYL15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/ZhangLZ15,
  author       = {Hongyang Zhang and
                  Zhouchen Lin and
                  Chao Zhang},
  title        = {Completing Low-Rank Matrices with Corrupted Samples from Few Coefficients
                  in General Basis},
  journal      = {CoRR},
  volume       = {abs/1506.07615},
  year         = {2015},
  url          = {http://arxiv.org/abs/1506.07615},
  eprinttype    = {arXiv},
  eprint       = {1506.07615},
  timestamp    = {Mon, 30 Nov 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/ZhangLZ15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/LinLL15,
  author       = {Zhouchen Lin and
                  Canyi Lu and
                  Huan Li},
  title        = {Optimized Projections for Compressed Sensing via Direct Mutual Coherence
                  Minimization},
  journal      = {CoRR},
  volume       = {abs/1508.03117},
  year         = {2015},
  url          = {http://arxiv.org/abs/1508.03117},
  eprinttype    = {arXiv},
  eprint       = {1508.03117},
  timestamp    = {Fri, 24 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/LinLL15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/LuTYL15,
  author       = {Canyi Lu and
                  Jinhui Tang and
                  Shuicheng Yan and
                  Zhouchen Lin},
  title        = {Nonconvex Nonsmooth Low-Rank Minimization via Iteratively Reweighted
                  Nuclear Norm},
  journal      = {CoRR},
  volume       = {abs/1510.06895},
  year         = {2015},
  url          = {http://arxiv.org/abs/1510.06895},
  eprinttype    = {arXiv},
  eprint       = {1510.06895},
  timestamp    = {Fri, 18 Mar 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/LuTYL15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/LuLLY15,
  author       = {Canyi Lu and
                  Huan Li and
                  Zhouchen Lin and
                  Shuicheng Yan},
  title        = {Fast Proximal Linearized Alternating Direction Method of Multiplier
                  with Parallel Splitting},
  journal      = {CoRR},
  volume       = {abs/1511.05133},
  year         = {2015},
  url          = {http://arxiv.org/abs/1511.05133},
  eprinttype    = {arXiv},
  eprint       = {1511.05133},
  timestamp    = {Fri, 24 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/LuLLY15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/LuYL15,
  author       = {Canyi Lu and
                  Shuicheng Yan and
                  Zhouchen Lin},
  title        = {Convex Sparse Spectral Clustering: Single-view to Multi-view},
  journal      = {CoRR},
  volume       = {abs/1511.06860},
  year         = {2015},
  url          = {http://arxiv.org/abs/1511.06860},
  eprinttype    = {arXiv},
  eprint       = {1511.06860},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/LuYL15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/XuLZZ15,
  author       = {Chen Xu and
                  Zhouchen Lin and
                  Zhenyu Zhao and
                  Hongbin Zha},
  title        = {Relaxed Majorization-Minimization for Non-smooth and Non-convex Optimization},
  journal      = {CoRR},
  volume       = {abs/1511.08062},
  year         = {2015},
  url          = {http://arxiv.org/abs/1511.08062},
  eprinttype    = {arXiv},
  eprint       = {1511.08062},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/XuLZZ15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/ShenLH15,
  author       = {Li Shen and
                  Zhouchen Lin and
                  Qingming Huang},
  title        = {Learning Deep Convolutional Neural Networks for Places2 Scene Recognition},
  journal      = {CoRR},
  volume       = {abs/1512.05830},
  year         = {2015},
  url          = {http://arxiv.org/abs/1512.05830},
  eprinttype    = {arXiv},
  eprint       = {1512.05830},
  timestamp    = {Wed, 04 Aug 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/ShenLH15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/LiuLSG14,
  author       = {Risheng Liu and
                  Zhouchen Lin and
                  Zhixun Su and
                  Junbin Gao},
  title        = {Linear time Principal Component Pursuit and its extensions using {\(\mathscr{l}\)}\({}_{\mbox{1}}\)
                  filtering},
  journal      = {Neurocomputing},
  volume       = {142},
  pages        = {529--541},
  year         = {2014},
  url          = {https://doi.org/10.1016/j.neucom.2014.03.046},
  doi          = {10.1016/J.NEUCOM.2014.03.046},
  timestamp    = {Tue, 06 Jun 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/ijon/LiuLSG14.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/ZhangLZG14,
  author       = {Hongyang Zhang and
                  Zhouchen Lin and
                  Chao Zhang and
                  Junbin Gao},
  title        = {Robust latent low rank representation for subspace clustering},
  journal      = {Neurocomputing},
  volume       = {145},
  pages        = {369--373},
  year         = {2014},
  url          = {https://doi.org/10.1016/j.neucom.2014.05.022},
  doi          = {10.1016/J.NEUCOM.2014.05.022},
  timestamp    = {Mon, 30 Nov 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/ijon/ZhangLZG14.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/nn/LiuLS14,
  author       = {Risheng Liu and
                  Zhouchen Lin and
                  Zhixun Su},
  title        = {Learning Markov random walks for robust subspace clustering and estimation},
  journal      = {Neural Networks},
  volume       = {59},
  pages        = {1--15},
  year         = {2014},
  url          = {https://doi.org/10.1016/j.neunet.2014.06.005},
  doi          = {10.1016/J.NEUNET.2014.06.005},
  timestamp    = {Wed, 14 Nov 2018 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/nn/LiuLS14.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tip/FanZLZB14,
  author       = {Mingyu Fan and
                  Xiaoqin Zhang and
                  Zhouchen Lin and
                  Zhongfei Zhang and
                  Hujun Bao},
  title        = {A Regularized Approach for Geodesic-Based Semisupervised Multimanifold
                  Learning},
  journal      = {{IEEE} Trans. Image Process.},
  volume       = {23},
  number       = {5},
  pages        = {2133--2147},
  year         = {2014},
  url          = {https://doi.org/10.1109/TIP.2014.2312643},
  doi          = {10.1109/TIP.2014.2312643},
  timestamp    = {Wed, 27 Jan 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/tip/FanZLZB14.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tnn/ZhengLW14,
  author       = {Wenming Zheng and
                  Zhouchen Lin and
                  Haixian Wang},
  title        = {L1-Norm Kernel Discriminant Analysis Via Bayes Error Bound Optimization
                  for Robust Feature Extraction},
  journal      = {{IEEE} Trans. Neural Networks Learn. Syst.},
  volume       = {25},
  number       = {4},
  pages        = {793--805},
  year         = {2014},
  url          = {https://doi.org/10.1109/TNNLS.2013.2281428},
  doi          = {10.1109/TNNLS.2013.2281428},
  timestamp    = {Mon, 09 Mar 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/tnn/ZhengLW14.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/vc/ZhangLSM14,
  author       = {Xin Zhang and
                  Zhouchen Lin and
                  Fuchun Sun and
                  Yi Ma},
  title        = {Transform invariant text extraction},
  journal      = {Vis. Comput.},
  volume       = {30},
  number       = {4},
  pages        = {401--415},
  year         = {2014},
  url          = {https://doi.org/10.1007/s00371-013-0864-7},
  doi          = {10.1007/S00371-013-0864-7},
  timestamp    = {Tue, 19 Jan 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/vc/ZhangLSM14.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/LuWLY14,
  author       = {Canyi Lu and
                  Yunchao Wei and
                  Zhouchen Lin and
                  Shuicheng Yan},
  editor       = {Carla E. Brodley and
                  Peter Stone},
  title        = {Proximal Iteratively Reweighted Algorithm with Multiple Splitting
                  for Nonconvex Sparsity Optimization},
  booktitle    = {Proceedings of the Twenty-Eighth {AAAI} Conference on Artificial Intelligence,
                  July 27 -31, 2014, Qu{\'{e}}bec City, Qu{\'{e}}bec, Canada},
  pages        = {1251--1257},
  publisher    = {{AAAI} Press},
  year         = {2014},
  url          = {https://doi.org/10.1609/aaai.v28i1.8897},
  doi          = {10.1609/AAAI.V28I1.8897},
  timestamp    = {Mon, 04 Sep 2023 15:06:24 +0200},
  biburl       = {https://dblp.org/rec/conf/aaai/LuWLY14.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/QianYZL14,
  author       = {Jianjun Qian and
                  Jian Yang and
                  Fanglong Zhang and
                  Zhouchen Lin},
  title        = {Robust Low-Rank Regularized Regression for Face Recognition with Occlusion},
  booktitle    = {{IEEE} Conference on Computer Vision and Pattern Recognition, {CVPR}
                  Workshops 2014, Columbus, OH, USA, June 23-28, 2014},
  pages        = {21--26},
  publisher    = {{IEEE} Computer Society},
  year         = {2014},
  url          = {https://doi.org/10.1109/CVPRW.2014.9},
  doi          = {10.1109/CVPRW.2014.9},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/cvpr/QianYZL14.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/WangWLYG14,
  author       = {Chunyu Wang and
                  Yizhou Wang and
                  Zhouchen Lin and
                  Alan L. Yuille and
                  Wen Gao},
  title        = {Robust Estimation of 3D Human Poses from a Single Image},
  booktitle    = {2014 {IEEE} Conference on Computer Vision and Pattern Recognition,
                  {CVPR} 2014, Columbus, OH, USA, June 23-28, 2014},
  pages        = {2369--2376},
  publisher    = {{IEEE} Computer Society},
  year         = {2014},
  url          = {https://doi.org/10.1109/CVPR.2014.303},
  doi          = {10.1109/CVPR.2014.303},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/cvpr/WangWLYG14.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/FengLXY14,
  author       = {Jiashi Feng and
                  Zhouchen Lin and
                  Huan Xu and
                  Shuicheng Yan},
  title        = {Robust Subspace Segmentation with Block-Diagonal Prior},
  booktitle    = {2014 {IEEE} Conference on Computer Vision and Pattern Recognition,
                  {CVPR} 2014, Columbus, OH, USA, June 23-28, 2014},
  pages        = {3818--3825},
  publisher    = {{IEEE} Computer Society},
  year         = {2014},
  url          = {https://doi.org/10.1109/CVPR.2014.482},
  doi          = {10.1109/CVPR.2014.482},
  timestamp    = {Tue, 12 Dec 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/cvpr/FengLXY14.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/HuLFZ14,
  author       = {Han Hu and
                  Zhouchen Lin and
                  Jianjiang Feng and
                  Jie Zhou},
  title        = {Smooth Representation Clustering},
  booktitle    = {2014 {IEEE} Conference on Computer Vision and Pattern Recognition,
                  {CVPR} 2014, Columbus, OH, USA, June 23-28, 2014},
  pages        = {3834--3841},
  publisher    = {{IEEE} Computer Society},
  year         = {2014},
  url          = {https://doi.org/10.1109/CVPR.2014.484},
  doi          = {10.1109/CVPR.2014.484},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/cvpr/HuLFZ14.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/LiuCLS14,
  author       = {Risheng Liu and
                  Junjie Cao and
                  Zhouchen Lin and
                  Shiguang Shan},
  title        = {Adaptive Partial Differential Equation Learning for Visual Saliency
                  Detection},
  booktitle    = {2014 {IEEE} Conference on Computer Vision and Pattern Recognition,
                  {CVPR} 2014, Columbus, OH, USA, June 23-28, 2014},
  pages        = {3866--3873},
  publisher    = {{IEEE} Computer Society},
  year         = {2014},
  url          = {https://doi.org/10.1109/CVPR.2014.494},
  doi          = {10.1109/CVPR.2014.494},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/cvpr/LiuCLS14.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/LuTYL14,
  author       = {Canyi Lu and
                  Jinhui Tang and
                  Shuicheng Yan and
                  Zhouchen Lin},
  title        = {Generalized Nonconvex Nonsmooth Low-Rank Minimization},
  booktitle    = {2014 {IEEE} Conference on Computer Vision and Pattern Recognition,
                  {CVPR} 2014, Columbus, OH, USA, June 23-28, 2014},
  pages        = {4130--4137},
  publisher    = {{IEEE} Computer Society},
  year         = {2014},
  url          = {https://doi.org/10.1109/CVPR.2014.526},
  doi          = {10.1109/CVPR.2014.526},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/cvpr/LuTYL14.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icip/LinXYLZ14,
  author       = {Yang Lin and
                  Chen Xu and
                  Li Yang and
                  Zhouchen Lin and
                  Hongbin Zha},
  title        = {L1-norm global geometric consistency for partial-duplicate image retrieval},
  booktitle    = {2014 {IEEE} International Conference on Image Processing, {ICIP} 2014,
                  Paris, France, October 27-30, 2014},
  pages        = {3033--3037},
  publisher    = {{IEEE}},
  year         = {2014},
  url          = {https://doi.org/10.1109/ICIP.2014.7025613},
  doi          = {10.1109/ICIP.2014.7025613},
  timestamp    = {Wed, 16 Oct 2019 14:14:52 +0200},
  biburl       = {https://dblp.org/rec/conf/icip/LinXYLZ14.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icpr/YangLLZ14,
  author       = {Li Yang and
                  Yang Lin and
                  Zhouchen Lin and
                  Hongbin Zha},
  title        = {Low Rank Global Geometric Consistency for Partial-Duplicate Image
                  Search},
  booktitle    = {22nd International Conference on Pattern Recognition, {ICPR} 2014,
                  Stockholm, Sweden, August 24-28, 2014},
  pages        = {3939--3944},
  publisher    = {{IEEE} Computer Society},
  year         = {2014},
  url          = {https://doi.org/10.1109/ICPR.2014.675},
  doi          = {10.1109/ICPR.2014.675},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/icpr/YangLLZ14.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/FuGTL14,
  author       = {Yifan Fu and
                  Junbin Gao and
                  David Tien and
                  Zhouchen Lin},
  title        = {Tensor {LRR} based subspace clustering},
  booktitle    = {2014 International Joint Conference on Neural Networks, {IJCNN} 2014,
                  Beijing, China, July 6-11, 2014},
  pages        = {1877--1884},
  publisher    = {{IEEE}},
  year         = {2014},
  url          = {https://doi.org/10.1109/IJCNN.2014.6889472},
  doi          = {10.1109/IJCNN.2014.6889472},
  timestamp    = {Wed, 16 Oct 2019 14:14:55 +0200},
  biburl       = {https://dblp.org/rec/conf/ijcnn/FuGTL14.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/LuLY14,
  author       = {Can{-}Yi Lu and
                  Zhouchen Lin and
                  Shuicheng Yan},
  title        = {Smoothed Low Rank and Sparse Matrix Recovery by Iteratively Reweighted
                  Least Squares Minimization},
  journal      = {CoRR},
  volume       = {abs/1401.7413},
  year         = {2014},
  url          = {http://arxiv.org/abs/1401.7413},
  eprinttype    = {arXiv},
  eprint       = {1401.7413},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/LuLY14.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/LuWLY14,
  author       = {Canyi Lu and
                  Yunchao Wei and
                  Zhouchen Lin and
                  Shuicheng Yan},
  title        = {Proximal Iteratively Reweighted Algorithm with Multiple Splitting
                  for Nonconvex Sparsity Optimization},
  journal      = {CoRR},
  volume       = {abs/1404.6871},
  year         = {2014},
  url          = {http://arxiv.org/abs/1404.6871},
  eprinttype    = {arXiv},
  eprint       = {1404.6871},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/LuWLY14.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/LuTYL14,
  author       = {Canyi Lu and
                  Jinhui Tang and
                  Shuicheng Yan and
                  Zhouchen Lin},
  title        = {Generalized Nonconvex Nonsmooth Low-Rank Minimization},
  journal      = {CoRR},
  volume       = {abs/1404.7306},
  year         = {2014},
  url          = {http://arxiv.org/abs/1404.7306},
  eprinttype    = {arXiv},
  eprint       = {1404.7306},
  timestamp    = {Fri, 18 Mar 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/LuTYL14.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/WangWLYG14,
  author       = {Chunyu Wang and
                  Yizhou Wang and
                  Zhouchen Lin and
                  Alan L. Yuille and
                  Wen Gao},
  title        = {Robust Estimation of 3D Human Poses from a Single Image},
  journal      = {CoRR},
  volume       = {abs/1406.2282},
  year         = {2014},
  url          = {http://arxiv.org/abs/1406.2282},
  eprinttype    = {arXiv},
  eprint       = {1406.2282},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/WangWLYG14.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/ZhuangGTWLM14,
  author       = {Liansheng Zhuang and
                  Shenghua Gao and
                  Jinhui Tang and
                  Jingjing Wang and
                  Zhouchen Lin and
                  Yi Ma},
  title        = {Constructing a Non-Negative Low Rank and Sparse Graph with Data-Adaptive
                  Features},
  journal      = {CoRR},
  volume       = {abs/1409.0964},
  year         = {2014},
  url          = {http://arxiv.org/abs/1409.0964},
  eprinttype    = {arXiv},
  eprint       = {1409.0964},
  timestamp    = {Mon, 11 Apr 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/ZhuangGTWLM14.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/ZhangLZG14,
  author       = {Hongyang Zhang and
                  Zhouchen Lin and
                  Chao Zhang and
                  Junbin Gao},
  title        = {Relations among Some Low Rank Subspace Recovery Models},
  journal      = {CoRR},
  volume       = {abs/1412.2196},
  year         = {2014},
  url          = {http://arxiv.org/abs/1412.2196},
  eprinttype    = {arXiv},
  eprint       = {1412.2196},
  timestamp    = {Mon, 30 Nov 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/ZhangLZG14.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/LuZXYL14,
  author       = {Canyi Lu and
                  Changbo Zhu and
                  Chunyan Xu and
                  Shuicheng Yan and
                  Zhouchen Lin},
  title        = {Generalized Singular Value Thresholding},
  journal      = {CoRR},
  volume       = {abs/1412.2231},
  year         = {2014},
  url          = {http://arxiv.org/abs/1412.2231},
  eprinttype    = {arXiv},
  eprint       = {1412.2231},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/LuZXYL14.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijcv/RenL13,
  author       = {Xiang Ren and
                  Zhouchen Lin},
  title        = {Linearized Alternating Direction Method with Adaptive Penalty and
                  Warm Starts for Fast Solving Transform Invariant Low-Rank Textures},
  journal      = {Int. J. Comput. Vis.},
  volume       = {104},
  number       = {1},
  pages        = {1--14},
  year         = {2013},
  url          = {https://doi.org/10.1007/s11263-013-0611-6},
  doi          = {10.1007/S11263-013-0611-6},
  timestamp    = {Wed, 15 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/ijcv/RenL13.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/LiLG13a,
  author       = {Chun{-}Guang Li and
                  Zhouchen Lin and
                  Jun Guo},
  title        = {Bases sorting: Generalizing the concept of frequency for over-complete
                  dictionaries},
  journal      = {Neurocomputing},
  volume       = {115},
  pages        = {192--200},
  year         = {2013},
  url          = {https://doi.org/10.1016/j.neucom.2013.02.005},
  doi          = {10.1016/J.NEUCOM.2013.02.005},
  timestamp    = {Fri, 07 May 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/ijon/LiLG13a.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/ZhuangGLL13,
  author       = {Liansheng Zhuang and
                  Haoyuan Gao and
                  Jiebo Luo and
                  Zhouchen Lin},
  title        = {Regularized Semi-Supervised Latent Dirichlet Allocation for visual
                  concept learning},
  journal      = {Neurocomputing},
  volume       = {119},
  pages        = {26--32},
  year         = {2013},
  url          = {https://doi.org/10.1016/j.neucom.2012.04.043},
  doi          = {10.1016/J.NEUCOM.2012.04.043},
  timestamp    = {Wed, 07 Dec 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/ijon/ZhuangGLL13.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/LyuLSZ13,
  author       = {Qin Lyu and
                  Zhouchen Lin and
                  Yiyuan She and
                  Chao Zhang},
  title        = {A comparison of typical {\(\mathscr{l}\)}\({}_{\mbox{p}}\) minimization
                  algorithms},
  journal      = {Neurocomputing},
  volume       = {119},
  pages        = {413--424},
  year         = {2013},
  url          = {https://doi.org/10.1016/j.neucom.2013.03.017},
  doi          = {10.1016/J.NEUCOM.2013.03.017},
  timestamp    = {Mon, 30 Nov 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/ijon/LyuLSZ13.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ivc/LiuL0TS13,
  author       = {Risheng Liu and
                  Zhouchen Lin and
                  Wei Zhang and
                  Kewei Tang and
                  Zhixun Su},
  title        = {Toward designing intelligent PDEs for computer vision: An optimal
                  control approach},
  journal      = {Image Vis. Comput.},
  volume       = {31},
  number       = {1},
  pages        = {43--56},
  year         = {2013},
  url          = {https://doi.org/10.1016/j.imavis.2012.09.004},
  doi          = {10.1016/J.IMAVIS.2012.09.004},
  timestamp    = {Mon, 03 Jan 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/ivc/LiuL0TS13.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pami/LiuLYSYM13,
  author       = {Guangcan Liu and
                  Zhouchen Lin and
                  Shuicheng Yan and
                  Ju Sun and
                  Yong Yu and
                  Yi Ma},
  title        = {Robust Recovery of Subspace Structures by Low-Rank Representation},
  journal      = {{IEEE} Trans. Pattern Anal. Mach. Intell.},
  volume       = {35},
  number       = {1},
  pages        = {171--184},
  year         = {2013},
  url          = {https://doi.org/10.1109/TPAMI.2012.88},
  doi          = {10.1109/TPAMI.2012.88},
  timestamp    = {Wed, 03 Apr 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/pami/LiuLYSYM13.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/prl/RenZZLZ13,
  author       = {Dongwei Ren and
                  Wangmeng Zuo and
                  Xiaofei Zhao and
                  Zhouchen Lin and
                  David Zhang},
  title        = {Fast gradient vector flow computation based on augmented Lagrangian
                  method},
  journal      = {Pattern Recognit. Lett.},
  volume       = {34},
  number       = {2},
  pages        = {219--225},
  year         = {2013},
  url          = {https://doi.org/10.1016/j.patrec.2012.09.017},
  doi          = {10.1016/J.PATREC.2012.09.017},
  timestamp    = {Tue, 29 Dec 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/prl/RenZZLZ13.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/LiuLS13,
  author       = {Risheng Liu and
                  Zhouchen Lin and
                  Zhixun Su},
  editor       = {Cheng Soon Ong and
                  Tu Bao Ho},
  title        = {Linearized Alternating Direction Method with Parallel Splitting and
                  Adaptive Penalty for Separable Convex Programs in Machine Learning},
  booktitle    = {Asian Conference on Machine Learning, {ACML} 2013, Canberra, ACT,
                  Australia, November 13-15, 2013},
  series       = {{JMLR} Workshop and Conference Proceedings},
  volume       = {29},
  pages        = {116--132},
  publisher    = {JMLR.org},
  year         = {2013},
  url          = {http://proceedings.mlr.press/v29/Liu13.html},
  timestamp    = {Wed, 29 May 2019 08:41:47 +0200},
  biburl       = {https://dblp.org/rec/conf/acml/LiuLS13.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccv/LuFLY13,
  author       = {Can{-}Yi Lu and
                  Jiashi Feng and
                  Zhouchen Lin and
                  Shuicheng Yan},
  title        = {Correlation Adaptive Subspace Segmentation by Trace Lasso},
  booktitle    = {{IEEE} International Conference on Computer Vision, {ICCV} 2013, Sydney,
                  Australia, December 1-8, 2013},
  pages        = {1345--1352},
  publisher    = {{IEEE} Computer Society},
  year         = {2013},
  url          = {https://doi.org/10.1109/ICCV.2013.170},
  doi          = {10.1109/ICCV.2013.170},
  timestamp    = {Thu, 23 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/iccv/LuFLY13.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccv/LuTLLYL13,
  author       = {Can{-}Yi Lu and
                  Jinhui Tang and
                  Min Lin and
                  Liang Lin and
                  Shuicheng Yan and
                  Zhouchen Lin},
  title        = {Correntropy Induced {L2} Graph for Robust Subspace Clustering},
  booktitle    = {{IEEE} International Conference on Computer Vision, {ICCV} 2013, Sydney,
                  Australia, December 1-8, 2013},
  pages        = {1801--1808},
  publisher    = {{IEEE} Computer Society},
  year         = {2013},
  url          = {https://doi.org/10.1109/ICCV.2013.226},
  doi          = {10.1109/ICCV.2013.226},
  timestamp    = {Thu, 23 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/iccv/LuTLLYL13.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdar/ZhangLSM13,
  author       = {Xin Zhang and
                  Zhouchen Lin and
                  Fuchun Sun and
                  Yi Ma},
  title        = {Rectification of Optical Characters as Transform Invariant Low-Rank
                  Textures},
  booktitle    = {12th International Conference on Document Analysis and Recognition,
                  {ICDAR} 2013, Washington, DC, USA, August 25-28, 2013},
  pages        = {393--397},
  publisher    = {{IEEE} Computer Society},
  year         = {2013},
  url          = {https://doi.org/10.1109/ICDAR.2013.86},
  doi          = {10.1109/ICDAR.2013.86},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/icdar/ZhangLSM13.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/ZhangLZ13,
  author       = {Hongyang Zhang and
                  Zhouchen Lin and
                  Chao Zhang},
  editor       = {Hendrik Blockeel and
                  Kristian Kersting and
                  Siegfried Nijssen and
                  Filip Zelezn{\'{y}}},
  title        = {A Counterexample for the Validity of Using Nuclear Norm as a Convex
                  Surrogate of Rank},
  booktitle    = {Machine Learning and Knowledge Discovery in Databases - European Conference,
                  {ECML} {PKDD} 2013, Prague, Czech Republic, September 23-27, 2013,
                  Proceedings, Part {II}},
  series       = {Lecture Notes in Computer Science},
  volume       = {8189},
  pages        = {226--241},
  publisher    = {Springer},
  year         = {2013},
  url          = {https://doi.org/10.1007/978-3-642-40991-2\_15},
  doi          = {10.1007/978-3-642-40991-2\_15},
  timestamp    = {Tue, 21 Mar 2023 21:00:11 +0100},
  biburl       = {https://dblp.org/rec/conf/pkdd/ZhangLZ13.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/LiuLS13a,
  author       = {Risheng Liu and
                  Zhouchen Lin and
                  Zhixun Su},
  title        = {Linearized Alternating Direction Method with Parallel Splitting and
                  Adaptive Penalty for Separable Convex Programs in Machine Learning},
  journal      = {CoRR},
  volume       = {abs/1310.5035},
  year         = {2013},
  url          = {http://arxiv.org/abs/1310.5035},
  eprinttype    = {arXiv},
  eprint       = {1310.5035},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/LiuLS13a.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pr/ZhengL12,
  author       = {Wenming Zheng and
                  Zhouchen Lin},
  title        = {A new discriminant subspace analysis approach for multi-class problems},
  journal      = {Pattern Recognit.},
  volume       = {45},
  number       = {4},
  pages        = {1426--1435},
  year         = {2012},
  url          = {https://doi.org/10.1016/j.patcog.2011.10.021},
  doi          = {10.1016/J.PATCOG.2011.10.021},
  timestamp    = {Mon, 24 Feb 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/pr/ZhengL12.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/LiuLTS12,
  author       = {Risheng Liu and
                  Zhouchen Lin and
                  Fernando De la Torre and
                  Zhixun Su},
  title        = {Fixed-rank representation for unsupervised visual learning},
  booktitle    = {2012 {IEEE} Conference on Computer Vision and Pattern Recognition,
                  Providence, RI, USA, June 16-21, 2012},
  pages        = {598--605},
  publisher    = {{IEEE} Computer Society},
  year         = {2012},
  url          = {https://doi.org/10.1109/CVPR.2012.6247726},
  doi          = {10.1109/CVPR.2012.6247726},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/cvpr/LiuLTS12.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/ZhuangGLMZY12,
  author       = {Liansheng Zhuang and
                  Haoyuan Gao and
                  Zhouchen Lin and
                  Yi Ma and
                  Xin Zhang and
                  Nenghai Yu},
  title        = {Non-negative low rank and sparse graph for semi-supervised learning},
  booktitle    = {2012 {IEEE} Conference on Computer Vision and Pattern Recognition,
                  Providence, RI, USA, June 16-21, 2012},
  pages        = {2328--2335},
  publisher    = {{IEEE} Computer Society},
  year         = {2012},
  url          = {https://doi.org/10.1109/CVPR.2012.6247944},
  doi          = {10.1109/CVPR.2012.6247944},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/cvpr/ZhuangGLMZY12.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/FanZLZB12,
  author       = {Mingyu Fan and
                  Xiaoqin Zhang and
                  Zhouchen Lin and
                  Zhongfei Zhang and
                  Hujun Bao},
  editor       = {Mohammed Javeed Zaki and
                  Arno Siebes and
                  Jeffrey Xu Yu and
                  Bart Goethals and
                  Geoffrey I. Webb and
                  Xindong Wu},
  title        = {Geodesic Based Semi-supervised Multi-manifold Feature Extraction},
  booktitle    = {12th {IEEE} International Conference on Data Mining, {ICDM} 2012,
                  Brussels, Belgium, December 10-13, 2012},
  pages        = {852--857},
  publisher    = {{IEEE} Computer Society},
  year         = {2012},
  url          = {https://doi.org/10.1109/ICDM.2012.99},
  doi          = {10.1109/ICDM.2012.99},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/icdm/FanZLZB12.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1203-2210,
  author       = {Risheng Liu and
                  Zhouchen Lin and
                  Fernando De la Torre and
                  Zhixun Su},
  title        = {Fixed-Rank Representation for Unsupervised Visual Learning},
  journal      = {CoRR},
  volume       = {abs/1203.2210},
  year         = {2012},
  url          = {http://arxiv.org/abs/1203.2210},
  eprinttype    = {arXiv},
  eprint       = {1203.2210},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1203-2210.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1205-5351,
  author       = {Xiang Ren and
                  Zhouchen Lin},
  title        = {Linearized Alternating Direction Method with Adaptive Penalty and
                  Warm Starts for Fast Solving Transform Invariant Low-Rank Textures},
  journal      = {CoRR},
  volume       = {abs/1205.5351},
  year         = {2012},
  url          = {http://arxiv.org/abs/1205.5351},
  eprinttype    = {arXiv},
  eprint       = {1205.5351},
  timestamp    = {Sun, 28 Jan 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1205-5351.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/imst/LiHL11,
  author       = {Yan Li and
                  Pengwei Hao and
                  Zhouchen Lin},
  title        = {The frequency structure matrix: {A} representation of color filter
                  arrays},
  journal      = {Int. J. Imaging Syst. Technol.},
  volume       = {21},
  number       = {1},
  pages        = {101--106},
  year         = {2011},
  url          = {https://doi.org/10.1002/ima.20252},
  doi          = {10.1002/IMA.20252},
  timestamp    = {Thu, 18 Jun 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/imst/LiHL11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pami/Ben-EzraLWZ11,
  author       = {Moshe Ben{-}Ezra and
                  Zhouchen Lin and
                  Bennett Wilburn and
                  Wei Zhang},
  title        = {Penrose Pixels for Super-Resolution},
  journal      = {{IEEE} Trans. Pattern Anal. Mach. Intell.},
  volume       = {33},
  number       = {7},
  pages        = {1370--1383},
  year         = {2011},
  url          = {https://doi.org/10.1109/TPAMI.2010.213},
  doi          = {10.1109/TPAMI.2010.213},
  timestamp    = {Mon, 03 Jan 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/pami/Ben-EzraLWZ11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tip/HaoLLD11,
  author       = {Pengwei Hao and
                  Yan Li and
                  Zhouchen Lin and
                  Eric Dubois},
  title        = {A Geometric Method for Optimal Design of Color Filter Arrays},
  journal      = {{IEEE} Trans. Image Process.},
  volume       = {20},
  number       = {3},
  pages        = {709--722},
  year         = {2011},
  url          = {https://doi.org/10.1109/TIP.2010.2077642},
  doi          = {10.1109/TIP.2010.2077642},
  timestamp    = {Sun, 10 May 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/tip/HaoLLD11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tip/ZuoL11,
  author       = {Wangmeng Zuo and
                  Zhouchen Lin},
  title        = {A Generalized Accelerated Proximal Gradient Approach for Total-Variation-Based
                  Image Restoration},
  journal      = {{IEEE} Trans. Image Process.},
  volume       = {20},
  number       = {10},
  pages        = {2748--2759},
  year         = {2011},
  url          = {https://doi.org/10.1109/TIP.2011.2131665},
  doi          = {10.1109/TIP.2011.2131665},
  timestamp    = {Sun, 10 May 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/tip/ZuoL11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/ZhangLT11,
  author       = {Wei Zhang and
                  Zhouchen Lin and
                  Xiaoou Tang},
  title        = {Learning Semi-Riemannian Metrics for Semisupervised Feature Extraction},
  journal      = {{IEEE} Trans. Knowl. Data Eng.},
  volume       = {23},
  number       = {4},
  pages        = {600--611},
  year         = {2011},
  url          = {https://doi.org/10.1109/TKDE.2010.143},
  doi          = {10.1109/TKDE.2010.143},
  timestamp    = {Mon, 28 Aug 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/tkde/ZhangLT11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/LinLS11,
  author       = {Zhouchen Lin and
                  Risheng Liu and
                  Zhixun Su},
  editor       = {John Shawe{-}Taylor and
                  Richard S. Zemel and
                  Peter L. Bartlett and
                  Fernando C. N. Pereira and
                  Kilian Q. Weinberger},
  title        = {Linearized Alternating Direction Method with Adaptive Penalty for
                  Low-Rank Representation},
  booktitle    = {Advances in Neural Information Processing Systems 24: 25th Annual
                  Conference on Neural Information Processing Systems 2011. Proceedings
                  of a meeting held 12-14 December 2011, Granada, Spain},
  pages        = {612--620},
  year         = {2011},
  url          = {https://proceedings.neurips.cc/paper/2011/hash/18997733ec258a9fcaf239cc55d53363-Abstract.html},
  timestamp    = {Mon, 16 May 2022 15:41:51 +0200},
  biburl       = {https://dblp.org/rec/conf/nips/LinLS11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1107-1561,
  author       = {Siming Wei and
                  Zhouchen Lin},
  title        = {Analysis and Improvement of Low Rank Representation for Subspace segmentation},
  journal      = {CoRR},
  volume       = {abs/1107.1561},
  year         = {2011},
  url          = {http://arxiv.org/abs/1107.1561},
  eprinttype    = {arXiv},
  eprint       = {1107.1561},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1107-1561.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1108-1548,
  author       = {Zhouchen Lin},
  title        = {Some Software Packages for Partial {SVD} Computation},
  journal      = {CoRR},
  volume       = {abs/1108.1548},
  year         = {2011},
  url          = {http://arxiv.org/abs/1108.1548},
  eprinttype    = {arXiv},
  eprint       = {1108.1548},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1108-1548.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1108-5359,
  author       = {Risheng Liu and
                  Zhouchen Lin and
                  Siming Wei and
                  Zhixun Su},
  title        = {Solving Principal Component Pursuit in Linear Time via {\textdollar}l{\_}1{\textdollar}
                  Filtering},
  journal      = {CoRR},
  volume       = {abs/1108.5359},
  year         = {2011},
  url          = {http://arxiv.org/abs/1108.5359},
  eprinttype    = {arXiv},
  eprint       = {1108.5359},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1108-5359.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1109-1057,
  author       = {Risheng Liu and
                  Zhouchen Lin and
                  Wei Zhang and
                  Kewei Tang and
                  Zhixun Su},
  title        = {Toward Designing Intelligent PDEs for Computer Vision: An Optimal
                  Control Approach},
  journal      = {CoRR},
  volume       = {abs/1109.1057},
  year         = {2011},
  url          = {http://arxiv.org/abs/1109.1057},
  eprinttype    = {arXiv},
  eprint       = {1109.1057},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1109-1057.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pami/LiuLYT10,
  author       = {Guangcan Liu and
                  Zhouchen Lin and
                  Yong Yu and
                  Xiaoou Tang},
  title        = {Unsupervised Object Segmentation with a Hybrid Graph Model {(HGM)}},
  journal      = {{IEEE} Trans. Pattern Anal. Mach. Intell.},
  volume       = {32},
  number       = {5},
  pages        = {910--924},
  year         = {2010},
  url          = {https://doi.org/10.1109/TPAMI.2009.40},
  doi          = {10.1109/TPAMI.2009.40},
  timestamp    = {Wed, 03 Apr 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/pami/LiuLYT10.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pr/LiuLST10,
  author       = {Risheng Liu and
                  Zhouchen Lin and
                  Zhixun Su and
                  Kewei Tang},
  title        = {Feature extraction by learning Lorentzian metric tensor and its extensions},
  journal      = {Pattern Recognit.},
  volume       = {43},
  number       = {10},
  pages        = {3298--3306},
  year         = {2010},
  url          = {https://doi.org/10.1016/j.patcog.2010.05.009},
  doi          = {10.1016/J.PATCOG.2010.05.009},
  timestamp    = {Mon, 24 Feb 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/pr/LiuLST10.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tnn/ZhengLT10,
  author       = {Wenming Zheng and
                  Zhouchen Lin and
                  Xiaoou Tang},
  title        = {A rank-one update algorithm for fast solving kernel Foley-Sammon optimal
                  discriminant vectors},
  journal      = {{IEEE} Trans. Neural Networks},
  volume       = {21},
  number       = {3},
  pages        = {393--403},
  year         = {2010},
  url          = {https://doi.org/10.1109/TNN.2009.2037149},
  doi          = {10.1109/TNN.2009.2037149},
  timestamp    = {Wed, 14 Nov 2018 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/tnn/ZhengLT10.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/ZuoLGZ10,
  author       = {Wangmeng Zuo and
                  Zhouchen Lin and
                  Zhenhua Guo and
                  David Zhang},
  title        = {The multiscale competitive code via sparse representation for palmprint
                  verification},
  booktitle    = {The Twenty-Third {IEEE} Conference on Computer Vision and Pattern
                  Recognition, {CVPR} 2010, San Francisco, CA, USA, 13-18 June 2010},
  pages        = {2265--2272},
  publisher    = {{IEEE} Computer Society},
  year         = {2010},
  url          = {https://doi.org/10.1109/CVPR.2010.5539909},
  doi          = {10.1109/CVPR.2010.5539909},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/cvpr/ZuoLGZ10.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dcc/FuLZW10,
  author       = {Jingjing Fu and
                  Zhouchen Lin and
                  Bing Zeng and
                  Feng Wu},
  editor       = {James A. Storer and
                  Michael W. Marcellin},
  title        = {Tree Structure Based Analyses on Compressive Sensing for Binary Sparse
                  Sources},
  booktitle    = {2010 Data Compression Conference {(DCC} 2010), 24-26 March 2010, Snowbird,
                  UT, {USA}},
  pages        = {530},
  publisher    = {{IEEE} Computer Society},
  year         = {2010},
  url          = {https://doi.org/10.1109/DCC.2010.60},
  doi          = {10.1109/DCC.2010.60},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/dcc/FuLZW10.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eccv/LiuLZS10,
  author       = {Risheng Liu and
                  Zhouchen Lin and
                  Wei Zhang and
                  Zhixun Su},
  editor       = {Kostas Daniilidis and
                  Petros Maragos and
                  Nikos Paragios},
  title        = {Learning PDEs for Image Restoration via Optimal Control},
  booktitle    = {Computer Vision - {ECCV} 2010, 11th European Conference on Computer
                  Vision, Heraklion, Crete, Greece, September 5-11, 2010, Proceedings,
                  Part {I}},
  series       = {Lecture Notes in Computer Science},
  volume       = {6311},
  pages        = {115--128},
  publisher    = {Springer},
  year         = {2010},
  url          = {https://doi.org/10.1007/978-3-642-15549-9\_9},
  doi          = {10.1007/978-3-642-15549-9\_9},
  timestamp    = {Thu, 27 Jul 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/eccv/LiuLZS10.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eccv/ZhengTLH10,
  author       = {Wenming Zheng and
                  Hao Tang and
                  Zhouchen Lin and
                  Thomas S. Huang},
  editor       = {Kostas Daniilidis and
                  Petros Maragos and
                  Nikos Paragios},
  title        = {Emotion Recognition from Arbitrary View Facial Images},
  booktitle    = {Computer Vision - {ECCV} 2010 - 11th European Conference on Computer
                  Vision, Heraklion, Crete, Greece, September 5-11, 2010, Proceedings,
                  Part {VI}},
  series       = {Lecture Notes in Computer Science},
  volume       = {6316},
  pages        = {490--503},
  publisher    = {Springer},
  year         = {2010},
  url          = {https://doi.org/10.1007/978-3-642-15567-3\_36},
  doi          = {10.1007/978-3-642-15567-3\_36},
  timestamp    = {Thu, 27 Jul 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/eccv/ZhengTLH10.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/LiuLY10,
  author       = {Guangcan Liu and
                  Zhouchen Lin and
                  Yong Yu},
  editor       = {Johannes F{\"{u}}rnkranz and
                  Thorsten Joachims},
  title        = {Robust Subspace Segmentation by Low-Rank Representation},
  booktitle    = {Proceedings of the 27th International Conference on Machine Learning
                  (ICML-10), June 21-24, 2010, Haifa, Israel},
  pages        = {663--670},
  publisher    = {Omnipress},
  year         = {2010},
  url          = {https://icml.cc/Conferences/2010/papers/521.pdf},
  timestamp    = {Thu, 04 Apr 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/icml/LiuLY10.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/LinCM10,
  author       = {Zhouchen Lin and
                  Minming Chen and
                  Yi Ma},
  title        = {The Augmented Lagrange Multiplier Method for Exact Recovery of Corrupted
                  Low-Rank Matrices},
  journal      = {CoRR},
  volume       = {abs/1009.5055},
  year         = {2010},
  url          = {http://arxiv.org/abs/1009.5055},
  eprinttype    = {arXiv},
  eprint       = {1009.5055},
  timestamp    = {Tue, 25 Sep 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/LinCM10.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1010-2955,
  author       = {Guangcan Liu and
                  Zhouchen Lin and
                  Shuicheng Yan and
                  Ju Sun and
                  Yong Yu and
                  Yi Ma},
  title        = {Robust Recovery of Subspace Structures by Low-Rank Representation},
  journal      = {CoRR},
  volume       = {abs/1010.2955},
  year         = {2010},
  url          = {http://arxiv.org/abs/1010.2955},
  eprinttype    = {arXiv},
  eprint       = {1010.2955},
  timestamp    = {Thu, 04 Apr 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1010-2955.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1012-0365,
  author       = {Zhouchen Lin and
                  Siming Wei},
  title        = {A Block Lanczos with Warm Start Technique for Accelerating Nuclear
                  Norm Minimization Algorithms},
  journal      = {CoRR},
  volume       = {abs/1012.0365},
  year         = {2010},
  url          = {http://arxiv.org/abs/1012.0365},
  eprinttype    = {arXiv},
  eprint       = {1012.0365},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1012-0365.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pr/ZhangLT09,
  author       = {Wei Zhang and
                  Zhouchen Lin and
                  Xiaoou Tang},
  title        = {Tensor linear Laplacian discrimination {(TLLD)} for feature extraction},
  journal      = {Pattern Recognit.},
  volume       = {42},
  number       = {9},
  pages        = {1941--1948},
  year         = {2009},
  url          = {https://doi.org/10.1016/j.patcog.2009.01.010},
  doi          = {10.1016/J.PATCOG.2009.01.010},
  timestamp    = {Mon, 03 Jan 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/pr/ZhangLT09.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pr/LinHTT09,
  author       = {Zhouchen Lin and
                  Junfeng He and
                  Xiaoou Tang and
                  Chi{-}Keung Tang},
  title        = {Fast, automatic and fine-grained tampered {JPEG} image detection via
                  {DCT} coefficient analysis},
  journal      = {Pattern Recognit.},
  volume       = {42},
  number       = {11},
  pages        = {2492--2501},
  year         = {2009},
  url          = {https://doi.org/10.1016/j.patcog.2009.03.019},
  doi          = {10.1016/J.PATCOG.2009.03.019},
  timestamp    = {Mon, 24 Feb 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/pr/LinHTT09.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pr/LiuLY09,
  author       = {Guangcan Liu and
                  Zhouchen Lin and
                  Yong Yu},
  title        = {Multi-output regression on the output manifold},
  journal      = {Pattern Recognit.},
  volume       = {42},
  number       = {11},
  pages        = {2737--2743},
  year         = {2009},
  url          = {https://doi.org/10.1016/j.patcog.2009.05.001},
  doi          = {10.1016/J.PATCOG.2009.05.001},
  timestamp    = {Mon, 24 Feb 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/pr/LiuLY09.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/siamis/WrightMTLS09,
  author       = {John Wright and
                  Yi Ma and
                  Yangyu Tao and
                  Zhouchen Lin and
                  Heung{-}Yeung Shum},
  title        = {Classification via Minimum Incremental Coding Length},
  journal      = {{SIAM} J. Imaging Sci.},
  volume       = {2},
  number       = {2},
  pages        = {367--395},
  year         = {2009},
  url          = {https://doi.org/10.1137/070707312},
  doi          = {10.1137/070707312},
  timestamp    = {Tue, 14 Jul 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/siamis/WrightMTLS09.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tip/LiuLY09,
  author       = {Guangcan Liu and
                  Zhouchen Lin and
                  Yong Yu},
  title        = {Radon Representation-Based Feature Descriptor for Texture Classification},
  journal      = {{IEEE} Trans. Image Process.},
  volume       = {18},
  number       = {5},
  pages        = {921--928},
  year         = {2009},
  url          = {https://doi.org/10.1109/TIP.2009.2013072},
  doi          = {10.1109/TIP.2009.2013072},
  timestamp    = {Sat, 30 May 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/tip/LiuLY09.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tog/WangDTLG09,
  author       = {Jiaping Wang and
                  Yue Dong and
                  Xin Tong and
                  Zhouchen Lin and
                  Baining Guo},
  title        = {Kernel Nystr{\"{o}}m method for light transport},
  journal      = {{ACM} Trans. Graph.},
  volume       = {28},
  number       = {3},
  pages        = {29},
  year         = {2009},
  url          = {https://doi.org/10.1145/1531326.1531335},
  doi          = {10.1145/1531326.1531335},
  timestamp    = {Mon, 26 Jun 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/tog/WangDTLG09.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/accv/GengLLH09,
  author       = {Yanlin Geng and
                  Tong Lin and
                  Zhouchen Lin and
                  Pengwei Hao},
  editor       = {Hongbin Zha and
                  Rin{-}Ichiro Taniguchi and
                  Stephen J. Maybank},
  title        = {Refined Exponential Filter with Applications to Image Restoration
                  and Interpolation},
  booktitle    = {Computer Vision - {ACCV} 2009, 9th Asian Conference on Computer Vision,
                  Xi'an, China, September 23-27, 2009, Revised Selected Papers, Part
                  {III}},
  series       = {Lecture Notes in Computer Science},
  volume       = {5996},
  pages        = {33--42},
  publisher    = {Springer},
  year         = {2009},
  url          = {https://doi.org/10.1007/978-3-642-12297-2\_4},
  doi          = {10.1007/978-3-642-12297-2\_4},
  timestamp    = {Mon, 27 Mar 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/accv/GengLLH09.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/accv/LiuSLH09,
  author       = {Risheng Liu and
                  Zhixun Su and
                  Zhouchen Lin and
                  Xiaoyu Hou},
  editor       = {Hongbin Zha and
                  Rin{-}Ichiro Taniguchi and
                  Stephen J. Maybank},
  title        = {Lorentzian Discriminant Projection and Its Applications},
  booktitle    = {Computer Vision - {ACCV} 2009, 9th Asian Conference on Computer Vision,
                  Xi'an, China, September 23-27, 2009, Revised Selected Papers, Part
                  {III}},
  series       = {Lecture Notes in Computer Science},
  volume       = {5996},
  pages        = {311--320},
  publisher    = {Springer},
  year         = {2009},
  url          = {https://doi.org/10.1007/978-3-642-12297-2\_30},
  doi          = {10.1007/978-3-642-12297-2\_30},
  timestamp    = {Sun, 21 May 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/accv/LiuSLH09.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dcc/WuFLZ09,
  author       = {Feng Wu and
                  Jingjing Fu and
                  Zhouchen Lin and
                  Bing Zeng},
  editor       = {James A. Storer and
                  Michael W. Marcellin},
  title        = {Analysis on Rate-Distortion Performance of Compressive Sensing for
                  Binary Sparse Source},
  booktitle    = {2009 Data Compression Conference {(DCC} 2009), 16-18 March 2009, Snowbird,
                  UT, {USA}},
  pages        = {113--122},
  publisher    = {{IEEE} Computer Society},
  year         = {2009},
  url          = {https://doi.org/10.1109/DCC.2009.24},
  doi          = {10.1109/DCC.2009.24},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/dcc/WuFLZ09.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccv/ZhengTLH09,
  author       = {Wenming Zheng and
                  Hao Tang and
                  Zhouchen Lin and
                  Thomas S. Huang},
  title        = {A novel approach to expression recognition from non-frontal face images},
  booktitle    = {{IEEE} 12th International Conference on Computer Vision, {ICCV} 2009,
                  Kyoto, Japan, September 27 - October 4, 2009},
  pages        = {1901--1908},
  publisher    = {{IEEE} Computer Society},
  year         = {2009},
  url          = {https://doi.org/10.1109/ICCV.2009.5459421},
  doi          = {10.1109/ICCV.2009.5459421},
  timestamp    = {Thu, 23 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/iccv/ZhengTLH09.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/ZhengL09,
  author       = {Wenming Zheng and
                  Zhouchen Lin},
  editor       = {Yoshua Bengio and
                  Dale Schuurmans and
                  John D. Lafferty and
                  Christopher K. I. Williams and
                  Aron Culotta},
  title        = {Optimizing Multi-Class Spatio-Spectral Filters via Bayes Error Estimation
                  for {EEG} Classification},
  booktitle    = {Advances in Neural Information Processing Systems 22: 23rd Annual
                  Conference on Neural Information Processing Systems 2009. Proceedings
                  of a meeting held 7-10 December 2009, Vancouver, British Columbia,
                  Canada},
  pages        = {2268--2276},
  publisher    = {Curran Associates, Inc.},
  year         = {2009},
  url          = {https://proceedings.neurips.cc/paper/2009/hash/c16a5320fa475530d9583c34fd356ef5-Abstract.html},
  timestamp    = {Mon, 16 May 2022 15:41:51 +0200},
  biburl       = {https://dblp.org/rec/conf/nips/ZhengL09.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:reference/bio/WanL09,
  author       = {Liang Wan and
                  Zhouchen Lin},
  editor       = {Stan Z. Li and
                  Anil K. Jain},
  title        = {Signature Sample Synthesis},
  booktitle    = {Encyclopedia of Biometrics},
  pages        = {1205--1210},
  publisher    = {Springer {US}},
  year         = {2009},
  url          = {https://doi.org/10.1007/978-0-387-73003-5\_7},
  doi          = {10.1007/978-0-387-73003-5\_7},
  timestamp    = {Fri, 27 Oct 2017 15:34:05 +0200},
  biburl       = {https://dblp.org/rec/reference/bio/WanL09.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijcv/LinHTT08,
  author       = {Zhouchen Lin and
                  Junfeng He and
                  Xiaoou Tang and
                  Chi{-}Keung Tang},
  title        = {Limits of Learning-Based Superresolution Algorithms},
  journal      = {Int. J. Comput. Vis.},
  volume       = {80},
  number       = {3},
  pages        = {406--420},
  year         = {2008},
  url          = {https://doi.org/10.1007/s11263-008-0148-2},
  doi          = {10.1007/S11263-008-0148-2},
  timestamp    = {Fri, 13 Mar 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/ijcv/LinHTT08.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mms/WanFLWL08,
  author       = {Liang Wan and
                  Wei Feng and
                  Zhouchen Lin and
                  Tien{-}Tsin Wong and
                  Zhi{-}Qiang Liu},
  title        = {Perceptual image preview},
  journal      = {Multim. Syst.},
  volume       = {14},
  number       = {4},
  pages        = {195--204},
  year         = {2008},
  url          = {https://doi.org/10.1007/s00530-008-0114-4},
  doi          = {10.1007/S00530-008-0114-4},
  timestamp    = {Sun, 06 Sep 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/mms/WanFLWL08.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tog/WangZTLLDGS08,
  author       = {Jiaping Wang and
                  Shuang Zhao and
                  Xin Tong and
                  Stephen Lin and
                  Zhouchen Lin and
                  Yue Dong and
                  Baining Guo and
                  Heung{-}Yeung Shum},
  title        = {Modeling and rendering of heterogeneous translucent materials using
                  the diffusion equation},
  journal      = {{ACM} Trans. Graph.},
  volume       = {27},
  number       = {1},
  pages        = {9:1--9:18},
  year         = {2008},
  url          = {https://doi.org/10.1145/1330511.1330520},
  doi          = {10.1145/1330511.1330520},
  timestamp    = {Mon, 26 Jun 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/tog/WangZTLLDGS08.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/ZhaoLT08,
  author       = {Deli Zhao and
                  Zhouchen Lin and
                  Xiaoou Tang},
  title        = {Classification via semi-Riemannian spaces},
  booktitle    = {2008 {IEEE} Computer Society Conference on Computer Vision and Pattern
                  Recognition {(CVPR} 2008), 24-26 June 2008, Anchorage, Alaska, {USA}},
  publisher    = {{IEEE} Computer Society},
  year         = {2008},
  url          = {https://doi.org/10.1109/CVPR.2008.4587346},
  doi          = {10.1109/CVPR.2008.4587346},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/cvpr/ZhaoLT08.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pr/LinW07,
  author       = {Zhouchen Lin and
                  Liang Wan},
  title        = {Style-preserving English handwriting synthesis},
  journal      = {Pattern Recognit.},
  volume       = {40},
  number       = {7},
  pages        = {2097--2109},
  year         = {2007},
  url          = {https://doi.org/10.1016/j.patcog.2006.11.024},
  doi          = {10.1016/J.PATCOG.2006.11.024},
  timestamp    = {Mon, 24 Feb 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/pr/LinW07.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tvcg/LinWWKF07,
  author       = {Zhouchen Lin and
                  Lifeng Wang and
                  Yunbo Wang and
                  Sing Bing Kang and
                  Tian Fang},
  title        = {High Resolution Animated Scenes from Stills},
  journal      = {{IEEE} Trans. Vis. Comput. Graph.},
  volume       = {13},
  number       = {3},
  pages        = {562--568},
  year         = {2007},
  url          = {https://doi.org/10.1109/TVCG.2007.1005},
  doi          = {10.1109/TVCG.2007.1005},
  timestamp    = {Wed, 14 Nov 2018 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/tvcg/LinWWKF07.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/ZhaoLXT07,
  author       = {Deli Zhao and
                  Zhouchen Lin and
                  Rong Xiao and
                  Xiaoou Tang},
  title        = {Linear Laplacian Discrimination for Feature Extraction},
  booktitle    = {2007 {IEEE} Computer Society Conference on Computer Vision and Pattern
                  Recognition {(CVPR} 2007), 18-23 June 2007, Minneapolis, Minnesota,
                  {USA}},
  publisher    = {{IEEE} Computer Society},
  year         = {2007},
  url          = {https://doi.org/10.1109/CVPR.2007.383125},
  doi          = {10.1109/CVPR.2007.383125},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/cvpr/ZhaoLXT07.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccv/Ben-EzraLW07,
  author       = {Moshe Ben{-}Ezra and
                  Zhouchen Lin and
                  Bennett Wilburn},
  title        = {Penrose Pixels Super-Resolution in the Detector Layout Domain},
  booktitle    = {{IEEE} 11th International Conference on Computer Vision, {ICCV} 2007,
                  Rio de Janeiro, Brazil, October 14-20, 2007},
  pages        = {1--8},
  publisher    = {{IEEE} Computer Society},
  year         = {2007},
  url          = {https://doi.org/10.1109/ICCV.2007.4408888},
  doi          = {10.1109/ICCV.2007.4408888},
  timestamp    = {Thu, 23 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/iccv/Ben-EzraLW07.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccv/LinHTT07,
  author       = {Zhouchen Lin and
                  Junfeng He and
                  Xiaoou Tang and
                  Chi{-}Keung Tang},
  title        = {Limits of Learning-Based Superresolution Algorithms},
  booktitle    = {{IEEE} 11th International Conference on Computer Vision, {ICCV} 2007,
                  Rio de Janeiro, Brazil, October 14-20, 2007},
  pages        = {1--8},
  publisher    = {{IEEE} Computer Society},
  year         = {2007},
  url          = {https://doi.org/10.1109/ICCV.2007.4409063},
  doi          = {10.1109/ICCV.2007.4409063},
  timestamp    = {Thu, 23 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/iccv/LinHTT07.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccv/ZhaoLT07,
  author       = {Deli Zhao and
                  Zhouchen Lin and
                  Xiaoou Tang},
  title        = {Contextual Distance for Data Perception},
  booktitle    = {{IEEE} 11th International Conference on Computer Vision, {ICCV} 2007,
                  Rio de Janeiro, Brazil, October 14-20, 2007},
  pages        = {1--8},
  publisher    = {{IEEE} Computer Society},
  year         = {2007},
  url          = {https://doi.org/10.1109/ICCV.2007.4408854},
  doi          = {10.1109/ICCV.2007.4408854},
  timestamp    = {Thu, 23 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/iccv/ZhaoLT07.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccv/ZhaoLT07a,
  author       = {Deli Zhao and
                  Zhouchen Lin and
                  Xiaoou Tang},
  title        = {Laplacian {PCA} and Its Applications},
  booktitle    = {{IEEE} 11th International Conference on Computer Vision, {ICCV} 2007,
                  Rio de Janeiro, Brazil, October 14-20, 2007},
  pages        = {1--8},
  publisher    = {{IEEE} Computer Society},
  year         = {2007},
  url          = {https://doi.org/10.1109/ICCV.2007.4409096},
  doi          = {10.1109/ICCV.2007.4409096},
  timestamp    = {Thu, 23 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/iccv/ZhaoLT07a.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/WrightTLMS07,
  author       = {John Wright and
                  Yangyu Tao and
                  Zhouchen Lin and
                  Yi Ma and
                  Heung{-}Yeung Shum},
  editor       = {John C. Platt and
                  Daphne Koller and
                  Yoram Singer and
                  Sam T. Roweis},
  title        = {Classification via Minimum Incremental Coding Length {(MICL)}},
  booktitle    = {Advances in Neural Information Processing Systems 20, Proceedings
                  of the Twenty-First Annual Conference on Neural Information Processing
                  Systems, Vancouver, British Columbia, Canada, December 3-6, 2007},
  pages        = {1633--1640},
  publisher    = {Curran Associates, Inc.},
  year         = {2007},
  url          = {https://proceedings.neurips.cc/paper/2007/hash/37693cfc748049e45d87b8c7d8b9aacd-Abstract.html},
  timestamp    = {Mon, 16 May 2022 15:41:51 +0200},
  biburl       = {https://dblp.org/rec/conf/nips/WrightTLMS07.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pami/LinS06,
  author       = {Zhouchen Lin and
                  Heung{-}Yeung Shum},
  title        = {Response to the Comments on "Fundamental Limits of Reconstruction-Based
                  Superresolution Algorithms under Local Translation'},
  journal      = {{IEEE} Trans. Pattern Anal. Mach. Intell.},
  volume       = {28},
  number       = {5},
  pages        = {847},
  year         = {2006},
  url          = {https://doi.org/10.1109/TPAMI.2006.105},
  doi          = {10.1109/TPAMI.2006.105},
  timestamp    = {Wed, 17 May 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/pami/LinS06.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pami/LinHZWS06,
  author       = {Zhouchen Lin and
                  Junfeng He and
                  Zhicheng Zhong and
                  Rongrong Wang and
                  Heung{-}Yeung Shum},
  title        = {Table Detection in Online Ink Notes},
  journal      = {{IEEE} Trans. Pattern Anal. Mach. Intell.},
  volume       = {28},
  number       = {8},
  pages        = {1341--1346},
  year         = {2006},
  url          = {https://doi.org/10.1109/TPAMI.2006.173},
  doi          = {10.1109/TPAMI.2006.173},
  timestamp    = {Wed, 14 Nov 2018 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/pami/LinHZWS06.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pr/LinWS06,
  author       = {Zhouchen Lin and
                  Rongrong Wang and
                  Heung{-}Yeung Shum},
  title        = {Rule-based cleanup of on-line English ink notes},
  journal      = {Pattern Recognit.},
  volume       = {39},
  number       = {6},
  pages        = {1074--1087},
  year         = {2006},
  url          = {https://doi.org/10.1016/j.patcog.2005.08.013},
  doi          = {10.1016/J.PATCOG.2005.08.013},
  timestamp    = {Mon, 24 Feb 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/pr/LinWS06.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eccv/HeLWT06,
  author       = {Junfeng He and
                  Zhouchen Lin and
                  Lifeng Wang and
                  Xiaoou Tang},
  editor       = {Ales Leonardis and
                  Horst Bischof and
                  Axel Pinz},
  title        = {Detecting Doctored {JPEG} Images Via {DCT} Coefficient Analysis},
  booktitle    = {Computer Vision - {ECCV} 2006, 9th European Conference on Computer
                  Vision, Graz, Austria, May 7-13, 2006, Proceedings, Part {III}},
  series       = {Lecture Notes in Computer Science},
  volume       = {3953},
  pages        = {423--435},
  publisher    = {Springer},
  year         = {2006},
  url          = {https://doi.org/10.1007/11744078\_33},
  doi          = {10.1007/11744078\_33},
  timestamp    = {Thu, 27 Jul 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/eccv/HeLWT06.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/siggraph/WangLFYYK06,
  author       = {Lifeng Wang and
                  Zhouchen Lin and
                  Tian Fang and
                  Xu Yang and
                  Xuan Yu and
                  Sing Bing Kang},
  editor       = {John W. Finnegan and
                  Hanspeter Pfister},
  title        = {Real-time rendering of realistic rain},
  booktitle    = {International Conference on Computer Graphics and Interactive Techniques,
                  {SIGGRAPH} 2006, Boston, Massachusetts, USA, July 30 - August 3, 2006,
                  Sketches},
  pages        = {156},
  publisher    = {{ACM}},
  year         = {2006},
  url          = {https://doi.org/10.1145/1179849.1180044},
  doi          = {10.1145/1179849.1180044},
  timestamp    = {Fri, 12 Mar 2021 11:23:04 +0100},
  biburl       = {https://dblp.org/rec/conf/siggraph/WangLFYYK06.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jgtools/LinCSW05,
  author       = {Zhouchen Lin and
                  Hai{-}Tao Chen and
                  Heung{-}Yeung Shum and
                  Jian Wang},
  title        = {Prefiltering Two-Dimensional Polygons without Clipping},
  journal      = {J. Graph. Tools},
  volume       = {10},
  number       = {1},
  pages        = {17--26},
  year         = {2005},
  url          = {https://doi.org/10.1080/2151237X.2005.10129189},
  doi          = {10.1080/2151237X.2005.10129189},
  timestamp    = {Thu, 18 Jun 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/jgtools/LinCSW05.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jgtools/LinCSW05a,
  author       = {Zhouchen Lin and
                  Hai{-}Tao Chen and
                  Heung{-}Yeung Shum and
                  Jian Wang},
  title        = {Optimal Polynomial Filters},
  journal      = {J. Graph. Tools},
  volume       = {10},
  number       = {1},
  pages        = {27--38},
  year         = {2005},
  url          = {https://doi.org/10.1080/2151237X.2005.10129191},
  doi          = {10.1080/2151237X.2005.10129191},
  timestamp    = {Thu, 18 Jun 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/jgtools/LinCSW05a.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/LintWTS05,
  author       = {Zhouchen Lin and
                  Rongrong Wang and
                  Xiaoou Tang and
                  Heung{-}Yeung Shum},
  title        = {Detecting Doctored Images Using Camera Response Normality and Consistency},
  booktitle    = {2005 {IEEE} Computer Society Conference on Computer Vision and Pattern
                  Recognition {(CVPR} 2005), 20-26 June 2005, San Diego, CA, {USA}},
  pages        = {1087--1092},
  publisher    = {{IEEE} Computer Society},
  year         = {2005},
  url          = {https://doi.org/10.1109/CVPR.2005.125},
  doi          = {10.1109/CVPR.2005.125},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/cvpr/LintWTS05.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijcv/LinS04,
  author       = {Zhouchen Lin and
                  Heung{-}Yeung Shum},
  title        = {A Geometric Analysis of Light Field Rendering},
  journal      = {Int. J. Comput. Vis.},
  volume       = {58},
  number       = {2},
  pages        = {121--138},
  year         = {2004},
  url          = {https://doi.org/10.1023/B:VISI.0000015916.91741.27},
  doi          = {10.1023/B:VISI.0000015916.91741.27},
  timestamp    = {Fri, 13 Mar 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/ijcv/LinS04.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pami/LinS04,
  author       = {Zhouchen Lin and
                  Heung{-}Yeung Shum},
  title        = {Fundamental Limits of Reconstruction-Based Superresolution Algorithms
                  under Local Translation},
  journal      = {{IEEE} Trans. Pattern Anal. Mach. Intell.},
  volume       = {26},
  number       = {1},
  pages        = {83--97},
  year         = {2004},
  url          = {http://doi.ieeecomputersociety.org/10.1109/TPAMI.2004.10003},
  doi          = {10.1109/TPAMI.2004.10003},
  timestamp    = {Wed, 26 Oct 2011 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/pami/LinS04.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cg/DengWLFD03,
  author       = {Ke Deng and
                  Lifeng Wang and
                  Zhouchen Lin and
                  Tao Feng and
                  Zhidong Deng},
  title        = {Correction and rectification of light fields},
  journal      = {Comput. Graph.},
  volume       = {27},
  number       = {2},
  pages        = {169--177},
  year         = {2003},
  url          = {https://doi.org/10.1016/S0097-8493(02)00274-1},
  doi          = {10.1016/S0097-8493(02)00274-1},
  timestamp    = {Wed, 19 Feb 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/cg/DengWLFD03.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijcv/LinWS02,
  author       = {Zhouchen Lin and
                  Tien{-}Tsin Wong and
                  Heung{-}Yeung Shum},
  title        = {Relighting with the Reflected Irradiance Field: Representation, Sampling
                  and Reconstruction},
  journal      = {Int. J. Comput. Vis.},
  volume       = {49},
  number       = {2-3},
  pages        = {229--246},
  year         = {2002},
  url          = {https://doi.org/10.1023/A:1020153824351},
  doi          = {10.1023/A:1020153824351},
  timestamp    = {Fri, 13 Mar 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/ijcv/LinWS02.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/LinWS01,
  author       = {Zhouchen Lin and
                  Tien{-}Tsin Wong and
                  Heung{-}Yeung Shum},
  title        = {Relighting with the Reflected Irradiance Field: Representation, Sampling
                  and Reconstruction},
  booktitle    = {2001 {IEEE} Computer Society Conference on Computer Vision and Pattern
                  Recognition {(CVPR} 2001), with CD-ROM, 8-14 December 2001, Kauai,
                  HI, {USA}},
  pages        = {561--567},
  publisher    = {{IEEE} Computer Society},
  year         = {2001},
  url          = {https://doi.org/10.1109/CVPR.2001.990523},
  doi          = {10.1109/CVPR.2001.990523},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/cvpr/LinWS01.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/LinS01a,
  author       = {Zhouchen Lin and
                  Heung{-}Yeung Shum},
  title        = {On the Fundamental Limits of Reconstruction-Based Super-Resolution
                  Algorithms},
  booktitle    = {2001 {IEEE} Computer Society Conference on Computer Vision and Pattern
                  Recognition {(CVPR} 2001), with CD-ROM, 8-14 December 2001, Kauai,
                  HI, {USA}},
  pages        = {1171},
  publisher    = {{IEEE} Computer Society},
  year         = {2001},
  url          = {https://doi.org/10.1109/CVPR.2001.990663},
  doi          = {10.1109/CVPR.2001.990663},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/cvpr/LinS01a.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/LinS00,
  author       = {Zhouchen Lin and
                  Heung{-}Yeung Shum},
  title        = {On the Number of Samples Needed in Light Field Rendering with Constant-Depth
                  Assumption},
  booktitle    = {2000 Conference on Computer Vision and Pattern Recognition {(CVPR}
                  2000), 13-15 June 2000, Hilton Head, SC, {USA}},
  pages        = {1588},
  publisher    = {{IEEE} Computer Society},
  year         = {2000},
  url          = {https://doi.org/10.1109/CVPR.2000.855873},
  doi          = {10.1109/CVPR.2000.855873},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/cvpr/LinS00.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iciap/LinS99,
  author       = {Zhouchen Lin and
                  Qingyun Shi},
  title        = {An Anisotropic Diffusion {PDE} for Noise Reduction and Thin Edge Preservation},
  booktitle    = {1oth International Conference on Image Analysis and Processing {(ICIAP}
                  1999), 27-29 September 1999, Venice, Italy},
  pages        = {102--107},
  publisher    = {{IEEE} Computer Society},
  year         = {1999},
  url          = {https://doi.org/10.1109/ICIAP.1999.797578},
  doi          = {10.1109/ICIAP.1999.797578},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/iciap/LinS99.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
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