Stop the war!Остановите войну!
for scientists:
default search action
Google
Google Scholar
Semantic Scholar
Internet Archive Scholar
CiteSeerX
ORCIDBibTeX records: Polo Chau
@article{DBLP:journals/tvcg/HullPMRTRGCWLRC24,
author = {Matthew Hull and
Vivian Pednekar and
Hannah Murray and
Nimisha Roy and
Emmanuel Tung and
Susanta Routray and
Connor Guerin and
Justin Chen and
Zijie J. Wang and
Seongmin Lee and
M. Mahdi Roozbahani and
Duen Horng Chau},
title = {{VG:} Automatic Grading of {D3} Visualizations},
journal = {{IEEE} Trans. Vis. Comput. Graph.},
volume = {30},
number = {1},
pages = {617--627},
year = {2024},
url = {https://doi.org/10.1109/TVCG.2023.3327181},
doi = {10.1109/TVCG.2023.3327181},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tvcg/HullPMRTRGCWLRC24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/NairLVOCCJFR24,
author = {Pratheeksha Nair and
Javin Liu and
Catalina Vajiac and
Andreas M. Olligschlaeger and
Duen Horng Chau and
Mirela T. Cazzolato and
Cara Jones and
Christos Faloutsos and
Reihaneh Rabbany},
editor = {Michael J. Wooldridge and
Jennifer G. Dy and
Sriraam Natarajan},
title = {{T-NET:} Weakly Supervised Graph Learning for Combatting Human Trafficking},
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 = {22276--22284},
publisher = {{AAAI} Press},
year = {2024},
url = {https://doi.org/10.1609/aaai.v38i20.30233},
doi = {10.1609/AAAI.V38I20.30233},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/NairLVOCCJFR24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2401-14447,
author = {Zijie J. Wang and
Aishwarya Chakravarthy and
David Munechika and
Duen Horng Chau},
title = {Wordflow: Social Prompt Engineering for Large Language Models},
journal = {CoRR},
volume = {abs/2401.14447},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2401.14447},
doi = {10.48550/ARXIV.2401.14447},
eprinttype = {arXiv},
eprint = {2401.14447},
timestamp = {Tue, 06 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2401-14447.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2402-01877,
author = {Justin Blalock and
David Munechika and
Harsha Karanth and
Alec Helbling and
Pratham Darrpan Mehta and
Seongmin Lee and
Duen Horng Chau},
title = {Mobile Fitting Room: On-device Virtual Try-on via Diffusion Models},
journal = {CoRR},
volume = {abs/2402.01877},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2402.01877},
doi = {10.48550/ARXIV.2402.01877},
eprinttype = {arXiv},
eprint = {2402.01877},
timestamp = {Fri, 09 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2402-01877.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2402-05075,
author = {Pratham Darrpan Mehta and
Harsha Karanth and
Haoyang Yang and
Timothy C. Slesnick and
Fawwaz Shaw and
Duen Horng Chau},
title = {ARCollab: Towards Multi-User Interactive Cardiovascular Surgical Planning
in Mobile Augmented Reality},
journal = {CoRR},
volume = {abs/2402.05075},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2402.05075},
doi = {10.48550/ARXIV.2402.05075},
eprinttype = {arXiv},
eprint = {2402.05075},
timestamp = {Wed, 14 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2402-05075.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2402-07925,
author = {Alec Helbling and
Seongmin Lee and
Polo Chau},
title = {Point and Instruct: Enabling Precise Image Editing by Unifying Direct
Manipulation and Text Instructions},
journal = {CoRR},
volume = {abs/2402.07925},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2402.07925},
doi = {10.48550/ARXIV.2402.07925},
eprinttype = {arXiv},
eprint = {2402.07925},
timestamp = {Mon, 19 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2402-07925.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2402-15578,
author = {Shengyun Peng and
Seongmin Lee and
Xiaojing Wang and
Rajarajeswari Balasubramaniyan and
Duen Horng Chau},
title = {Self-Supervised Pre-Training for Table Structure Recognition Transformer},
journal = {CoRR},
volume = {abs/2402.15578},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2402.15578},
doi = {10.48550/ARXIV.2402.15578},
eprinttype = {arXiv},
eprint = {2402.15578},
timestamp = {Mon, 25 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2402-15578.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2403-04822,
author = {Shengyun Peng and
Seongmin Lee and
Xiaojing Wang and
Rajarajeswari Balasubramaniyan and
Duen Horng Chau},
title = {UniTable: Towards a Unified Framework for Table Structure Recognition
via Self-Supervised Pretraining},
journal = {CoRR},
volume = {abs/2403.04822},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2403.04822},
doi = {10.48550/ARXIV.2403.04822},
eprinttype = {arXiv},
eprint = {2403.04822},
timestamp = {Wed, 03 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2403-04822.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2404-01361,
author = {Seongmin Lee and
Zijie J. Wang and
Aishwarya Chakravarthy and
Alec Helbling and
Shengyun Peng and
Mansi Phute and
Duen Horng Chau and
Minsuk Kahng},
title = {{LLM} Attributor: Interactive Visual Attribution for {LLM} Generation},
journal = {CoRR},
volume = {abs/2404.01361},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2404.01361},
doi = {10.48550/ARXIV.2404.01361},
eprinttype = {arXiv},
eprint = {2404.01361},
timestamp = {Wed, 08 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2404-01361.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/FreitasYKTC23,
author = {Scott Freitas and
Diyi Yang and
Srijan Kumar and
Hanghang Tong and
Duen Horng Chau},
title = {Graph Vulnerability and Robustness: {A} Survey},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {35},
number = {6},
pages = {5915--5934},
year = {2023},
url = {https://doi.org/10.1109/TKDE.2022.3163672},
doi = {10.1109/TKDE.2022.3163672},
timestamp = {Fri, 02 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkde/FreitasYKTC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tvcg/VajiacCOMNLLPRF23,
author = {Catalina Vajiac and
Duen Horng Chau and
Andreas M. Olligschlaeger and
Rebecca Mackenzie and
Pratheeksha Nair and
Meng{-}Chieh Lee and
Yifei Li and
Namyong Park and
Reihaneh Rabbany and
Christos Faloutsos},
title = {TrafficVis: Visualizing Organized Activity and Spatio-Temporal Patterns
for Detecting and Labeling Human Trafficking},
journal = {{IEEE} Trans. Vis. Comput. Graph.},
volume = {29},
number = {1},
pages = {53--62},
year = {2023},
url = {https://doi.org/10.1109/TVCG.2022.3209403},
doi = {10.1109/TVCG.2022.3209403},
timestamp = {Wed, 04 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tvcg/VajiacCOMNLLPRF23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/LiDC23,
author = {Kevin Li and
Rahul Duggal and
Duen Horng Chau},
editor = {Brian Williams and
Yiling Chen and
Jennifer Neville},
title = {Evaluating Robustness of Vision Transformers on Imbalanced Datasets
(Student Abstract)},
booktitle = {Thirty-Seventh {AAAI} Conference on Artificial Intelligence, {AAAI}
2023, Thirty-Fifth Conference on Innovative Applications of Artificial
Intelligence, {IAAI} 2023, Thirteenth Symposium on Educational Advances
in Artificial Intelligence, {EAAI} 2023, Washington, DC, USA, February
7-14, 2023},
pages = {16252--16253},
publisher = {{AAAI} Press},
year = {2023},
url = {https://doi.org/10.1609/aaai.v37i13.26986},
doi = {10.1609/AAAI.V37I13.26986},
timestamp = {Mon, 04 Sep 2023 12:29:24 +0200},
biburl = {https://dblp.org/rec/conf/aaai/LiDC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/CazzolatoVZPLCF23,
author = {Mirela T. Cazzolato and
Saranya Vijayakumar and
Xinyi Zheng and
Namyong Park and
Meng{-}Chieh Lee and
Duen Horng Chau and
Pedro Fidalgo and
Bruno Lages and
Agma J. M. Traina and
Christos Faloutsos},
editor = {Brian Williams and
Yiling Chen and
Jennifer Neville},
title = {TgrApp: Anomaly Detection and Visualization of Large-Scale Call Graphs},
booktitle = {Thirty-Seventh {AAAI} Conference on Artificial Intelligence, {AAAI}
2023, Thirty-Fifth Conference on Innovative Applications of Artificial
Intelligence, {IAAI} 2023, Thirteenth Symposium on Educational Advances
in Artificial Intelligence, {EAAI} 2023, Washington, DC, USA, February
7-14, 2023},
pages = {16410--16412},
publisher = {{AAAI} Press},
year = {2023},
url = {https://doi.org/10.1609/aaai.v37i13.27062},
doi = {10.1609/AAAI.V37I13.27062},
timestamp = {Mon, 04 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/CazzolatoVZPLCF23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/WangHC23a,
author = {Zijie J. Wang and
Fred Hohman and
Duen Horng Chau},
editor = {Danushka Bollegala and
Ruihong Huang and
Alan Ritter},
title = {WizMap: Scalable Interactive Visualization for Exploring Large Machine
Learning Embeddings},
booktitle = {Proceedings of the 61st Annual Meeting of the Association for Computational
Linguistics: System Demonstrations, {ACL} 2023, Toronto, Canada, July
10-12, 2023},
pages = {516--523},
publisher = {Association for Computational Linguistics},
year = {2023},
url = {https://doi.org/10.18653/v1/2023.acl-demo.50},
doi = {10.18653/V1/2023.ACL-DEMO.50},
timestamp = {Thu, 10 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acl/WangHC23a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/WangMMYHC23,
author = {Zijie J. Wang and
Evan Montoya and
David Munechika and
Haoyang Yang and
Benjamin Hoover and
Duen Horng Chau},
editor = {Anna Rogers and
Jordan L. Boyd{-}Graber and
Naoaki Okazaki},
title = {DiffusionDB: {A} Large-scale Prompt Gallery Dataset for Text-to-Image
Generative Models},
booktitle = {Proceedings of the 61st Annual Meeting of the Association for Computational
Linguistics (Volume 1: Long Papers), {ACL} 2023, Toronto, Canada,
July 9-14, 2023},
pages = {893--911},
publisher = {Association for Computational Linguistics},
year = {2023},
url = {https://doi.org/10.18653/v1/2023.acl-long.51},
doi = {10.18653/V1/2023.ACL-LONG.51},
timestamp = {Thu, 10 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acl/WangMMYHC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bmvc/PengXCHLDPMC23,
author = {Shengyun Peng and
Weilin Xu and
Cory Cornelius and
Matthew Hull and
Kevin Li and
Rahul Duggal and
Mansi Phute and
Jason Martin and
Duen Horng Chau},
title = {Robust Principles: Architectural Design Principles for Adversarially
Robust CNNs},
booktitle = {34th British Machine Vision Conference 2023, {BMVC} 2023, Aberdeen,
UK, November 20-24, 2023},
pages = {739--740},
publisher = {{BMVA} Press},
year = {2023},
url = {http://proceedings.bmvc2023.org/739/},
timestamp = {Mon, 11 Mar 2024 15:42:29 +0100},
biburl = {https://dblp.org/rec/conf/bmvc/PengXCHLDPMC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/chi/WangVCC23,
author = {Zijie J. Wang and
Jennifer Wortman Vaughan and
Rich Caruana and
Duen Horng Chau},
editor = {Albrecht Schmidt and
Kaisa V{\"{a}}{\"{a}}n{\"{a}}nen and
Tesh Goyal and
Per Ola Kristensson and
Anicia Peters and
Stefanie Mueller and
Julie R. Williamson and
Max L. Wilson},
title = {{GAM} Coach: Towards Interactive and User-centered Algorithmic Recourse},
booktitle = {Proceedings of the 2023 {CHI} Conference on Human Factors in Computing
Systems, {CHI} 2023, Hamburg, Germany, April 23-28, 2023},
pages = {835:1--835:20},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3544548.3580816},
doi = {10.1145/3544548.3580816},
timestamp = {Sat, 29 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/chi/WangVCC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/ParkLHWSDDLHC23,
author = {Haekyu Park and
Seongmin Lee and
Benjamin Hoover and
Austin P. Wright and
Omar Shaikh and
Rahul Duggal and
Nilaksh Das and
Kevin Li and
Judy Hoffman and
Duen Horng Chau},
editor = {Ingo Frommholz and
Frank Hopfgartner and
Mark Lee and
Michael Oakes and
Mounia Lalmas and
Min Zhang and
Rodrygo L. T. Santos},
title = {Concept Evolution in Deep Learning Training: {A} Unified Interpretation
Framework and Discoveries},
booktitle = {Proceedings of the 32nd {ACM} International Conference on Information
and Knowledge Management, {CIKM} 2023, Birmingham, United Kingdom,
October 21-25, 2023},
pages = {2044--2054},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3583780.3614819},
doi = {10.1145/3583780.3614819},
timestamp = {Fri, 27 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cikm/ParkLHWSDDLHC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iui/WrightNGCD23,
author = {Austin P. Wright and
Peter Nemere and
Adrian Galvin and
Duen Horng Chau and
Scott Davidoff},
title = {Lessons from the Development of an Anomaly Detection Interface on
the Mars Perseverance Rover using the {ISHMAP} Framework},
booktitle = {Proceedings of the 28th International Conference on Intelligent User
Interfaces, {IUI} 2023, Sydney, NSW, Australia, March 27-31, 2023},
pages = {91--105},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3581641.3584036},
doi = {10.1145/3581641.3584036},
timestamp = {Sat, 29 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iui/WrightNGCD23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/HooverLPPSCZK23,
author = {Benjamin Hoover and
Yuchen Liang and
Bao Pham and
Rameswar Panda and
Hendrik Strobelt and
Duen Horng Chau and
Mohammed J. Zaki and
Dmitry Krotov},
editor = {Alice Oh and
Tristan Naumann and
Amir Globerson and
Kate Saenko and
Moritz Hardt and
Sergey Levine},
title = {Energy Transformer},
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/57a9b97477b67936298489e3c1417b0a-Abstract-Conference.html},
timestamp = {Fri, 01 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/HooverLPPSCZK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/WangC23a,
author = {Zijie J. Wang and
Duen Horng Chau},
editor = {Ying Ding and
Jie Tang and
Juan F. Sequeda and
Lora Aroyo and
Carlos Castillo and
Geert{-}Jan Houben},
title = {WebSHAP: Towards Explaining Any Machine Learning Models Anywhere},
booktitle = {Companion Proceedings of the {ACM} Web Conference 2023, {WWW} 2023,
Austin, TX, USA, 30 April 2023 - 4 May 2023},
pages = {262--266},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3543873.3587362},
doi = {10.1145/3543873.3587362},
timestamp = {Mon, 28 Aug 2023 21:17:11 +0200},
biburl = {https://dblp.org/rec/conf/www/WangC23a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2301-03110,
author = {Sheng{-}Yun Peng and
Weilin Xu and
Cory Cornelius and
Kevin Li and
Rahul Duggal and
Duen Horng Chau and
Jason Martin},
title = {RobArch: Designing Robust Architectures against Adversarial Attacks},
journal = {CoRR},
volume = {abs/2301.03110},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2301.03110},
doi = {10.48550/ARXIV.2301.03110},
eprinttype = {arXiv},
eprint = {2301.03110},
timestamp = {Tue, 10 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2301-03110.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2302-07187,
author = {Austin P. Wright and
Peter Nemere and
Adrian Galvin and
Duen Horng Chau and
Scott Davidoff},
title = {Lessons from the Development of an Anomaly Detection Interface on
the Mars Perseverance Rover using the {ISHMAP} Framework},
journal = {CoRR},
volume = {abs/2302.07187},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2302.07187},
doi = {10.48550/ARXIV.2302.07187},
eprinttype = {arXiv},
eprint = {2302.07187},
timestamp = {Mon, 20 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2302-07187.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2302-07253,
author = {Benjamin Hoover and
Yuchen Liang and
Bao Pham and
Rameswar Panda and
Hendrik Strobelt and
Duen Horng Chau and
Mohammed J. Zaki and
Dmitry Krotov},
title = {Energy Transformer},
journal = {CoRR},
volume = {abs/2302.07253},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2302.07253},
doi = {10.48550/ARXIV.2302.07253},
eprinttype = {arXiv},
eprint = {2302.07253},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2302-07253.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2302-14165,
author = {Zijie J. Wang and
Jennifer Wortman Vaughan and
Rich Caruana and
Duen Horng Chau},
title = {{GAM} Coach: Towards Interactive and User-centered Algorithmic Recourse},
journal = {CoRR},
volume = {abs/2302.14165},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2302.14165},
doi = {10.48550/ARXIV.2302.14165},
eprinttype = {arXiv},
eprint = {2302.14165},
timestamp = {Fri, 10 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2302-14165.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2303-09545,
author = {Zijie J. Wang and
Duen Horng Chau},
title = {WebSHAP: Towards Explaining Any Machine Learning Models Anywhere},
journal = {CoRR},
volume = {abs/2303.09545},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2303.09545},
doi = {10.48550/ARXIV.2303.09545},
eprinttype = {arXiv},
eprint = {2303.09545},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2303-09545.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2305-03039,
author = {Zijie J. Wang and
David Munechika and
Seongmin Lee and
Duen Horng Chau},
title = {SuperNOVA: Design Strategies and Opportunities for Interactive Visualization
in Computational Notebooks},
journal = {CoRR},
volume = {abs/2305.03039},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2305.03039},
doi = {10.48550/ARXIV.2305.03039},
eprinttype = {arXiv},
eprint = {2305.03039},
timestamp = {Wed, 10 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2305-03039.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2305-03509,
author = {Seongmin Lee and
Benjamin Hoover and
Hendrik Strobelt and
Zijie J. Wang and
Sheng{-}Yun Peng and
Austin P. Wright and
Kevin Li and
Haekyu Park and
Haoyang Yang and
Duen Horng Chau},
title = {Diffusion Explainer: Visual Explanation for Text-to-image Stable Diffusion},
journal = {CoRR},
volume = {abs/2305.03509},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2305.03509},
doi = {10.48550/ARXIV.2305.03509},
eprinttype = {arXiv},
eprint = {2305.03509},
timestamp = {Wed, 10 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2305-03509.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2306-09328,
author = {Zijie J. Wang and
Fred Hohman and
Duen Horng Chau},
title = {WizMap: Scalable Interactive Visualization for Exploring Large Machine
Learning Embeddings},
journal = {CoRR},
volume = {abs/2306.09328},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2306.09328},
doi = {10.48550/ARXIV.2306.09328},
eprinttype = {arXiv},
eprint = {2306.09328},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2306-09328.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2306-17108,
author = {Alec Helbling and
Duen Horng Chau},
title = {ManimML: Communicating Machine Learning Architectures with Animation},
journal = {CoRR},
volume = {abs/2306.17108},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2306.17108},
doi = {10.48550/ARXIV.2306.17108},
eprinttype = {arXiv},
eprint = {2306.17108},
timestamp = {Mon, 03 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2306-17108.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2308-07308,
author = {Alec Helbling and
Mansi Phute and
Matthew Hull and
Duen Horng Chau},
title = {{LLM} Self Defense: By Self Examination, LLMs Know They Are Being
Tricked},
journal = {CoRR},
volume = {abs/2308.07308},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2308.07308},
doi = {10.48550/ARXIV.2308.07308},
eprinttype = {arXiv},
eprint = {2308.07308},
timestamp = {Wed, 23 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2308-07308.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2308-16258,
author = {Shengyun Peng and
Weilin Xu and
Cory Cornelius and
Matthew Hull and
Kevin Li and
Rahul Duggal and
Mansi Phute and
Jason Martin and
Duen Horng Chau},
title = {Robust Principles: Architectural Design Principles for Adversarially
Robust CNNs},
journal = {CoRR},
volume = {abs/2308.16258},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2308.16258},
doi = {10.48550/ARXIV.2308.16258},
eprinttype = {arXiv},
eprint = {2308.16258},
timestamp = {Mon, 04 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2308-16258.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2309-16750,
author = {Benjamin Hoover and
Hendrik Strobelt and
Dmitry Krotov and
Judy Hoffman and
Zsolt Kira and
Duen Horng Chau},
title = {Memory in Plain Sight: {A} Survey of the Uncanny Resemblances between
Diffusion Models and Associative Memories},
journal = {CoRR},
volume = {abs/2309.16750},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2309.16750},
doi = {10.48550/ARXIV.2309.16750},
eprinttype = {arXiv},
eprint = {2309.16750},
timestamp = {Tue, 17 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2309-16750.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2310-06968,
author = {Alec Helbling and
Evan Montoya and
Duen Horng Chau},
title = {ObjectComposer: Consistent Generation of Multiple Objects Without
Fine-tuning},
journal = {CoRR},
volume = {abs/2310.06968},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2310.06968},
doi = {10.48550/ARXIV.2310.06968},
eprinttype = {arXiv},
eprint = {2310.06968},
timestamp = {Tue, 24 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2310-06968.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2310-12243,
author = {Matthew Hull and
Zijie J. Wang and
Duen Horng Chau},
title = {{REVAMP:} Automated Simulations of Adversarial Attacks on Arbitrary
Objects in Realistic Scenes},
journal = {CoRR},
volume = {abs/2310.12243},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2310.12243},
doi = {10.48550/ARXIV.2310.12243},
eprinttype = {arXiv},
eprint = {2310.12243},
timestamp = {Fri, 27 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2310-12243.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2310-12347,
author = {Matthew Hull and
Vivian Pednekar and
Hannah Murray and
Nimisha Roy and
Emmanuel Tung and
Susanta Routray and
Connor Guerin and
Justin Chen and
Zijie J. Wang and
Seongmin Lee and
M. Mahdi Roozbahani and
Duen Horng Chau},
title = {VisGrader: Automatic Grading of {D3} Visualizations},
journal = {CoRR},
volume = {abs/2310.12347},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2310.12347},
doi = {10.48550/ARXIV.2310.12347},
eprinttype = {arXiv},
eprint = {2310.12347},
timestamp = {Thu, 18 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2310-12347.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2311-05565,
author = {Shengyun Peng and
Seongmin Lee and
Xiaojing Wang and
Rajarajeswari Balasubramaniyan and
Duen Horng Chau},
title = {High-Performance Transformers for Table Structure Recognition Need
Early Convolutions},
journal = {CoRR},
volume = {abs/2311.05565},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2311.05565},
doi = {10.48550/ARXIV.2311.05565},
eprinttype = {arXiv},
eprint = {2311.05565},
timestamp = {Tue, 14 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2311-05565.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jdiq/WuDCGCC22,
author = {Renzhi Wu and
Nilaksh Das and
Sanya Chaba and
Sakshi Gandhi and
Duen Horng Chau and
Xu Chu},
title = {A Cluster-then-label Approach for Few-shot Learning with Application
to Automatic Image Data Labeling},
journal = {{ACM} J. Data Inf. Qual.},
volume = {14},
number = {3},
pages = {15:1--15:23},
year = {2022},
url = {https://doi.org/10.1145/3491232},
doi = {10.1145/3491232},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jdiq/WuDCGCC22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tvcg/ParkDDWSHC22,
author = {Haekyu Park and
Nilaksh Das and
Rahul Duggal and
Austin P. Wright and
Omar Shaikh and
Fred Hohman and
Duen Horng (Polo) Chau},
title = {NeuroCartography: Scalable Automatic Visual Summarization of Concepts
in Deep Neural Networks},
journal = {{IEEE} Trans. Vis. Comput. Graph.},
volume = {28},
number = {1},
pages = {813--823},
year = {2022},
url = {https://doi.org/10.1109/TVCG.2021.3114858},
doi = {10.1109/TVCG.2021.3114858},
timestamp = {Wed, 05 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tvcg/ParkDDWSHC22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/LahavSKJPSCYHWH22,
author = {Dan Lahav and
Jon Saad{-}Falcon and
Bailey Kuehl and
Sophie Johnson and
Sravanthi Parasa and
Noam Shomron and
Duen Horng Chau and
Diyi Yang and
Eric Horvitz and
Daniel S. Weld and
Tom Hope},
title = {A Search Engine for Discovery of Scientific Challenges and Directions},
booktitle = {Thirty-Sixth {AAAI} Conference on Artificial Intelligence, {AAAI}
2022, Thirty-Fourth Conference on Innovative Applications of Artificial
Intelligence, {IAAI} 2022, The Twelveth Symposium on Educational Advances
in Artificial Intelligence, {EAAI} 2022 Virtual Event, February 22
- March 1, 2022},
pages = {11982--11990},
publisher = {{AAAI} Press},
year = {2022},
url = {https://doi.org/10.1609/aaai.v36i11.21456},
doi = {10.1609/AAAI.V36I11.21456},
timestamp = {Mon, 04 Sep 2023 12:29:24 +0200},
biburl = {https://dblp.org/rec/conf/aaai/LahavSKJPSCYHWH22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/chi/0007APWSSPC22,
author = {Seongmin Lee and
Sadia Afroz and
Haekyu Park and
Zijie J. Wang and
Omar Shaikh and
Vibhor Sehgal and
Ankit Peshin and
Duen Horng Chau},
editor = {Simone D. J. Barbosa and
Cliff Lampe and
Caroline Appert and
David A. Shamma},
title = {MisVis: Explaining Web Misinformation Connections via Visual Summary},
booktitle = {{CHI} '22: {CHI} Conference on Human Factors in Computing Systems,
New Orleans, LA, USA, 29 April 2022 - 5 May 2022, Extended Abstracts},
pages = {228:1--228:6},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3491101.3519711},
doi = {10.1145/3491101.3519711},
timestamp = {Wed, 28 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/chi/0007APWSSPC22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/FreitasDC22,
author = {Scott Freitas and
Rahul Duggal and
Duen Horng Chau},
editor = {Mohammad Al Hasan and
Li Xiong},
title = {MalNet: {A} Large-Scale Image Database of Malicious Software},
booktitle = {Proceedings of the 31st {ACM} International Conference on Information
{\&} Knowledge Management, Atlanta, GA, USA, October 17-21, 2022},
pages = {3948--3952},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3511808.3557533},
doi = {10.1145/3511808.3557533},
timestamp = {Wed, 19 Oct 2022 12:52:00 +0200},
biburl = {https://dblp.org/rec/conf/cikm/FreitasDC22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/KimCSKCP22,
author = {Namhyuk Kim and
Dong{-}Kyu Chae and
Jung Ah Shin and
Sang{-}Wook Kim and
Duen Horng Chau and
Sunghwan Park},
editor = {Mohammad Al Hasan and
Li Xiong},
title = {Context-aware Traffic Flow Forecasting in New Roads},
booktitle = {Proceedings of the 31st {ACM} International Conference on Information
{\&} Knowledge Management, Atlanta, GA, USA, October 17-21, 2022},
pages = {4133--4137},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3511808.3557566},
doi = {10.1145/3511808.3557566},
timestamp = {Wed, 19 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cikm/KimCSKCP22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/LiYMUZSC22,
author = {Kevin Li and
Haoyang Yang and
Evan Montoya and
Anish Upadhayay and
Zhiyan Zhou and
Jon Saad{-}Falcon and
Duen Horng Chau},
editor = {Mohammad Al Hasan and
Li Xiong},
title = {Visual Exploration of Literature with Argo Scholar},
booktitle = {Proceedings of the 31st {ACM} International Conference on Information
{\&} Knowledge Management, Atlanta, GA, USA, October 17-21, 2022},
pages = {4912--4916},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3511808.3557177},
doi = {10.1145/3511808.3557177},
timestamp = {Wed, 19 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cikm/LiYMUZSC22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/0007HWC22,
author = {Seongmin Lee and
Judy Hoffman and
Zijie J. Wang and
Duen Horng Chau},
title = {VIsCUIT: Visual Auditor for Bias in {CNN} Image Classifier},
booktitle = {{IEEE/CVF} Conference on Computer Vision and Pattern Recognition,
{CVPR} 2022, New Orleans, LA, USA, June 18-24, 2022},
pages = {21443--21451},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/CVPR52688.2022.02081},
doi = {10.1109/CVPR52688.2022.02081},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cvpr/0007HWC22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/VellaichamyHWDP22,
author = {Sivapriya Vellaichamy and
Matthew Hull and
Zijie J. Wang and
Nilaksh Das and
Sheng{-}Yun Peng and
Haekyu Park and
Duen Horng (Polo) Chau},
title = {DetectorDetective: Investigating the Effects of Adversarial Examples
on Object Detectors},
booktitle = {{IEEE/CVF} Conference on Computer Vision and Pattern Recognition,
{CVPR} 2022, New Orleans, LA, USA, June 18-24, 2022},
pages = {21452--21459},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/CVPR52688.2022.02082},
doi = {10.1109/CVPR52688.2022.02082},
timestamp = {Wed, 05 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cvpr/VellaichamyHWDP22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eccv/DasPC22,
author = {Nilaksh Das and
Sheng{-}Yun Peng and
Duen Horng Chau},
editor = {Leonid Karlinsky and
Tomer Michaeli and
Ko Nishino},
title = {SkeleVision: Towards Adversarial Resiliency of Person Tracking with
Multi-Task Learning},
booktitle = {Computer Vision - {ECCV} 2022 Workshops - Tel Aviv, Israel, October
23-27, 2022, Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {13801},
pages = {449--466},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-25056-9\_29},
doi = {10.1007/978-3-031-25056-9\_29},
timestamp = {Sat, 25 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/eccv/DasPC22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ht/SinghAMDJCK22,
author = {Ashwin Singh and
Arvindh Arun and
Pulak Malhotra and
Pooja Desur and
Ayushi Jain and
Duen Horng Chau and
Ponnurangam Kumaraguru},
editor = {Alejandro Bellog{\'{\i}}n and
Ludovico Boratto and
Federica Cena},
title = {Erasing Labor with Labor: Dark Patterns and Lockstep Behaviors on
Google Play},
booktitle = {{HT} '22: 33rd {ACM} Conference on Hypertext and Social Media, Barcelona,
Spain, 28 June 2022- 1 July 2022},
pages = {186--191},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3511095.3536368},
doi = {10.1145/3511095.3536368},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ht/SinghAMDJCK22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/DasCSBBK22,
author = {Nilaksh Das and
Duen Horng Chau and
Monica Sunkara and
Sravan Bodapati and
Dhanush Bekal and
Katrin Kirchhoff},
title = {Listen, Know and Spell: Knowledge-Infused Subword Modeling for Improving
{ASR} Performance of {OOV} Named Entities},
booktitle = {{IEEE} International Conference on Acoustics, Speech and Signal Processing,
{ICASSP} 2022, Virtual and Singapore, 23-27 May 2022},
pages = {7887--7891},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ICASSP43922.2022.9746748},
doi = {10.1109/ICASSP43922.2022.9746748},
timestamp = {Tue, 07 Jun 2022 17:34:47 +0200},
biburl = {https://dblp.org/rec/conf/icassp/DasCSBBK22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/interspeech/DasC22,
author = {Nilaksh Das and
Polo Chau},
editor = {Hanseok Ko and
John H. L. Hansen},
title = {Hear No Evil: Towards Adversarial Robustness of Automatic Speech Recognition
via Multi-Task Learning},
booktitle = {Interspeech 2022, 23rd Annual Conference of the International Speech
Communication Association, Incheon, Korea, 18-22 September 2022},
pages = {3839--3843},
publisher = {{ISCA}},
year = {2022},
url = {https://doi.org/10.21437/Interspeech.2022-11361},
doi = {10.21437/INTERSPEECH.2022-11361},
timestamp = {Wed, 21 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/interspeech/DasC22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/WangKNSNCVV022,
author = {Zijie J. Wang and
Alex Kale and
Harsha Nori and
Peter Stella and
Mark E. Nunnally and
Duen Horng Chau and
Mihaela Vorvoreanu and
Jennifer Wortman Vaughan and
Rich Caruana},
editor = {Aidong Zhang and
Huzefa Rangwala},
title = {Interpretability, Then What? Editing Machine Learning Models to Reflect
Human Knowledge and Values},
booktitle = {{KDD} '22: The 28th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Washington, DC, USA, August 14 - 18, 2022},
pages = {4132--4142},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3534678.3539074},
doi = {10.1145/3534678.3539074},
timestamp = {Mon, 28 Aug 2023 21:17:29 +0200},
biburl = {https://dblp.org/rec/conf/kdd/WangKNSNCVV022.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/visualization/0007APWSSPC22,
author = {Seongmin Lee and
Sadia Afroz and
Haekyu Park and
Zijie J. Wang and
Omar Shaikh and
Vibhor Sehqal and
Ankit Peshin and
Duen Horng Chau},
title = {Explaining Website Reliability by Visualizing Hyperlink Connectivity},
booktitle = {2022 {IEEE} Visualization and Visual Analytics (VIS), Oklahoma City,
OK, USA, October 16-21, 2022},
pages = {26--30},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/VIS54862.2022.00014},
doi = {10.1109/VIS54862.2022.00014},
timestamp = {Tue, 02 Jan 2024 14:23:43 +0100},
biburl = {https://dblp.org/rec/conf/visualization/0007APWSSPC22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/visualization/MunechikaWRRGKC22,
author = {David Munechika and
Zijie J. Wang and
Jack Reidy and
Joshua Rubin and
Krishna Gade and
Krishnaram Kenthapadi and
Duen Horng Chau},
title = {Visual Auditor: Interactive Visualization for Detection and Summarization
of Model Biases},
booktitle = {2022 {IEEE} Visualization and Visual Analytics (VIS), Oklahoma City,
OK, USA, October 16-21, 2022},
pages = {45--49},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/VIS54862.2022.00018},
doi = {10.1109/VIS54862.2022.00018},
timestamp = {Tue, 02 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/visualization/MunechikaWRRGKC22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/visualization/WangZXT0CRS22,
author = {Zijie J. Wang and
Chudi Zhong and
Rui Xin and
Takuya Takagi and
Zhi Chen and
Duen Horng Chau and
Cynthia Rudin and
Margo I. Seltzer},
title = {TimberTrek: Exploring and Curating Sparse Decision Trees with Interactive
Visualization},
booktitle = {2022 {IEEE} Visualization and Visual Analytics (VIS), Oklahoma City,
OK, USA, October 16-21, 2022},
pages = {60--64},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/VIS54862.2022.00021},
doi = {10.1109/VIS54862.2022.00021},
timestamp = {Tue, 02 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/visualization/WangZXT0CRS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/NairLVOLPCFR22,
author = {Pratheeksha Nair and
Yifei Li and
Catalina Vajiac and
Andreas M. Olligschlaeger and
Meng{-}Chieh Lee and
Namyong Park and
Duen Horng Chau and
Christos Faloutsos and
Reihaneh Rabbany},
editor = {Fr{\'{e}}d{\'{e}}rique Laforest and
Rapha{\"{e}}l Troncy and
Elena Simperl and
Deepak Agarwal and
Aristides Gionis and
Ivan Herman and
Lionel M{\'{e}}dini},
title = {VisPaD: Visualization and Pattern Discovery for Fighting Human Trafficking},
booktitle = {Companion of The Web Conference 2022, Virtual Event / Lyon, France,
April 25 - 29, 2022},
pages = {273--277},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3487553.3524263},
doi = {10.1145/3487553.3524263},
timestamp = {Thu, 18 Aug 2022 09:20:24 +0200},
biburl = {https://dblp.org/rec/conf/www/NairLVOLPCFR22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2202-04561,
author = {Ashwin Singh and
Arvindh A and
Ayushi Jain and
Pooja Desur and
Pulak Malhotra and
Duen Horng Chau and
Ponnurangam Kumaraguru},
title = {Erasing Labor with Labor: Dark Patterns and Lockstep Behaviors on
the Google Play Store},
journal = {CoRR},
volume = {abs/2202.04561},
year = {2022},
url = {https://arxiv.org/abs/2202.04561},
eprinttype = {arXiv},
eprint = {2202.04561},
timestamp = {Fri, 18 Feb 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2202-04561.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2203-16475,
author = {Haekyu Park and
Seongmin Lee and
Benjamin Hoover and
Austin P. Wright and
Omar Shaikh and
Rahul Duggal and
Nilaksh Das and
Judy Hoffman and
Duen Horng Chau},
title = {ConceptEvo: Interpreting Concept Evolution in Deep Learning Training},
journal = {CoRR},
volume = {abs/2203.16475},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2203.16475},
doi = {10.48550/ARXIV.2203.16475},
eprinttype = {arXiv},
eprint = {2203.16475},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2203-16475.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2204-00734,
author = {Nilaksh Das and
Sheng{-}Yun Peng and
Duen Horng Chau},
title = {SkeleVision: Towards Adversarial Resiliency of Person Tracking with
Multi-Task Learning},
journal = {CoRR},
volume = {abs/2204.00734},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2204.00734},
doi = {10.48550/ARXIV.2204.00734},
eprinttype = {arXiv},
eprint = {2204.00734},
timestamp = {Wed, 06 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2204-00734.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2204-02381,
author = {Nilaksh Das and
Duen Horng Chau},
title = {Hear No Evil: Towards Adversarial Robustness of Automatic Speech Recognition
via Multi-Task Learning},
journal = {CoRR},
volume = {abs/2204.02381},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2204.02381},
doi = {10.48550/ARXIV.2204.02381},
eprinttype = {arXiv},
eprint = {2204.02381},
timestamp = {Wed, 06 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2204-02381.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2204-05899,
author = {Seongmin Lee and
Zijie J. Wang and
Judy Hoffman and
Duen Horng Chau},
title = {VisCUIT: Visual Auditor for Bias in {CNN} Image Classifier},
journal = {CoRR},
volume = {abs/2204.05899},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2204.05899},
doi = {10.48550/ARXIV.2204.05899},
eprinttype = {arXiv},
eprint = {2204.05899},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2204-05899.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2205-03963,
author = {Zijie J. Wang and
David Munechika and
Seongmin Lee and
Duen Horng Chau},
title = {{NOVA:} {A} Practical Method for Creating Notebook-Ready Visual Analytics},
journal = {CoRR},
volume = {abs/2205.03963},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2205.03963},
doi = {10.48550/ARXIV.2205.03963},
eprinttype = {arXiv},
eprint = {2205.03963},
timestamp = {Wed, 11 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2205-03963.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2206-12540,
author = {David Munechika and
Zijie J. Wang and
Jack Reidy and
Joshua Rubin and
Krishna Gade and
Krishnaram Kenthapadi and
Duen Horng Chau},
title = {Visual Auditor: Interactive Visualization for Detection and Summarization
of Model Biases},
journal = {CoRR},
volume = {abs/2206.12540},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2206.12540},
doi = {10.48550/ARXIV.2206.12540},
eprinttype = {arXiv},
eprint = {2206.12540},
timestamp = {Wed, 13 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2206-12540.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2206-15465,
author = {Zijie J. Wang and
Alex Kale and
Harsha Nori and
Peter Stella and
Mark E. Nunnally and
Duen Horng Chau and
Mihaela Vorvoreanu and
Jennifer Wortman Vaughan and
Rich Caruana},
title = {Interpretability, Then What? Editing Machine Learning Models to Reflect
Human Knowledge and Values},
journal = {CoRR},
volume = {abs/2206.15465},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2206.15465},
doi = {10.48550/ARXIV.2206.15465},
eprinttype = {arXiv},
eprint = {2206.15465},
timestamp = {Fri, 10 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2206-15465.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2208-10639,
author = {Haoyang Yang and
Pratham Darrpan Mehta and
Jonathan Leo and
Zhiyan Zhou and
Megan Dass and
Anish Upadhayay and
Timothy C. Slesnick and
Fawwaz Shaw and
Amanda Randles and
Duen Horng Chau},
title = {Evaluating Cardiovascular Surgical Planning in Mobile Augmented Reality},
journal = {CoRR},
volume = {abs/2208.10639},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2208.10639},
doi = {10.48550/ARXIV.2208.10639},
eprinttype = {arXiv},
eprint = {2208.10639},
timestamp = {Sun, 12 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2208-10639.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2209-09227,
author = {Zijie J. Wang and
Chudi Zhong and
Rui Xin and
Takuya Takagi and
Zhi Chen and
Duen Horng Chau and
Cynthia Rudin and
Margo I. Seltzer},
title = {TimberTrek: Exploring and Curating Sparse Decision Trees with Interactive
Visualization},
journal = {CoRR},
volume = {abs/2209.09227},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2209.09227},
doi = {10.48550/ARXIV.2209.09227},
eprinttype = {arXiv},
eprint = {2209.09227},
timestamp = {Mon, 14 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2209-09227.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2210-00136,
author = {Rahul Duggal and
Shengyun Peng and
Hao Zhou and
Duen Horng Chau},
title = {{IMB-NAS:} Neural Architecture Search for Imbalanced Datasets},
journal = {CoRR},
volume = {abs/2210.00136},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2210.00136},
doi = {10.48550/ARXIV.2210.00136},
eprinttype = {arXiv},
eprint = {2210.00136},
timestamp = {Fri, 07 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2210-00136.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2210-00160,
author = {Seongmin Lee and
Sadia Afroz and
Haekyu Park and
Zijie J. Wang and
Omar Shaikh and
Vibhor Sehgal and
Ankit Peshin and
Duen Horng Chau},
title = {Explaining Website Reliability by Visualizing Hyperlink Connectivity},
journal = {CoRR},
volume = {abs/2210.00160},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2210.00160},
doi = {10.48550/ARXIV.2210.00160},
eprinttype = {arXiv},
eprint = {2210.00160},
timestamp = {Fri, 07 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2210-00160.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2210-12492,
author = {Zhiyan Zhou and
Kevin Li and
Haekyu Park and
Megan Dass and
Austin P. Wright and
Nilaksh Das and
Duen Horng Chau},
title = {NeuroMapper: In-browser Visualizer for Neural Network Training},
journal = {CoRR},
volume = {abs/2210.12492},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2210.12492},
doi = {10.48550/ARXIV.2210.12492},
eprinttype = {arXiv},
eprint = {2210.12492},
timestamp = {Fri, 28 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2210-12492.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2210-13510,
author = {Kevin Li and
Haoyang Yang and
Evan Montoya and
Anish Upadhayay and
Zhiyan Zhou and
Jon Saad{-}Falcon and
Duen Horng Chau},
title = {Evaluation of Argo Scholar with Observational Study},
journal = {CoRR},
volume = {abs/2210.13510},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2210.13510},
doi = {10.48550/ARXIV.2210.13510},
eprinttype = {arXiv},
eprint = {2210.13510},
timestamp = {Fri, 28 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2210-13510.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2210-14896,
author = {Zijie J. Wang and
Evan Montoya and
David Munechika and
Haoyang Yang and
Benjamin Hoover and
Duen Horng Chau},
title = {DiffusionDB: {A} Large-scale Prompt Gallery Dataset for Text-to-Image
Generative Models},
journal = {CoRR},
volume = {abs/2210.14896},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2210.14896},
doi = {10.48550/ARXIV.2210.14896},
eprinttype = {arXiv},
eprint = {2210.14896},
timestamp = {Wed, 02 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2210-14896.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/dagstuhl-reports/ChauEKO22,
author = {Polo Chau and
Alex Endert and
Daniel A. Keim and
Daniela Oelke},
title = {Interactive Visualization for Fostering Trust in {ML} (Dagstuhl Seminar
22351)},
journal = {Dagstuhl Reports},
volume = {12},
number = {8},
pages = {103--116},
year = {2022},
url = {https://doi.org/10.4230/DagRep.12.8.103},
doi = {10.4230/DAGREP.12.8.103},
timestamp = {Mon, 06 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/dagstuhl-reports/ChauEKO22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cga/Beauxis-Aussalet21,
author = {Emma Beauxis{-}Aussalet and
Michael Behrisch and
Rita Borgo and
Duen Horng Chau and
Christopher Collins and
David S. Ebert and
Mennatallah El{-}Assady and
Alex Endert and
Daniel A. Keim and
J{\"{o}}rn Kohlhammer and
Daniela Oelke and
Jaakko Peltonen and
Maria Riveiro and
Tobias Schreck and
Hendrik Strobelt and
Jarke J. van Wijk and
Theresa{-}Marie Rhyne},
title = {The Role of Interactive Visualization in Fostering Trust in {AI}},
journal = {{IEEE} Computer Graphics and Applications},
volume = {41},
number = {6},
pages = {7--12},
year = {2021},
url = {https://doi.org/10.1109/MCG.2021.3107875},
doi = {10.1109/MCG.2021.3107875},
timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/cga/Beauxis-Aussalet21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cgf/SperrleEGBCEK21,
author = {Fabian Sperrle and
Mennatallah El{-}Assady and
Grace Guo and
Rita Borgo and
Duen Horng Chau and
Alex Endert and
Daniel A. Keim},
title = {A Survey of Human-Centered Evaluations in Human-Centered Machine Learning},
journal = {Comput. Graph. Forum},
volume = {40},
number = {3},
pages = {543--567},
year = {2021},
url = {https://doi.org/10.1111/cgf.14329},
doi = {10.1111/CGF.14329},
timestamp = {Fri, 10 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/cgf/SperrleEGBCEK21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jbi/WrightJCGS21,
author = {Austin P. Wright and
Christopher M. Jones and
Duen Horng Chau and
R. Matthew Gladden and
Steven A. Sumner},
title = {Detection of emerging drugs involved in overdose via diachronic word
embeddings of substances discussed on social media},
journal = {J. Biomed. Informatics},
volume = {119},
pages = {103824},
year = {2021},
url = {https://doi.org/10.1016/j.jbi.2021.103824},
doi = {10.1016/J.JBI.2021.103824},
timestamp = {Fri, 09 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jbi/WrightJCGS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pacmhci/WrightSPEAPCY21,
author = {Austin P. Wright and
Omar Shaikh and
Haekyu Park and
Will Epperson and
Muhammed Ahmed and
Stephane Pinel and
Duen Horng (Polo) Chau and
Diyi Yang},
title = {{RECAST:} Enabling User Recourse and Interpretability of Toxicity
Detection Models with Interactive Visualization},
journal = {Proc. {ACM} Hum. Comput. Interact.},
volume = {5},
number = {{CSCW1}},
pages = {181:1--181:26},
year = {2021},
url = {https://doi.org/10.1145/3449280},
doi = {10.1145/3449280},
timestamp = {Wed, 09 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/pacmhci/WrightSPEAPCY21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/RahmanHCC21,
author = {Mizanur Rahman and
Nestor Hernandez and
Bogdan Carbunar and
Duen Horng Chau},
title = {Towards De-Anonymization of Google Play Search Rank Fraud},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {33},
number = {11},
pages = {3648--3661},
year = {2021},
url = {https://doi.org/10.1109/TKDE.2020.2975170},
doi = {10.1109/TKDE.2020.2975170},
timestamp = {Wed, 03 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tkde/RahmanHCC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tvcg/WangTSPDHKC21,
author = {Zijie J. Wang and
Robert Turko and
Omar Shaikh and
Haekyu Park and
Nilaksh Das and
Fred Hohman and
Minsuk Kahng and
Duen Horng (Polo) Chau},
title = {{CNN} Explainer: Learning Convolutional Neural Networks with Interactive
Visualization},
journal = {{IEEE} Trans. Vis. Comput. Graph.},
volume = {27},
number = {2},
pages = {1396--1406},
year = {2021},
url = {https://doi.org/10.1109/TVCG.2020.3030418},
doi = {10.1109/TVCG.2020.3030418},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tvcg/WangTSPDHKC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/ParkWDPPZC21,
author = {Haekyu Park and
Zijie J. Wang and
Nilaksh Das and
Anindya S. Paul and
Pruthvi Perumalla and
Zhiyan Zhou and
Duen Horng Chau},
title = {SkeletonVis: Interactive Visualization for Understanding Adversarial
Attacks on Human Action Recognition Models},
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 = {16094--16096},
publisher = {{AAAI} Press},
year = {2021},
url = {https://doi.org/10.1609/aaai.v35i18.18022},
doi = {10.1609/AAAI.V35I18.18022},
timestamp = {Mon, 04 Sep 2023 12:29:24 +0200},
biburl = {https://dblp.org/rec/conf/aaai/ParkWDPPZC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/WangTC21,
author = {Zijie J. Wang and
Robert Turko and
Duen Horng Chau},
editor = {Heng Ji and
Jong C. Park and
Rui Xia},
title = {Dodrio: Exploring Transformer Models with Interactive Visualization},
booktitle = {Proceedings of the Joint Conference of the 59th Annual Meeting of
the Association for Computational Linguistics and the 11th International
Joint Conference on Natural Language Processing, {ACL} 2021 - System
Demonstrations, Online, August 1-6, 2021},
pages = {132--141},
publisher = {Association for Computational Linguistics},
year = {2021},
url = {https://doi.org/10.18653/v1/2021.acl-demo.16},
doi = {10.18653/V1/2021.ACL-DEMO.16},
timestamp = {Mon, 01 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acl/WangTC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bigdataconf/DuggalFDCS21,
author = {Rahul Duggal and
Scott Freitas and
Sunny Dhamnani and
Duen Horng Chau and
Jimeng Sun},
editor = {Yixin Chen and
Heiko Ludwig and
Yicheng Tu and
Usama M. Fayyad and
Xingquan Zhu and
Xiaohua Hu and
Suren Byna and
Xiong Liu and
Jianping Zhang and
Shirui Pan and
Vagelis Papalexakis and
Jianwu Wang and
Alfredo Cuzzocrea and
Carlos Ordonez},
title = {{HAR:} Hardness Aware Reweighting for Imbalanced Datasets},
booktitle = {2021 {IEEE} International Conference on Big Data (Big Data), Orlando,
FL, USA, December 15-18, 2021},
pages = {735--745},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/BigData52589.2021.9671807},
doi = {10.1109/BIGDATA52589.2021.9671807},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/bigdataconf/DuggalFDCS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bigdataconf/DuggalXVCS21,
author = {Rahul Duggal and
Cao Xiao and
Richard W. Vuduc and
Duen Horng Chau and
Jimeng Sun},
editor = {Yixin Chen and
Heiko Ludwig and
Yicheng Tu and
Usama M. Fayyad and
Xingquan Zhu and
Xiaohua Hu and
Suren Byna and
Xiong Liu and
Jianping Zhang and
Shirui Pan and
Vagelis Papalexakis and
Jianwu Wang and
Alfredo Cuzzocrea and
Carlos Ordonez},
title = {{CUP:} Cluster Pruning for Compressing Deep Neural Networks},
booktitle = {2021 {IEEE} International Conference on Big Data (Big Data), Orlando,
FL, USA, December 15-18, 2021},
pages = {5102--5106},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/BigData52589.2021.9671980},
doi = {10.1109/BIGDATA52589.2021.9671980},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/bigdataconf/DuggalXVCS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/chi/LeoZYDUSSC21,
author = {Jonathan Leo and
Zhiyan Zhou and
Haoyang Yang and
Megan Dass and
Anish Upadhayay and
Timothy C. Slesnick and
Fawwaz Shaw and
Duen Horng Chau},
title = {Interactive Cardiovascular Surgical Planning via Augmented Reality},
booktitle = {AsianCHI '21: 5th Asian {CHI} Symposium, Virtual Event / Yokohama,
Japan, May 7-8, 2021},
pages = {132--135},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3429360.3468195},
doi = {10.1145/3429360.3468195},
timestamp = {Mon, 02 Jan 2023 17:11:29 +0100},
biburl = {https://dblp.org/rec/conf/chi/LeoZYDUSSC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/chi/ShaikhSWDFAC21,
author = {Omar Shaikh and
Jon Saad{-}Falcon and
Austin P. Wright and
Nilaksh Das and
Scott Freitas and
Omar Isaac Asensio and
Duen Horng Chau},
editor = {Yoshifumi Kitamura and
Aaron Quigley and
Katherine Isbister and
Takeo Igarashi},
title = {EnergyVis: Interactively Tracking and Exploring Energy Consumption
for {ML} Models},
booktitle = {{CHI} '21: {CHI} Conference on Human Factors in Computing Systems,
Virtual Event / Yokohama Japan, May 8-13, 2021, Extended Abstracts},
pages = {458:1--458:7},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3411763.3451780},
doi = {10.1145/3411763.3451780},
timestamp = {Wed, 19 May 2021 12:29:22 +0200},
biburl = {https://dblp.org/rec/conf/chi/ShaikhSWDFAC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/FreitasYKTC21,
author = {Scott Freitas and
Diyi Yang and
Srijan Kumar and
Hanghang Tong and
Duen Horng Chau},
editor = {Gianluca Demartini and
Guido Zuccon and
J. Shane Culpepper and
Zi Huang and
Hanghang Tong},
title = {Evaluating Graph Vulnerability and Robustness using {TIGER}},
booktitle = {{CIKM} '21: The 30th {ACM} International Conference on Information
and Knowledge Management, Virtual Event, Queensland, Australia, November
1 - 5, 2021},
pages = {4495--4503},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3459637.3482002},
doi = {10.1145/3459637.3482002},
timestamp = {Tue, 16 Aug 2022 23:04:38 +0200},
biburl = {https://dblp.org/rec/conf/cikm/FreitasYKTC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/interspeech/DasBSSC21,
author = {Nilaksh Das and
Sravan Bodapati and
Monica Sunkara and
Sundararajan Srinivasan and
Duen Horng Chau},
editor = {Hynek Hermansky and
Honza Cernock{\'{y}} and
Luk{\'{a}}s Burget and
Lori Lamel and
Odette Scharenborg and
Petr Motl{\'{\i}}cek},
title = {Best of Both Worlds: Robust Accented Speech Recognition with Adversarial
Transfer Learning},
booktitle = {Interspeech 2021, 22nd Annual Conference of the International Speech
Communication Association, Brno, Czechia, 30 August - 3 September
2021},
pages = {1314--1318},
publisher = {{ISCA}},
year = {2021},
url = {https://doi.org/10.21437/Interspeech.2021-1888},
doi = {10.21437/INTERSPEECH.2021-1888},
timestamp = {Wed, 21 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/interspeech/DasBSSC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/FreitasDNC21,
author = {Scott Freitas and
Yuxiao Dong and
Joshua Neil and
Duen Horng Chau},
editor = {Joaquin Vanschoren and
Sai{-}Kit Yeung},
title = {A Large-Scale Database for Graph Representation Learning},
booktitle = {Proceedings of the Neural Information Processing Systems Track on
Datasets and Benchmarks 1, NeurIPS Datasets and Benchmarks 2021, December
2021, virtual},
year = {2021},
url = {https://datasets-benchmarks-proceedings.neurips.cc/paper/2021/hash/5fd0b37cd7dbbb00f97ba6ce92bf5add-Abstract-round1.html},
timestamp = {Thu, 05 May 2022 16:30:03 +0200},
biburl = {https://dblp.org/rec/conf/nips/FreitasDNC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2101-10586,
author = {Haekyu Park and
Zijie J. Wang and
Nilaksh Das and
Anindya S. Paul and
Pruthvi Perumalla and
Zhiyan Zhou and
Duen Horng Chau},
title = {SkeletonVis: Interactive Visualization for Understanding Adversarial
Attacks on Human Action Recognition Models},
journal = {CoRR},
volume = {abs/2101.10586},
year = {2021},
url = {https://arxiv.org/abs/2101.10586},
eprinttype = {arXiv},
eprint = {2101.10586},
timestamp = {Sun, 31 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2101-10586.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2102-01072,
author = {Scott Freitas and
Rahul Duggal and
Duen Horng Chau},
title = {MalNet: {A} Large-Scale Cybersecurity Image Database of Malicious
Software},
journal = {CoRR},
volume = {abs/2102.01072},
year = {2021},
url = {https://arxiv.org/abs/2102.01072},
eprinttype = {arXiv},
eprint = {2102.01072},
timestamp = {Tue, 09 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2102-01072.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2102-04427,
author = {Austin P. Wright and
Omar Shaikh and
Haekyu Park and
Will Epperson and
Muhammed Ahmed and
Stephane Pinel and
Duen Horng Chau and
Diyi Yang},
title = {{RECAST:} Enabling User Recourse and Interpretability of Toxicity
Detection Models with Interactive Visualization},
journal = {CoRR},
volume = {abs/2102.04427},
year = {2021},
url = {https://arxiv.org/abs/2102.04427},
eprinttype = {arXiv},
eprint = {2102.04427},
timestamp = {Wed, 10 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2102-04427.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2103-14625,
author = {Zijie J. Wang and
Robert Turko and
Duen Horng Chau},
title = {Dodrio: Exploring Transformer Models with Interactive Visualization},
journal = {CoRR},
volume = {abs/2103.14625},
year = {2021},
url = {https://arxiv.org/abs/2103.14625},
eprinttype = {arXiv},
eprint = {2103.14625},
timestamp = {Wed, 07 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2103-14625.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2103-16435,
author = {Omar Shaikh and
Jon Saad{-}Falcon and
Austin P. Wright and
Nilaksh Das and
Scott Freitas and
Omar Isaac Asensio and
Duen Horng Chau},
title = {EnergyVis: Interactively Tracking and Exploring Energy Consumption
for {ML} Models},
journal = {CoRR},
volume = {abs/2103.16435},
year = {2021},
url = {https://arxiv.org/abs/2103.16435},
eprinttype = {arXiv},
eprint = {2103.16435},
timestamp = {Wed, 07 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2103-16435.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2105-00419,
author = {Scott Freitas and
Diyi Yang and
Srijan Kumar and
Hanghang Tong and
Duen Horng Chau},
title = {Graph Vulnerability and Robustness: {A} Survey},
journal = {CoRR},
volume = {abs/2105.00419},
year = {2021},
url = {https://arxiv.org/abs/2105.00419},
eprinttype = {arXiv},
eprint = {2105.00419},
timestamp = {Wed, 12 May 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2105-00419.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2106-11846,
author = {Austin P. Wright and
Caleb Ziems and
Haekyu Park and
Jon Saad{-}Falcon and
Duen Horng Chau and
Diyi Yang and
Maria Tomprou},
title = {Quantifying the Impact of Human Capital, Job History, and Language
Factors on Job Seniority with a Large-scale Analysis of Resumes},
journal = {CoRR},
volume = {abs/2106.11846},
year = {2021},
url = {https://arxiv.org/abs/2106.11846},
eprinttype = {arXiv},
eprint = {2106.11846},
timestamp = {Thu, 01 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2106-11846.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2108-12931,
author = {Haekyu Park and
Nilaksh Das and
Rahul Duggal and
Austin P. Wright and
Omar Shaikh and
Fred Hohman and
Duen Horng Chau},
title = {NeuroCartography: Scalable Automatic Visual Summarization of Concepts
in Deep Neural Networks},
journal = {CoRR},
volume = {abs/2108.12931},
year = {2021},
url = {https://arxiv.org/abs/2108.12931},
eprinttype = {arXiv},
eprint = {2108.12931},
timestamp = {Thu, 02 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2108-12931.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2108-13751,
author = {Dan Lahav and
Jon Saad{-}Falcon and
Bailey Kuehl and
Sophie Johnson and
Sravanthi Parasa and
Noam Shomron and
Duen Horng Chau and
Diyi Yang and
Eric Horvitz and
Daniel S. Weld and
Tom Hope},
title = {A Search Engine for Discovery of Biomedical Challenges and Directions},
journal = {CoRR},
volume = {abs/2108.13751},
year = {2021},
url = {https://arxiv.org/abs/2108.13751},
eprinttype = {arXiv},
eprint = {2108.13751},
timestamp = {Fri, 03 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2108-13751.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2110-11227,
author = {Matthew Hull and
Connor Guerin and
Justin Chen and
Susanta Routray and
Duen Horng Chau},
title = {Towards Automatic Grading of D3.js Visualizations},
journal = {CoRR},
volume = {abs/2110.11227},
year = {2021},
url = {https://arxiv.org/abs/2110.11227},
eprinttype = {arXiv},
eprint = {2110.11227},
timestamp = {Thu, 28 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2110-11227.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2110-14060,
author = {Kevin Li and
Haoyang Yang and
Anish Upadhayay and
Zhiyan Zhou and
Jon Saad{-}Falcon and
Duen Horng Chau},
title = {Argo Scholar: Interactive Visual Exploration of Literature in Browsers},
journal = {CoRR},
volume = {abs/2110.14060},
year = {2021},
url = {https://arxiv.org/abs/2110.14060},
eprinttype = {arXiv},
eprint = {2110.14060},
timestamp = {Fri, 29 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2110-14060.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2112-03245,
author = {Zijie J. Wang and
Alex Kale and
Harsha Nori and
Peter Stella and
Mark E. Nunnally and
Duen Horng Chau and
Mihaela Vorvoreanu and
Jennifer Wortman Vaughan and
Rich Caruana},
title = {{GAM} Changer: Editing Generalized Additive Models with Interactive
Visualization},
journal = {CoRR},
volume = {abs/2112.03245},
year = {2021},
url = {https://arxiv.org/abs/2112.03245},
eprinttype = {arXiv},
eprint = {2112.03245},
timestamp = {Fri, 10 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2112-03245.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tvcg/HohmanPRC20,
author = {Fred Hohman and
Haekyu Park and
Caleb Robinson and
Duen Horng (Polo) Chau},
title = {Summit: Scaling Deep Learning Interpretability by Visualizing Activation
and Attribution Summarizations},
journal = {{IEEE} Trans. Vis. Comput. Graph.},
volume = {26},
number = {1},
pages = {1096--1106},
year = {2020},
url = {https://doi.org/10.1109/TVCG.2019.2934659},
doi = {10.1109/TVCG.2019.2934659},
timestamp = {Sat, 30 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tvcg/HohmanPRC20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bigdataconf/FreitasCWC20,
author = {Scott Freitas and
Shang{-}Tse Chen and
Zijie J. Wang and
Duen Horng Chau},
editor = {Xintao Wu and
Chris Jermaine and
Li Xiong and
Xiaohua Hu and
Olivera Kotevska and
Siyuan Lu and
Weija Xu and
Srinivas Aluru and
Chengxiang Zhai and
Eyhab Al{-}Masri and
Zhiyuan Chen and
Jeff Saltz},
title = {UnMask: Adversarial Detection and Defense Through Robust Feature Alignment},
booktitle = {2020 {IEEE} International Conference on Big Data {(IEEE} BigData 2020),
Atlanta, GA, USA, December 10-13, 2020},
pages = {1081--1088},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/BigData50022.2020.9378303},
doi = {10.1109/BIGDATA50022.2020.9378303},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/bigdataconf/FreitasCWC20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cchi/WrightSPEAPYC20,
author = {Austin P. Wright and
Omar Shaikh and
Haekyu Park and
Will Epperson and
Muhammed Ahmed and
Stephane Pinel and
Diyi Yang and
Duen Horng Chau},
title = {{RECAST:} Interactive Auditing of Automatic Toxicity Detection Models},
booktitle = {Chinese {CHI} 2020: The eighth International Workshop of Chinese CHI,
Honolulu, HI, USA, April, 2020},
pages = {80--82},
publisher = {{ACM}},
year = {2020},
url = {https://doi.org/10.1145/3403676.3403691},
doi = {10.1145/3403676.3403691},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cchi/WrightSPEAPYC20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/chi/DasPWHFRC20,
author = {Nilaksh Das and
Haekyu Park and
Zijie J. Wang and
Fred Hohman and
Robert Firstman and
Emily Rogers and
Duen Horng Chau},
editor = {Regina Bernhaupt and
Florian 'Floyd' Mueller and
David Verweij and
Josh Andres and
Joanna McGrenere and
Andy Cockburn and
Ignacio Avellino and
Alix Goguey and
Pernille Bj{\o}n and
Shengdong Zhao and
Briane Paul Samson and
Rafal Kocielnik},
title = {Massif: Interactive Interpretation of Adversarial Attacks on Deep
Learning},
booktitle = {Extended Abstracts of the 2020 {CHI} Conference on Human Factors in
Computing Systems, {CHI} 2020, Honolulu, HI, USA, April 25-30, 2020},
pages = {1--7},
publisher = {{ACM}},
year = {2020},
url = {https://doi.org/10.1145/3334480.3382977},
doi = {10.1145/3334480.3382977},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/chi/DasPWHFRC20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/chi/WangTSPDHKC20,
author = {Zijie J. Wang and
Robert Turko and
Omar Shaikh and
Haekyu Park and
Nilaksh Das and
Fred Hohman and
Minsuk Kahng and
Duen Horng Chau},
editor = {Regina Bernhaupt and
Florian 'Floyd' Mueller and
David Verweij and
Josh Andres and
Joanna McGrenere and
Andy Cockburn and
Ignacio Avellino and
Alix Goguey and
Pernille Bj{\o}n and
Shengdong Zhao and
Briane Paul Samson and
Rafal Kocielnik},
title = {{CNN} 101: Interactive Visual Learning for Convolutional Neural Networks},
booktitle = {Extended Abstracts of the 2020 {CHI} Conference on Human Factors in
Computing Systems, {CHI} 2020, Honolulu, HI, USA, April 25-30, 2020},
pages = {1--7},
publisher = {{ACM}},
year = {2020},
url = {https://doi.org/10.1145/3334480.3382899},
doi = {10.1145/3334480.3382899},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/chi/WangTSPDHKC20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/LiZUSFPWRHC20,
author = {Siwei Li and
Zhiyan Zhou and
Anish Upadhayay and
Omar Shaikh and
Scott Freitas and
Haekyu Park and
Zijie J. Wang and
Susanta Routray and
Matthew Hull and
Duen Horng Chau},
editor = {Mathieu d'Aquin and
Stefan Dietze and
Claudia Hauff and
Edward Curry and
Philippe Cudr{\'{e}}{-}Mauroux},
title = {Argo Lite: Open-Source Interactive Graph Exploration and Visualization
in Browsers},
booktitle = {{CIKM} '20: The 29th {ACM} International Conference on Information
and Knowledge Management, Virtual Event, Ireland, October 19-23, 2020},
pages = {3071--3076},
publisher = {{ACM}},
year = {2020},
url = {https://doi.org/10.1145/3340531.3412877},
doi = {10.1145/3340531.3412877},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cikm/LiZUSFPWRHC20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/ShaikhCSCY20,
author = {Omar Shaikh and
Jiaao Chen and
Jon Saad{-}Falcon and
Polo Chau and
Diyi Yang},
editor = {Trevor Cohn and
Yulan He and
Yang Liu},
title = {Examining the Ordering of Rhetorical Strategies in Persuasive Requests},
booktitle = {Findings of the Association for Computational Linguistics: {EMNLP}
2020, Online Event, 16-20 November 2020},
series = {Findings of {ACL}},
volume = {{EMNLP} 2020},
pages = {1299--1306},
publisher = {Association for Computational Linguistics},
year = {2020},
url = {https://doi.org/10.18653/v1/2020.findings-emnlp.116},
doi = {10.18653/V1/2020.FINDINGS-EMNLP.116},
timestamp = {Wed, 23 Mar 2022 10:11:55 +0100},
biburl = {https://dblp.org/rec/conf/emnlp/ShaikhCSCY20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/FreitasWCN20,
author = {Scott Freitas and
Andrew Wicker and
Duen Horng (Polo) Chau and
Joshua Neil},
editor = {Carlotta Demeniconi and
Nitesh V. Chawla},
title = {D\({}^{\mbox{2}}\)M: Dynamic Defense and Modeling of Adversarial Movement
in Networks},
booktitle = {Proceedings of the 2020 {SIAM} International Conference on Data Mining,
{SDM} 2020, Cincinnati, Ohio, USA, May 7-9, 2020},
pages = {541--549},
publisher = {{SIAM}},
year = {2020},
url = {https://doi.org/10.1137/1.9781611976236.61},
doi = {10.1137/1.9781611976236.61},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/FreitasWCN20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigir/ChaeKCK20,
author = {Dong{-}Kyu Chae and
Jihoo Kim and
Duen Horng Chau and
Sang{-}Wook Kim},
editor = {Jimmy X. Huang and
Yi Chang and
Xueqi Cheng and
Jaap Kamps and
Vanessa Murdock and
Ji{-}Rong Wen and
Yiqun Liu},
title = {{AR-CF:} Augmenting Virtual Users and Items in Collaborative Filtering
for Addressing Cold-Start Problems},
booktitle = {Proceedings of the 43rd International {ACM} {SIGIR} conference on
research and development in Information Retrieval, {SIGIR} 2020, Virtual
Event, China, July 25-30, 2020},
pages = {1251--1260},
publisher = {{ACM}},
year = {2020},
url = {https://doi.org/10.1145/3397271.3401038},
doi = {10.1145/3397271.3401038},
timestamp = {Sun, 02 Oct 2022 16:15:14 +0200},
biburl = {https://dblp.org/rec/conf/sigir/ChaeKCK20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigmod/DasCWGCC20,
author = {Nilaksh Das and
Sanya Chaba and
Renzhi Wu and
Sakshi Gandhi and
Duen Horng Chau and
Xu Chu},
editor = {David Maier and
Rachel Pottinger and
AnHai Doan and
Wang{-}Chiew Tan and
Abdussalam Alawini and
Hung Q. Ngo},
title = {{GOGGLES:} Automatic Image Labeling with Affinity Coding},
booktitle = {Proceedings of the 2020 International Conference on Management of
Data, {SIGMOD} Conference 2020, online conference [Portland, OR, USA],
June 14-19, 2020},
pages = {1717--1732},
publisher = {{ACM}},
year = {2020},
url = {https://doi.org/10.1145/3318464.3380592},
doi = {10.1145/3318464.3380592},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sigmod/DasCWGCC20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/visualization/KahngC20,
author = {Minsuk Kahng and
Duen Horng (Polo) Chau},
title = {How Does Visualization Help People Learn Deep Learning? Evaluating
{GAN} Lab with Observational Study and Log Analysis},
booktitle = {31st {IEEE} Visualization Conference, {IEEE} {VIS} 2020 - Short Papers,
Virtual Event, USA, October 25-30, 2020},
pages = {266--270},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/VIS47514.2020.00060},
doi = {10.1109/VIS47514.2020.00060},
timestamp = {Tue, 09 Feb 2021 15:32:14 +0100},
biburl = {https://dblp.org/rec/conf/visualization/KahngC20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/visualization/DasPWHFRC20,
author = {Nilaksh Das and
Haekyu Park and
Zijie J. Wang and
Fred Hohman and
Robert Firstman and
Emily Rogers and
Duen Horng (Polo) Chau},
title = {Bluff: Interactively Deciphering Adversarial Attacks on Deep Neural
Networks},
booktitle = {31st {IEEE} Visualization Conference, {IEEE} {VIS} 2020 - Short Papers,
Virtual Event, USA, October 25-30, 2020},
pages = {271--275},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/VIS47514.2020.00061},
doi = {10.1109/VIS47514.2020.00061},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/visualization/DasPWHFRC20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/DuggalFXCS20,
author = {Rahul Duggal and
Scott Freitas and
Cao Xiao and
Duen Horng Chau and
Jimeng Sun},
editor = {Yennun Huang and
Irwin King and
Tie{-}Yan Liu and
Maarten van Steen},
title = {{REST:} Robust and Efficient Neural Networks for Sleep Monitoring
in the Wild},
booktitle = {{WWW} '20: The Web Conference 2020, Taipei, Taiwan, April 20-24, 2020},
pages = {1704--1714},
publisher = {{ACM} / {IW3C2}},
year = {2020},
url = {https://doi.org/10.1145/3366423.3380241},
doi = {10.1145/3366423.3380241},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/www/DuggalFXCS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2001-01819,
author = {Austin P. Wright and
Omar Shaikh and
Haekyu Park and
Will Epperson and
Muhammed Ahmed and
Stephane Pinel and
Diyi Yang and
Duen Horng Chau},
title = {{RECAST:} Interactive Auditing of Automatic Toxicity Detection Models},
journal = {CoRR},
volume = {abs/2001.01819},
year = {2020},
url = {http://arxiv.org/abs/2001.01819},
eprinttype = {arXiv},
eprint = {2001.01819},
timestamp = {Fri, 10 Jan 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2001-01819.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2001-02004,
author = {Zijie J. Wang and
Robert Turko and
Omar Shaikh and
Haekyu Park and
Nilaksh Das and
Fred Hohman and
Minsuk Kahng and
Duen Horng Chau},
title = {{CNN} 101: Interactive Visual Learning for Convolutional Neural Networks},
journal = {CoRR},
volume = {abs/2001.02004},
year = {2020},
url = {http://arxiv.org/abs/2001.02004},
eprinttype = {arXiv},
eprint = {2001.02004},
timestamp = {Mon, 13 Jan 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2001-02004.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2001-07769,
author = {Nilaksh Das and
Haekyu Park and
Zijie J. Wang and
Fred Hohman and
Robert Firstman and
Emily Rogers and
Duen Horng Chau},
title = {Massif: Interactive Interpretation of Adversarial Attacks on Deep
Learning},
journal = {CoRR},
volume = {abs/2001.07769},
year = {2020},
url = {https://arxiv.org/abs/2001.07769},
eprinttype = {arXiv},
eprint = {2001.07769},
timestamp = {Fri, 24 Jan 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2001-07769.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2001-11108,
author = {Scott Freitas and
Andrew Wicker and
Duen Horng Chau and
Joshua Neil},
title = {{D2M:} Dynamic Defense and Modeling of Adversarial Movement in Networks},
journal = {CoRR},
volume = {abs/2001.11108},
year = {2020},
url = {https://arxiv.org/abs/2001.11108},
eprinttype = {arXiv},
eprint = {2001.11108},
timestamp = {Mon, 03 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2001-11108.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2001-11363,
author = {Rahul Duggal and
Scott Freitas and
Cao Xiao and
Duen Horng Chau and
Jimeng Sun},
title = {{REST:} Robust and Efficient Neural Networks for Sleep Monitoring
in the Wild},
journal = {CoRR},
volume = {abs/2001.11363},
year = {2020},
url = {https://arxiv.org/abs/2001.11363},
eprinttype = {arXiv},
eprint = {2001.11363},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2001-11363.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2002-09576,
author = {Scott Freitas and
Shang{-}Tse Chen and
Zijie J. Wang and
Duen Horng Chau},
title = {UnMask: Adversarial Detection and Defense Through Robust Feature Alignment},
journal = {CoRR},
volume = {abs/2002.09576},
year = {2020},
url = {https://arxiv.org/abs/2002.09576},
eprinttype = {arXiv},
eprint = {2002.09576},
timestamp = {Mon, 02 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2002-09576.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2004-15004,
author = {Zijie J. Wang and
Robert Turko and
Omar Shaikh and
Haekyu Park and
Nilaksh Das and
Fred Hohman and
Minsuk Kahng and
Duen Horng Chau},
title = {{CNN} Explainer: Learning Convolutional Neural Networks with Interactive
Visualization},
journal = {CoRR},
volume = {abs/2004.15004},
year = {2020},
url = {https://arxiv.org/abs/2004.15004},
eprinttype = {arXiv},
eprint = {2004.15004},
timestamp = {Sun, 03 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2004-15004.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2006-05648,
author = {Scott Freitas and
Duen Horng Chau},
title = {Evaluating Graph Vulnerability and Robustness using {TIGER}},
journal = {CoRR},
volume = {abs/2006.05648},
year = {2020},
url = {https://arxiv.org/abs/2006.05648},
eprinttype = {arXiv},
eprint = {2006.05648},
timestamp = {Sat, 13 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2006-05648.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2006-06105,
author = {Jon Saad{-}Falcon and
Omar Shaikh and
Zijie J. Wang and
Austin P. Wright and
Sasha Richardson and
Duen Horng Chau},
title = {PeopleMap: Visualization Tool for Mapping Out Researchers using Natural
Language Processing},
journal = {CoRR},
volume = {abs/2006.06105},
year = {2020},
url = {https://arxiv.org/abs/2006.06105},
eprinttype = {arXiv},
eprint = {2006.06105},
timestamp = {Sat, 13 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2006-06105.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2006-11979,
author = {Rahul Duggal and
Scott Freitas and
Sunny Dhamnani and
Duen Horng Chau and
Jimeng Sun},
title = {{ELF:} An Early-Exiting Framework for Long-Tailed Classification},
journal = {CoRR},
volume = {abs/2006.11979},
year = {2020},
url = {https://arxiv.org/abs/2006.11979},
eprinttype = {arXiv},
eprint = {2006.11979},
timestamp = {Wed, 30 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2006-11979.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2008-11844,
author = {Siwei Li and
Zhiyan Zhou and
Anish Upadhayay and
Omar Shaikh and
Scott Freitas and
Haekyu Park and
Zijie J. Wang and
Susanta Routray and
Matthew Hull and
Duen Horng Chau},
title = {Argo Lite: Open-Source Interactive Graph Exploration and Visualization
in Browsers},
journal = {CoRR},
volume = {abs/2008.11844},
year = {2020},
url = {https://arxiv.org/abs/2008.11844},
eprinttype = {arXiv},
eprint = {2008.11844},
timestamp = {Tue, 15 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2008-11844.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2009-00091,
author = {Jon Saad{-}Falcon and
Omar Shaikh and
Zijie J. Wang and
Austin P. Wright and
Sasha Richardson and
Duen Horng Chau},
title = {Mapping Researchers with PeopleMap},
journal = {CoRR},
volume = {abs/2009.00091},
year = {2020},
url = {https://arxiv.org/abs/2009.00091},
eprinttype = {arXiv},
eprint = {2009.00091},
timestamp = {Wed, 16 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2009-00091.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2009-02608,
author = {Nilaksh Das and
Haekyu Park and
Zijie J. Wang and
Fred Hohman and
Robert Firstman and
Emily Rogers and
Duen Horng Chau},
title = {Bluff: Interactively Deciphering Adversarial Attacks on Deep Neural
Networks},
journal = {CoRR},
volume = {abs/2009.02608},
year = {2020},
url = {https://arxiv.org/abs/2009.02608},
eprinttype = {arXiv},
eprint = {2009.02608},
timestamp = {Wed, 16 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2009-02608.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2009-06433,
author = {Fabian Sperrle and
Mennatallah El{-}Assady and
Grace Guo and
Duen Horng Chau and
Alex Endert and
Daniel A. Keim},
title = {Should We Trust (X)AI? Design Dimensions for Structured Experimental
Evaluations},
journal = {CoRR},
volume = {abs/2009.06433},
year = {2020},
url = {https://arxiv.org/abs/2009.06433},
eprinttype = {arXiv},
eprint = {2009.06433},
timestamp = {Fri, 18 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2009-06433.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2010-04625,
author = {Omar Shaikh and
Jiaao Chen and
Jon Saad{-}Falcon and
Duen Horng Chau and
Diyi Yang},
title = {Examining the Ordering of Rhetorical Strategies in Persuasive Requests},
journal = {CoRR},
volume = {abs/2010.04625},
year = {2020},
url = {https://arxiv.org/abs/2010.04625},
eprinttype = {arXiv},
eprint = {2010.04625},
timestamp = {Tue, 13 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2010-04625.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2010-11761,
author = {Austin P. Wright and
Zijie J. Wang and
Haekyu Park and
Grace Guo and
Fabian Sperrle and
Mennatallah El{-}Assady and
Alex Endert and
Daniel A. Keim and
Duen Horng Chau},
title = {A Comparative Analysis of Industry Human-AI Interaction Guidelines},
journal = {CoRR},
volume = {abs/2010.11761},
year = {2020},
url = {https://arxiv.org/abs/2010.11761},
eprinttype = {arXiv},
eprint = {2010.11761},
timestamp = {Tue, 27 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2010-11761.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2011-07682,
author = {Scott Freitas and
Yuxiao Dong and
Joshua Neil and
Duen Horng Chau},
title = {A Large-Scale Database for Graph Representation Learning},
journal = {CoRR},
volume = {abs/2011.07682},
year = {2020},
url = {https://arxiv.org/abs/2011.07682},
eprinttype = {arXiv},
eprint = {2011.07682},
timestamp = {Wed, 18 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2011-07682.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2011-09988,
author = {Adam Coscia and
Duen Horng Chau and
Alex Endert},
title = {Toward a Bias-Aware Future for Mixed-Initiative Visual Analytics},
journal = {CoRR},
volume = {abs/2011.09988},
year = {2020},
url = {https://arxiv.org/abs/2011.09988},
eprinttype = {arXiv},
eprint = {2011.09988},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2011-09988.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/dagstuhl-reports/OelkeKCE20,
author = {Daniela Oelke and
Daniel A. Keim and
Polo Chau and
Alex Endert},
title = {Interactive Visualization for Fostering Trust in {AI} (Dagstuhl Seminar
20382)},
journal = {Dagstuhl Reports},
volume = {10},
number = {4},
pages = {37--42},
year = {2020},
url = {https://doi.org/10.4230/DagRep.10.4.37},
doi = {10.4230/DAGREP.10.4.37},
timestamp = {Tue, 23 Mar 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/dagstuhl-reports/OelkeKCE20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/LeeuwenCVSF19,
author = {Matthijs van Leeuwen and
Polo Chau and
Jilles Vreeken and
Dafna Shahaf and
Christos Faloutsos},
title = {Addendum to the Special Issue on Interactive Data Exploration and
Analytics (TKDD, Vol. 12 Iss. 1)},
journal = {{ACM} Trans. Knowl. Discov. Data},
volume = {13},
number = {1},
pages = {13:1--13:2},
year = {2019},
url = {https://doi.org/10.1145/3298786},
doi = {10.1145/3298786},
timestamp = {Thu, 16 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkdd/LeeuwenCVSF19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tvcg/KahngTCVW19,
author = {Minsuk Kahng and
Nikhil Thorat and
Duen Horng (Polo) Chau and
Fernanda B. Vi{\'{e}}gas and
Martin Wattenberg},
title = {{GAN} Lab: Understanding Complex Deep Generative Models using Interactive
Visual Experimentation},
journal = {{IEEE} Trans. Vis. Comput. Graph.},
volume = {25},
number = {1},
pages = {310--320},
year = {2019},
url = {https://doi.org/10.1109/TVCG.2018.2864500},
doi = {10.1109/TVCG.2018.2864500},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tvcg/KahngTCVW19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tvcg/HohmanKPC19,
author = {Fred Hohman and
Minsuk Kahng and
Robert S. Pienta and
Duen Horng Chau},
title = {Visual Analytics in Deep Learning: An Interrogative Survey for the
Next Frontiers},
journal = {{IEEE} Trans. Vis. Comput. Graph.},
volume = {25},
number = {8},
pages = {2674--2693},
year = {2019},
url = {https://doi.org/10.1109/TVCG.2018.2843369},
doi = {10.1109/TVCG.2018.2843369},
timestamp = {Mon, 30 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tvcg/HohmanKPC19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acmidc/KimMLALC19,
author = {Joonyoung Kim and
Kristina Marotta and
Jonathan Leo and
Sudeep Agarwal and
Siwei Li and
Duen Horng Chau},
title = {Mixed Reality for Learning Programming},
booktitle = {Proceedings of the 18th {ACM} International Conference on Interaction
Design and Children, {IDC} 2019, Boise, ID, USA, June 12-15, 2019},
pages = {574--579},
publisher = {{ACM}},
year = {2019},
url = {https://doi.org/10.1145/3311927.3325335},
doi = {10.1145/3311927.3325335},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acmidc/KimMLALC19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ieeevast/CabreraEHKMC19,
author = {{\'{A}}ngel Alexander Cabrera and
Will Epperson and
Fred Hohman and
Minsuk Kahng and
Jamie Morgenstern and
Duen Horng Chau},
editor = {Remco Chang and
Daniel A. Keim and
Ross Maciejewski},
title = {{FAIRVIS:} Visual Analytics for Discovering Intersectional Bias in
Machine Learning},
booktitle = {14th {IEEE} Conference on Visual Analytics Science and Technology,
{IEEE} {VAST} 2019, Vancouver, BC, Canada, October 20-25, 2019},
pages = {46--56},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/VAST47406.2019.8986948},
doi = {10.1109/VAST47406.2019.8986948},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ieeevast/CabreraEHKMC19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iui/AbelloHBC19,
author = {James Abello and
Fred Hohman and
Varun Bezzam and
Duen Horng Chau},
editor = {Wai{-}Tat Fu and
Shimei Pan and
Oliver Brdiczka and
Polo Chau and
Gaelle Calvary},
title = {Atlas: local graph exploration in a global context},
booktitle = {Proceedings of the 24th International Conference on Intelligent User
Interfaces, {IUI} 2019, Marina del Ray, CA, USA, March 17-20, 2019},
pages = {165--176},
publisher = {{ACM}},
year = {2019},
url = {https://doi.org/10.1145/3301275.3302275},
doi = {10.1145/3301275.3302275},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iui/AbelloHBC19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/visualization/LeiHCM19,
author = {Xiangyun Lei and
Fred Hohman and
Duen Horng (Polo) Chau and
Andrew J. Medford},
title = {ElectroLens: Understanding Atomistic Simulations through Spatially-Resolved
Visualization of High-Dimensional Features},
booktitle = {30th {IEEE} Visualization Conference, {IEEE} {VIS} 2019 - Short Papers,
Vancouver, BC, Canada, October 20-25, 2019},
pages = {196--200},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/VISUAL.2019.8933647},
doi = {10.1109/VISUAL.2019.8933647},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/visualization/LeiHCM19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/iui/2019,
editor = {Wai{-}Tat Fu and
Shimei Pan and
Oliver Brdiczka and
Polo Chau and
Gaelle Calvary},
title = {Proceedings of the 24th International Conference on Intelligent User
Interfaces, {IUI} 2019, Marina del Ray, CA, USA, March 17-20, 2019},
publisher = {{ACM}},
year = {2019},
url = {https://doi.org/10.1145/3301275},
doi = {10.1145/3301275},
isbn = {978-1-4503-6272-6},
timestamp = {Wed, 20 Feb 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iui/2019.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1903-04552,
author = {Nilaksh Das and
Sanya Chaba and
Sakshi Gandhi and
Duen Horng Chau and
Xu Chu},
title = {{GOGGLES:} Automatic Training Data Generation with Affinity Coding},
journal = {CoRR},
volume = {abs/1903.04552},
year = {2019},
url = {http://arxiv.org/abs/1903.04552},
eprinttype = {arXiv},
eprint = {1903.04552},
timestamp = {Sun, 31 Mar 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1903-04552.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1904-02323,
author = {Fred Hohman and
Haekyu Park and
Caleb Robinson and
Duen Horng Chau},
title = {Summit: Scaling Deep Learning Interpretability by Visualizing Activation
and Attribution Summarizations},
journal = {CoRR},
volume = {abs/1904.02323},
year = {2019},
url = {http://arxiv.org/abs/1904.02323},
eprinttype = {arXiv},
eprint = {1904.02323},
timestamp = {Wed, 24 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1904-02323.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1904-05419,
author = {{\'{A}}ngel Alexander Cabrera and
Will Epperson and
Fred Hohman and
Minsuk Kahng and
Jamie Morgenstern and
Duen Horng Chau},
title = {FairVis: Visual Analytics for Discovering Intersectional Bias in Machine
Learning},
journal = {CoRR},
volume = {abs/1904.05419},
year = {2019},
url = {http://arxiv.org/abs/1904.05419},
eprinttype = {arXiv},
eprint = {1904.05419},
timestamp = {Thu, 25 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1904-05419.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1904-12622,
author = {Cory Cornelius and
Shang{-}Tse Chen and
Jason Martin and
Duen Horng Chau},
title = {Talk Proposal: Towards the Realistic Evaluation of Evasion Attacks
using {CARLA}},
journal = {CoRR},
volume = {abs/1904.12622},
year = {2019},
url = {http://arxiv.org/abs/1904.12622},
eprinttype = {arXiv},
eprint = {1904.12622},
timestamp = {Thu, 02 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1904-12622.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1906-00332,
author = {Haekyu Park and
Fred Hohman and
Duen Horng Chau},
title = {NeuralDivergence: Exploring and Understanding Neural Networks by Comparing
Activation Distributions},
journal = {CoRR},
volume = {abs/1906.00332},
year = {2019},
url = {http://arxiv.org/abs/1906.00332},
eprinttype = {arXiv},
eprint = {1906.00332},
timestamp = {Thu, 13 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1906-00332.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1908-08381,
author = {Xiangyun Lei and
Fred Hohman and
Duen Horng Chau and
Andrew J. Medford},
title = {ElectroLens: Understanding Atomistic Simulations Through Spatially-resolved
Visualization of High-dimensional Features},
journal = {CoRR},
volume = {abs/1908.08381},
year = {2019},
url = {http://arxiv.org/abs/1908.08381},
eprinttype = {arXiv},
eprint = {1908.08381},
timestamp = {Mon, 26 Aug 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1908-08381.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tiis/PolackCKBBSC18,
author = {Peter J. Polack Jr. and
Shang{-}Tse Chen and
Minsuk Kahng and
Kaya de Barbaro and
Rahul C. Basole and
Moushumi Sharmin and
Duen Horng Chau},
title = {Chronodes: Interactive Multifocus Exploration of Event Sequences},
journal = {{ACM} Trans. Interact. Intell. Syst.},
volume = {8},
number = {1},
pages = {2:1--2:21},
year = {2018},
url = {https://doi.org/10.1145/3152888},
doi = {10.1145/3152888},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tiis/PolackCKBBSC18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tvcg/KahngAKC18,
author = {Minsuk Kahng and
Pierre Y. Andrews and
Aditya Kalro and
Duen Horng (Polo) Chau},
title = {ActiVis: Visual Exploration of Industry-Scale Deep Neural Network
Models},
journal = {{IEEE} Trans. Vis. Comput. Graph.},
volume = {24},
number = {1},
pages = {88--97},
year = {2018},
url = {https://doi.org/10.1109/TVCG.2017.2744718},
doi = {10.1109/TVCG.2017.2744718},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tvcg/KahngAKC18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tvcg/PientaHETRGNC18,
author = {Robert S. Pienta and
Fred Hohman and
Alex Endert and
Acar Tamersoy and
Kevin A. Roundy and
Christopher S. Gates and
Shamkant B. Navathe and
Duen Horng Chau},
title = {{VIGOR:} Interactive Visual Exploration of Graph Query Results},
journal = {{IEEE} Trans. Vis. Comput. Graph.},
volume = {24},
number = {1},
pages = {215--225},
year = {2018},
url = {https://doi.org/10.1109/TVCG.2017.2744898},
doi = {10.1109/TVCG.2017.2744898},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tvcg/PientaHETRGNC18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bigdata2/SupremCP18,
author = {Abhijit Suprem and
Duen Horng Chau and
Calton Pu},
editor = {Francis Y. L. Chin and
C. L. Philip Chen and
Latifur Khan and
Kisung Lee and
Liang{-}Jie Zhang},
title = {Approximate Query Matching for Graph-Based Holistic Image Retrieval},
booktitle = {Big Data - BigData 2018 - 7th International Congress, Held as Part
of the Services Conference Federation, {SCF} 2018, Seattle, WA, USA,
June 25-30, 2018, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {10968},
pages = {72--84},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-319-94301-5\_6},
doi = {10.1007/978-3-319-94301-5\_6},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/bigdata2/SupremCP18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bigdataconf/FreitasCXCT18,
author = {Scott Freitas and
Nan Cao and
Yinglong Xia and
Duen Horng (Polo) Chau and
Hanghang Tong},
editor = {Naoki Abe and
Huan Liu and
Calton Pu and
Xiaohua Hu and
Nesreen K. Ahmed and
Mu Qiao and
Yang Song and
Donald Kossmann and
Bing Liu and
Kisung Lee and
Jiliang Tang and
Jingrui He and
Jeffrey S. Saltz},
title = {Local Partition in Rich Graphs},
booktitle = {{IEEE} International Conference on Big Data {(IEEE} BigData 2018),
Seattle, WA, USA, December 10-13, 2018},
pages = {1001--1008},
publisher = {{IEEE}},
year = {2018},
url = {https://doi.org/10.1109/BigData.2018.8622227},
doi = {10.1109/BIGDATA.2018.8622227},
timestamp = {Sat, 16 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/bigdataconf/FreitasCXCT18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bigdataconf/TripathyHCG18,
author = {Alok Tripathy and
Fred Hohman and
Duen Horng Chau and
Oded Green},
editor = {Naoki Abe and
Huan Liu and
Calton Pu and
Xiaohua Hu and
Nesreen K. Ahmed and
Mu Qiao and
Yang Song and
Donald Kossmann and
Bing Liu and
Kisung Lee and
Jiliang Tang and
Jingrui He and
Jeffrey S. Saltz},
title = {Scalable K-Core Decomposition for Static Graphs Using a Dynamic Graph
Data Structure},
booktitle = {{IEEE} International Conference on Big Data {(IEEE} BigData 2018),
Seattle, WA, USA, December 10-13, 2018},
pages = {1134--1141},
publisher = {{IEEE}},
year = {2018},
url = {https://doi.org/10.1109/BigData.2018.8622056},
doi = {10.1109/BIGDATA.2018.8622056},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/bigdataconf/TripathyHCG18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cchi/DassKFAC18,
author = {Nathan Dass and
Joonyoung Kim and
Sam Ford and
Sudeep Agarwal and
Duen Horng (Polo) Chau},
title = {Augmenting Coding: Augmented Reality for Learning Programming},
booktitle = {Proceedings of the Sixth International Symposium of Chinese CHI, ChineseCHI
2018, Montreal, QC, Canada, April 21-22, 2018},
pages = {156--159},
publisher = {{ACM}},
year = {2018},
url = {https://doi.org/10.1145/3202667.3202695},
doi = {10.1145/3202667.3202695},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cchi/DassKFAC18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ht/RahmanHCC18,
author = {Mizanur Rahman and
Nestor Hernandez and
Bogdan Carbunar and
Duen Horng Chau},
editor = {Dongwon Lee and
Nishanth Sastry and
Ingmar Weber},
title = {Search Rank Fraud De-Anonymization in Online Systems},
booktitle = {Proceedings of the 29th on Hypertext and Social Media, {HT} 2018,
Baltimore, MD, USA, July 09-12, 2018},
pages = {174--182},
publisher = {{ACM}},
year = {2018},
url = {https://doi.org/10.1145/3209542.3209555},
doi = {10.1145/3209542.3209555},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ht/RahmanHCC18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/DasSCHLCKC18,
author = {Nilaksh Das and
Madhuri Shanbhogue and
Shang{-}Tse Chen and
Fred Hohman and
Siwei Li and
Li Chen and
Michael E. Kounavis and
Duen Horng Chau},
editor = {Yike Guo and
Faisal Farooq},
title = {{SHIELD:} Fast, Practical Defense and Vaccination for Deep Learning
using {JPEG} Compression},
booktitle = {Proceedings of the 24th {ACM} {SIGKDD} International Conference on
Knowledge Discovery {\&} Data Mining, {KDD} 2018, London, UK,
August 19-23, 2018},
pages = {196--204},
publisher = {{ACM}},
year = {2018},
url = {https://doi.org/10.1145/3219819.3219910},
doi = {10.1145/3219819.3219910},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/DasSCHLCKC18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/ChenCMC18,
author = {Shang{-}Tse Chen and
Cory Cornelius and
Jason Martin and
Duen Horng (Polo) Chau},
editor = {Michele Berlingerio and
Francesco Bonchi and
Thomas G{\"{a}}rtner and
Neil Hurley and
Georgiana Ifrim},
title = {ShapeShifter: Robust Physical Adversarial Attack on Faster {R-CNN}
Object Detector},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2018, Dublin, Ireland, September 10-14, 2018, Proceedings,
Part {I}},
series = {Lecture Notes in Computer Science},
volume = {11051},
pages = {52--68},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-030-10925-7\_4},
doi = {10.1007/978-3-030-10925-7\_4},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/ChenCMC18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/DasSCCKC18,
author = {Nilaksh Das and
Madhuri Shanbhogue and
Shang{-}Tse Chen and
Li Chen and
Michael E. Kounavis and
Duen Horng Chau},
editor = {Ulf Brefeld and
Edward Curry and
Elizabeth Daly and
Brian MacNamee and
Alice Marascu and
Fabio Pinelli and
Michele Berlingerio and
Neil Hurley},
title = {{ADAGIO:} Interactive Experimentation with Adversarial Attack and
Defense for Audio},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2018, Dublin, Ireland, September 10-14, 2018, Proceedings,
Part {III}},
series = {Lecture Notes in Computer Science},
volume = {11053},
pages = {677--681},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-030-10997-4\_50},
doi = {10.1007/978-3-030-10997-4\_50},
timestamp = {Fri, 09 Apr 2021 18:44:22 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/DasSCCKC18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/xsede/ChengLJXC18,
author = {Yanzhe Cheng and
Fang (Cherry) Liu and
Shan Jing and
Weijia Xu and
Duen Horng Chau},
editor = {Sergiu Sanielevici},
title = {Building Big Data Processing and Visualization Pipeline through Apache
Zeppelin},
booktitle = {Proceedings of the Practice and Experience on Advanced Research Computing,
{PEARC} 2018, Pittsburgh, PA, USA, July 22-26, 2018},
pages = {57:1--57:7},
publisher = {{ACM}},
year = {2018},
url = {https://doi.org/10.1145/3219104.3229288},
doi = {10.1145/3219104.3229288},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/xsede/ChengLJXC18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:reference/snam/ChauF18,
author = {Duen Horng Chau and
Christos Faloutsos},
editor = {Reda Alhajj and
Jon G. Rokne},
title = {Fraud Detection Using Social Network Analysis: {A} Case Study},
booktitle = {Encyclopedia of Social Network Analysis and Mining, 2nd Edition},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-1-4939-7131-2\_284},
doi = {10.1007/978-1-4939-7131-2\_284},
timestamp = {Wed, 04 May 2022 13:01:02 +0200},
biburl = {https://dblp.org/rec/reference/snam/ChauF18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1801-06889,
author = {Fred Hohman and
Minsuk Kahng and
Robert S. Pienta and
Duen Horng Chau},
title = {Visual Analytics in Deep Learning: An Interrogative Survey for the
Next Frontiers},
journal = {CoRR},
volume = {abs/1801.06889},
year = {2018},
url = {http://arxiv.org/abs/1801.06889},
eprinttype = {arXiv},
eprint = {1801.06889},
timestamp = {Mon, 30 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1801-06889.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1802-06816,
author = {Nilaksh Das and
Madhuri Shanbhogue and
Shang{-}Tse Chen and
Fred Hohman and
Siwei Li and
Li Chen and
Michael E. Kounavis and
Duen Horng Chau},
title = {Shield: Fast, Practical Defense and Vaccination for Deep Learning
using {JPEG} Compression},
journal = {CoRR},
volume = {abs/1802.06816},
year = {2018},
url = {http://arxiv.org/abs/1802.06816},
eprinttype = {arXiv},
eprint = {1802.06816},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1802-06816.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1803-05401,
author = {Abhijit Suprem and
Polo Chau},
title = {Approximate Query Matching for Image Retrieval},
journal = {CoRR},
volume = {abs/1803.05401},
year = {2018},
url = {http://arxiv.org/abs/1803.05401},
eprinttype = {arXiv},
eprint = {1803.05401},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1803-05401.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1804-05810,
author = {Shang{-}Tse Chen and
Cory Cornelius and
Jason Martin and
Duen Horng Chau},
title = {Robust Physical Adversarial Attack on Faster {R-CNN} Object Detector},
journal = {CoRR},
volume = {abs/1804.05810},
year = {2018},
url = {http://arxiv.org/abs/1804.05810},
eprinttype = {arXiv},
eprint = {1804.05810},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1804-05810.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1805-11852,
author = {Nilaksh Das and
Madhuri Shanbhogue and
Shang{-}Tse Chen and
Li Chen and
Michael E. Kounavis and
Duen Horng Chau},
title = {{ADAGIO:} Interactive Experimentation with Adversarial Attack and
Defense for Audio},
journal = {CoRR},
volume = {abs/1805.11852},
year = {2018},
url = {http://arxiv.org/abs/1805.11852},
eprinttype = {arXiv},
eprint = {1805.11852},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1805-11852.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1806-05660,
author = {{\'{A}}ngel Alexander Cabrera and
Fred Hohman and
Jason Lin and
Duen Horng Chau},
title = {Interactive Classification for Deep Learning Interpretation},
journal = {CoRR},
volume = {abs/1806.05660},
year = {2018},
url = {http://arxiv.org/abs/1806.05660},
eprinttype = {arXiv},
eprint = {1806.05660},
timestamp = {Thu, 25 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1806-05660.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1806-08910,
author = {Mizanur Rahman and
Nestor Hernandez and
Bogdan Carbunar and
Duen Horng Chau},
title = {Search Rank Fraud De-Anonymization in Online Systems},
journal = {CoRR},
volume = {abs/1806.08910},
year = {2018},
url = {http://arxiv.org/abs/1806.08910},
eprinttype = {arXiv},
eprint = {1806.08910},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1806-08910.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1808-04414,
author = {James Abello and
Fred Hohman and
Varun Bezzam and
Duen Horng Chau},
title = {Large Graph Exploration via Subgraph Discovery and Decomposition},
journal = {CoRR},
volume = {abs/1808.04414},
year = {2018},
url = {http://arxiv.org/abs/1808.04414},
eprinttype = {arXiv},
eprint = {1808.04414},
timestamp = {Sun, 02 Sep 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1808-04414.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1809-01587,
author = {Minsuk Kahng and
Nikhil Thorat and
Duen Horng Chau and
Fernanda B. Vi{\'{e}}gas and
Martin Wattenberg},
title = {{GAN} Lab: Understanding Complex Deep Generative Models using Interactive
Visual Experimentation},
journal = {CoRR},
volume = {abs/1809.01587},
year = {2018},
url = {http://arxiv.org/abs/1809.01587},
eprinttype = {arXiv},
eprint = {1809.01587},
timestamp = {Fri, 05 Oct 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1809-01587.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pervasive/KumarAAaCEEGHHI17,
author = {Santosh Kumar and
Gregory D. Abowd and
William T. Abraham and
Mustafa al'Absi and
Duen Horng Chau and
Emre Ertin and
Deborah Estrin and
Deepak Ganesan and
Timothy Hnat and
Syed Monowar Hossain and
Zachary G. Ives and
Jacqueline Kerr and
Benjamin M. Marlin and
Susan A. Murphy and
James M. Rehg and
Inbal Nahum{-}Shani and
Vivek Shetty and
Ida Sim and
Bonnie Spring and
Mani B. Srivastava and
David W. Wetter},
title = {Center of Excellence for Mobile Sensor Data-to-Knowledge {(MD2K)}},
journal = {{IEEE} Pervasive Comput.},
volume = {16},
number = {2},
pages = {18--22},
year = {2017},
url = {https://doi.org/10.1109/MPRV.2017.29},
doi = {10.1109/MPRV.2017.29},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/pervasive/KumarAAaCEEGHHI17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/RahmanRCC17,
author = {Mahmudur Rahman and
Mizanur Rahman and
Bogdan Carbunar and
Duen Horng Chau},
title = {Search Rank Fraud and Malware Detection in Google Play},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {29},
number = {6},
pages = {1329--1342},
year = {2017},
url = {https://doi.org/10.1109/TKDE.2017.2667658},
doi = {10.1109/TKDE.2017.2667658},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkde/RahmanRCC17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acsac/ChenHCGHR17,
author = {Shang{-}Tse Chen and
Yufei Han and
Duen Horng Chau and
Christopher S. Gates and
Michael Hart and
Kevin A. Roundy},
title = {Predicting Cyber Threats with Virtual Security Products},
booktitle = {Proceedings of the 33rd Annual Computer Security Applications Conference,
Orlando, FL, USA, December 4-8, 2017},
pages = {189--199},
publisher = {{ACM}},
year = {2017},
url = {https://doi.org/10.1145/3134600.3134617},
doi = {10.1145/3134600.3134617},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acsac/ChenHCGHR17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/chi/HohmanHC17,
author = {Fred Hohman and
Nathan O. Hodas and
Duen Horng Chau},
editor = {Gloria Mark and
Susan R. Fussell and
Cliff Lampe and
m. c. schraefel and
Juan Pablo Hourcade and
Caroline Appert and
Daniel Wigdor},
title = {ShapeShop: Towards Understanding Deep Learning Representations via
Interactive Experimentation},
booktitle = {Proceedings of the 2017 {CHI} Conference on Human Factors in Computing
Systems, Denver, CO, USA, May 06-11, 2017, Extended Abstracts},
pages = {1694--1699},
publisher = {{ACM}},
year = {2017},
url = {https://doi.org/10.1145/3027063.3053103},
doi = {10.1145/3027063.3053103},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/chi/HohmanHC17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ehealth/TamersoyCC17,
author = {Acar Tamersoy and
Duen Horng Chau and
Munmun De Choudhury},
editor = {Patty Kostkova and
Floriana Grasso and
Carlos Castillo and
Yelena Mejova and
Arnold Bosman},
title = {Analysis of Smoking and Drinking Relapse in an Online Community},
booktitle = {Proceedings of the 2017 International Conference on Digital Health,
London, United Kingdom, July 2-5, 2017},
pages = {33--42},
publisher = {{ACM}},
year = {2017},
url = {https://doi.org/10.1145/3079452.3079463},
doi = {10.1145/3079452.3079463},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ehealth/TamersoyCC17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/huc/FangHPSKSaC17,
author = {Dezhi Fang and
Fred Hohman and
Peter J. Polack Jr. and
Hillol Sarker and
Minsuk Kahng and
Moushumi Sharmin and
Mustafa al'Absi and
Duen Horng Chau},
editor = {Seungyon Claire Lee and
Leila Takayama and
Khai N. Truong},
title = {mHealth visual discovery dashboard},
booktitle = {Adjunct Proceedings of the 2017 {ACM} International Joint Conference
on Pervasive and Ubiquitous Computing and Proceedings of the 2017
{ACM} International Symposium on Wearable Computers, UbiComp/ISWC
2017, Maui, HI, USA, September 11-15, 2017},
pages = {237--240},
publisher = {{ACM}},
year = {2017},
url = {https://doi.org/10.1145/3123024.3123170},
doi = {10.1145/3123024.3123170},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/huc/FangHPSKSaC17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ipps/JainTFDPLGC17,
author = {Paras Jain and
Chirag Tailor and
Sam Ford and
Liexiao Ding and
Michael Phillips and
Fang (Cherry) Liu and
Nagi Gebraeel and
Duen Horng Chau},
title = {Scalable Architecture for Anomaly Detection and Visualization in Power
Generating Assets},
booktitle = {2017 {IEEE} International Parallel and Distributed Processing Symposium
Workshops, {IPDPS} Workshops 2017, Orlando / Buena Vista, FL, USA,
May 29 - June 2, 2017},
pages = {1078--1082},
publisher = {{IEEE} Computer Society},
year = {2017},
url = {https://doi.org/10.1109/IPDPSW.2017.77},
doi = {10.1109/IPDPSW.2017.77},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ipps/JainTFDPLGC17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/PientaKLVTAPC17,
author = {Robert S. Pienta and
Minsuk Kahng and
Zhiyuan Lin and
Jilles Vreeken and
Partha P. Talukdar and
James Abello and
Ganesh Parameswaran and
Duen Horng Chau},
editor = {Nitesh V. Chawla and
Wei Wang},
title = {{FACETS:} Adaptive Local Exploration of Large Graphs},
booktitle = {Proceedings of the 2017 {SIAM} International Conference on Data Mining,
Houston, Texas, USA, April 27-29, 2017},
pages = {597--605},
publisher = {{SIAM}},
year = {2017},
url = {https://doi.org/10.1137/1.9781611974973.67},
doi = {10.1137/1.9781611974973.67},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/PientaKLVTAPC17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigmod/PientaHTENTC17,
author = {Robert S. Pienta and
Fred Hohman and
Acar Tamersoy and
Alex Endert and
Shamkant B. Navathe and
Hanghang Tong and
Duen Horng Chau},
editor = {Semih Salihoglu and
Wenchao Zhou and
Rada Chirkova and
Jun Yang and
Dan Suciu},
title = {Visual Graph Query Construction and Refinement},
booktitle = {Proceedings of the 2017 {ACM} International Conference on Management
of Data, {SIGMOD} Conference 2017, Chicago, IL, USA, May 14-19, 2017},
pages = {1587--1590},
publisher = {{ACM}},
year = {2017},
url = {https://doi.org/10.1145/3035918.3056418},
doi = {10.1145/3035918.3056418},
timestamp = {Mon, 30 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sigmod/PientaHTENTC17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/FangKWKPC17,
author = {Dezhi Fang and
Matthew Keezer and
Jacob Williams and
Kshitij Kulkarni and
Robert S. Pienta and
Duen Horng Chau},
editor = {Rick Barrett and
Rick Cummings and
Eugene Agichtein and
Evgeniy Gabrilovich},
title = {Carina: Interactive Million-Node Graph Visualization using Web Browser
Technologies},
booktitle = {Proceedings of the 26th International Conference on World Wide Web
Companion, Perth, Australia, April 3-7, 2017},
pages = {775--776},
publisher = {{ACM}},
year = {2017},
url = {https://doi.org/10.1145/3041021.3054234},
doi = {10.1145/3041021.3054234},
timestamp = {Mon, 30 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/www/FangKWKPC17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:books/sp/17/PolackSBKCC17,
author = {Peter J. Polack Jr. and
Moushumi Sharmin and
Kaya de Barbaro and
Minsuk Kahng and
Shang{-}Tse Chen and
Duen Horng Chau},
editor = {James M. Rehg and
Susan A. Murphy and
Santosh Kumar},
title = {Exploratory Visual Analytics of Mobile Health Data: Sensemaking Challenges
and Opportunities},
booktitle = {Mobile Health - Sensors, Analytic Methods, and Applications},
pages = {349--360},
publisher = {Springer},
year = {2017},
url = {https://doi.org/10.1007/978-3-319-51394-2\_18},
doi = {10.1007/978-3-319-51394-2\_18},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/books/sp/17/PolackSBKCC17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/JainTFDPLGC17,
author = {Paras Jain and
Chirag Tailor and
Sam Ford and
Liexiao Ding and
Michael Phillips and
Fang (Cherry) Liu and
Nagi Gebraeel and
Duen Horng Chau},
title = {Scalable Architecture for Anomaly Detection and Visualization in Power
Generating Assets},
journal = {CoRR},
volume = {abs/1701.07500},
year = {2017},
url = {http://arxiv.org/abs/1701.07500},
eprinttype = {arXiv},
eprint = {1701.07500},
timestamp = {Fri, 22 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/JainTFDPLGC17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/FangKWKPC17,
author = {Dezhi Fang and
Matthew Keezer and
Jacob Williams and
Kshitij Kulkarni and
Robert S. Pienta and
Duen Horng Chau},
title = {Carina: Interactive Million-Node Graph Visualization using Web Browser
Technologies},
journal = {CoRR},
volume = {abs/1702.07099},
year = {2017},
url = {http://arxiv.org/abs/1702.07099},
eprinttype = {arXiv},
eprint = {1702.07099},
timestamp = {Mon, 30 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/FangKWKPC17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/RahmanRCC17,
author = {Mahmudur Rahman and
Mizanur Rahman and
Bogdan Carbunar and
Duen Horng Chau},
title = {FairPlay: Fraud and Malware Detection in Google Play},
journal = {CoRR},
volume = {abs/1703.02002},
year = {2017},
url = {http://arxiv.org/abs/1703.02002},
eprinttype = {arXiv},
eprint = {1703.02002},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/RahmanRCC17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/KahngAKC17,
author = {Minsuk Kahng and
Pierre Y. Andrews and
Aditya Kalro and
Duen Horng Chau},
title = {ActiVis: Visual Exploration of Industry-Scale Deep Neural Network
Models},
journal = {CoRR},
volume = {abs/1704.01942},
year = {2017},
url = {http://arxiv.org/abs/1704.01942},
eprinttype = {arXiv},
eprint = {1704.01942},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/KahngAKC17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/DasSCHCKC17,
author = {Nilaksh Das and
Madhuri Shanbhogue and
Shang{-}Tse Chen and
Fred Hohman and
Li Chen and
Michael E. Kounavis and
Duen Horng Chau},
title = {Keeping the Bad Guys Out: Protecting and Vaccinating Deep Learning
with {JPEG} Compression},
journal = {CoRR},
volume = {abs/1705.02900},
year = {2017},
url = {http://arxiv.org/abs/1705.02900},
eprinttype = {arXiv},
eprint = {1705.02900},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/DasSCHCKC17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jbi/MalhotraNCHS16,
author = {Kunal Malhotra and
Shamkant B. Navathe and
Duen Horng Chau and
Costas Hadjipanayis and
Jimeng Sun},
title = {Constraint based temporal event sequence mining for Glioblastoma survival
prediction},
journal = {J. Biomed. Informatics},
volume = {61},
pages = {267--275},
year = {2016},
url = {https://doi.org/10.1016/j.jbi.2016.03.020},
doi = {10.1016/J.JBI.2016.03.020},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jbi/MalhotraNCHS16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pvldb/KahngNSC16,
author = {Minsuk Kahng and
Shamkant B. Navathe and
John T. Stasko and
Duen Horng (Polo) Chau},
title = {Interactive Browsing and Navigation in Relational Databases},
journal = {Proc. {VLDB} Endow.},
volume = {9},
number = {12},
pages = {1017--1028},
year = {2016},
url = {http://www.vldb.org/pvldb/vol9/p1017-kahng.pdf},
doi = {10.14778/2994509.2994520},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pvldb/KahngNSC16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/ChenTPTEFC16,
author = {Chen Chen and
Hanghang Tong and
B. Aditya Prakash and
Charalampos E. Tsourakakis and
Tina Eliassi{-}Rad and
Christos Faloutsos and
Duen Horng Chau},
title = {Node Immunization on Large Graphs: Theory and Algorithms},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {28},
number = {1},
pages = {113--126},
year = {2016},
url = {https://doi.org/10.1109/TKDE.2015.2465378},
doi = {10.1109/TKDE.2015.2465378},
timestamp = {Mon, 01 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkde/ChenTPTEFC16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/PanBCCK16,
author = {Shimei Pan and
Oliver Brdiczka and
Giuseppe Carenini and
Duen Horng Chau and
Per Ola Kristensson},
editor = {Dale Schuurmans and
Michael P. Wellman},
title = {What's Hot in Intelligent User Interfaces},
booktitle = {Proceedings of the Thirtieth {AAAI} Conference on Artificial Intelligence,
February 12-17, 2016, Phoenix, Arizona, {USA}},
pages = {4333--4334},
publisher = {{AAAI} Press},
year = {2016},
url = {https://doi.org/10.1609/aaai.v30i1.9868},
doi = {10.1609/AAAI.V30I1.9868},
timestamp = {Mon, 04 Sep 2023 15:08:28 +0200},
biburl = {https://dblp.org/rec/conf/aaai/PanBCCK16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/ChenBC16,
author = {Shang{-}Tse Chen and
Maria{-}Florina Balcan and
Duen Horng Chau},
editor = {Arthur Gretton and
Christian C. Robert},
title = {Communication Efficient Distributed Agnostic Boosting},
booktitle = {Proceedings of the 19th International Conference on Artificial Intelligence
and Statistics, {AISTATS} 2016, Cadiz, Spain, May 9-11, 2016},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {51},
pages = {1299--1307},
publisher = {JMLR.org},
year = {2016},
url = {http://proceedings.mlr.press/v51/chen16e.html},
timestamp = {Wed, 29 May 2019 08:41:44 +0200},
biburl = {https://dblp.org/rec/conf/aistats/ChenBC16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/avi/PientaTENTC16,
author = {Robert S. Pienta and
Acar Tamersoy and
Alex Endert and
Shamkant B. Navathe and
Hanghang Tong and
Duen Horng Chau},
editor = {Paolo Buono and
Rosa Lanzilotti and
Maristella Matera and
Maria Francesca Costabile},
title = {{VISAGE:} Interactive Visual Graph Querying},
booktitle = {Proceedings of the International Working Conference on Advanced Visual
Interfaces, {AVI} 2016, Bari, Italy, June 7-10, 2016},
pages = {272--279},
publisher = {{ACM}},
year = {2016},
url = {https://doi.org/10.1145/2909132.2909246},
doi = {10.1145/2909132.2909246},
timestamp = {Mon, 30 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/avi/PientaTENTC16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bigdataconf/LiuSCBB16,
author = {Fang (Cherry) Liu and
Fu Shen and
Duen Horng Chau and
Neil Bright and
Mehmet Belgin},
editor = {James Joshi and
George Karypis and
Ling Liu and
Xiaohua Hu and
Ronay Ak and
Yinglong Xia and
Weijia Xu and
Aki{-}Hiro Sato and
Sudarsan Rachuri and
Lyle H. Ungar and
Philip S. Yu and
Rama Govindaraju and
Toyotaro Suzumura},
title = {Building a research data science platform from industrial machines},
booktitle = {2016 {IEEE} International Conference on Big Data {(IEEE} BigData 2016),
Washington DC, USA, December 5-8, 2016},
pages = {2270--2275},
publisher = {{IEEE} Computer Society},
year = {2016},
url = {https://doi.org/10.1109/BigData.2016.7840859},
doi = {10.1109/BIGDATA.2016.7840859},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/bigdataconf/LiuSCBB16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iui/PientaXGCK16,
author = {Robert S. Pienta and
Leilei Xiong and
Santiago Grijalva and
Duen Horng (Polo) Chau and
Minsuk Kahng},
editor = {Jeffrey Nichols and
Jalal Mahmud and
John O'Donovan and
Cristina Conati and
Massimo Zancanaro},
title = {{STEPS:} {A} Spatio-temporal Electric Power Systems Visualization},
booktitle = {Companion Publication of the 21st International Conference on Intelligent
User Interfaces, {IUI} 2016, Sonoma, CA, USA, March 7-10, 2016},
pages = {32--35},
publisher = {{ACM}},
year = {2016},
url = {https://doi.org/10.1145/2876456.2879480},
doi = {10.1145/2876456.2879480},
timestamp = {Sun, 26 Nov 2023 00:57:51 +0100},
biburl = {https://dblp.org/rec/conf/iui/PientaXGCK16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/MadaioCHZCHCD16,
author = {Michael A. Madaio and
Shang{-}Tse Chen and
Oliver L. Haimson and
Wenwen Zhang and
Xiang Cheng and
Matthew Hinds{-}Aldrich and
Duen Horng Chau and
Bistra Dilkina},
editor = {Balaji Krishnapuram and
Mohak Shah and
Alexander J. Smola and
Charu C. Aggarwal and
Dou Shen and
Rajeev Rastogi},
title = {Firebird: Predicting Fire Risk and Prioritizing Fire Inspections in
Atlanta},
booktitle = {Proceedings of the 22nd {ACM} {SIGKDD} International Conference on
Knowledge Discovery and Data Mining, San Francisco, CA, USA, August
13-17, 2016},
pages = {185--194},
publisher = {{ACM}},
year = {2016},
url = {https://doi.org/10.1145/2939672.2939682},
doi = {10.1145/2939672.2939682},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/MadaioCHZCHCD16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/GualdronCRCKK16,
author = {Hugo Gualdron and
Robson L. F. Cordeiro and
Jos{\'{e}} Fernando Rodrigues Jr. and
Duen Horng (Polo) Chau and
Minsuk Kahng and
U Kang},
editor = {Paolo Frasconi and
Niels Landwehr and
Giuseppe Manco and
Jilles Vreeken},
title = {M-Flash: Fast Billion-Scale Graph Computation Using a Bimodal Block
Processing Model},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2016, Riva del Garda, Italy, September 19-23, 2016,
Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {9852},
pages = {623--640},
publisher = {Springer},
year = {2016},
url = {https://doi.org/10.1007/978-3-319-46227-1\_39},
doi = {10.1007/978-3-319-46227-1\_39},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/GualdronCRCKK16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/RahmanRCC16,
author = {Mahmudur Rahman and
Mizanur Rahman and
Bogdan Carbunar and
Duen Horng Chau},
editor = {Sanjay Chawla Venkatasubramanian and
Wagner Meira Jr.},
title = {FairPlay: Fraud and Malware Detection in Google Play},
booktitle = {Proceedings of the 2016 {SIAM} International Conference on Data Mining,
Miami, Florida, USA, May 5-7, 2016},
pages = {99--107},
publisher = {{SIAM}},
year = {2016},
url = {https://doi.org/10.1137/1.9781611974348.12},
doi = {10.1137/1.9781611974348.12},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/RahmanRCC16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigmod/KahngFC16,
author = {Minsuk Kahng and
Dezhi Fang and
Duen Horng (Polo) Chau},
editor = {Carsten Binnig and
Alan D. Fekete and
Arnab Nandi},
title = {Visual exploration of machine learning results using data cube analysis},
booktitle = {Proceedings of the Workshop on Human-In-the-Loop Data Analytics, HILDA@SIGMOD
2016, San Francisco, CA, USA, June 26 - July 01, 2016},
pages = {1},
publisher = {{ACM}},
year = {2016},
url = {https://doi.org/10.1145/2939502.2939503},
doi = {10.1145/2939502.2939503},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sigmod/KahngFC16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigmod/FangC16,
author = {Dezhi Fang and
Duen Horng Chau},
editor = {Fatma {\"{O}}zcan and
Georgia Koutrika and
Sam Madden},
title = {{M3:} Scaling Up Machine Learning via Memory Mapping},
booktitle = {Proceedings of the 2016 International Conference on Management of
Data, {SIGMOD} Conference 2016, San Francisco, CA, USA, June 26 -
July 01, 2016},
pages = {2249--2250},
publisher = {{ACM}},
year = {2016},
url = {https://doi.org/10.1145/2882903.2914830},
doi = {10.1145/2882903.2914830},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sigmod/FangC16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/SoundarajanTKEC16,
author = {Sucheta Soundarajan and
Acar Tamersoy and
Elias B. Khalil and
Tina Eliassi{-}Rad and
Duen Horng Chau and
Brian Gallagher and
Kevin A. Roundy},
editor = {Jacqueline Bourdeau and
Jim Hendler and
Roger Nkambou and
Ian Horrocks and
Ben Y. Zhao},
title = {Generating Graph Snapshots from Streaming Edge Data},
booktitle = {Proceedings of the 25th International Conference on World Wide Web,
{WWW} 2016, Montreal, Canada, April 11-15, 2016, Companion Volume},
pages = {109--110},
publisher = {{ACM}},
year = {2016},
url = {https://doi.org/10.1145/2872518.2889398},
doi = {10.1145/2872518.2889398},
timestamp = {Tue, 12 Apr 2022 14:46:29 +0200},
biburl = {https://dblp.org/rec/conf/www/SoundarajanTKEC16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/MadaioCHZCHCD16,
author = {Michael A. Madaio and
Shang{-}Tse Chen and
Oliver L. Haimson and
Wenwen Zhang and
Xiang Cheng and
Matthew Hinds{-}Aldrich and
Duen Horng Chau and
Bistra Dilkina},
title = {Firebird: Predicting Fire Risk and Prioritizing Fire Inspections in
Atlanta},
journal = {CoRR},
volume = {abs/1602.09067},
year = {2016},
url = {http://arxiv.org/abs/1602.09067},
eprinttype = {arXiv},
eprint = {1602.09067},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/MadaioCHZCHCD16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/KahngNSC16,
author = {Minsuk Kahng and
Shamkant B. Navathe and
John T. Stasko and
Duen Horng Chau},
title = {Interactive Browsing and Navigation in Relational Databases},
journal = {CoRR},
volume = {abs/1603.02371},
year = {2016},
url = {http://arxiv.org/abs/1603.02371},
eprinttype = {arXiv},
eprint = {1603.02371},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/KahngNSC16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/FangC16,
author = {Dezhi Fang and
Duen Horng Chau},
title = {{M3:} Scaling Up Machine Learning via Memory Mapping},
journal = {CoRR},
volume = {abs/1604.03034},
year = {2016},
url = {http://arxiv.org/abs/1604.03034},
eprinttype = {arXiv},
eprint = {1604.03034},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/FangC16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/PolackCKBSBC16,
author = {Peter J. Polack Jr. and
Shang{-}Tse Chen and
Minsuk Kahng and
Kaya de Barbaro and
Moushumi Sharmin and
Rahul C. Basole and
Duen Horng Chau},
title = {Chronodes: Interactive Multi-focus Exploration of Event Sequences},
journal = {CoRR},
volume = {abs/1609.08535},
year = {2016},
url = {http://arxiv.org/abs/1609.08535},
eprinttype = {arXiv},
eprint = {1609.08535},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/PolackCKBSBC16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/aimatters/ChauB15,
author = {Duen Horng (Polo) Chau and
Oliver Brdiczka},
title = {{ACM} {IUI} 2015 conference highlights},
journal = {{AI} Matters},
volume = {2},
number = {1},
pages = {14--15},
year = {2015},
url = {https://doi.org/10.1145/2813536.2813542},
doi = {10.1145/2813536.2813542},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/aimatters/ChauB15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jamia/BasoleBKPKCTHSB15,
author = {Rahul C. Basole and
Mark L. Braunstein and
Vikas Kumar and
Hyunwoo Park and
Minsuk Kahng and
Duen Horng (Polo) Chau and
Acar Tamersoy and
Daniel A. Hirsh and
Nicoleta Serban and
James Bost and
Burton Lesnick and
Beth L. Schissel and
Michael Thompson},
title = {Understanding variations in pediatric asthma care processes in the
emergency department using visual analytics},
journal = {J. Am. Medical Informatics Assoc.},
volume = {22},
number = {2},
pages = {318--323},
year = {2015},
url = {https://doi.org/10.1093/jamia/ocu016},
doi = {10.1093/JAMIA/OCU016},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jamia/BasoleBKPKCTHSB15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jamia/KumarAAaBCCCEEG15,
author = {Santosh Kumar and
Gregory D. Abowd and
William T. Abraham and
Mustafa al'Absi and
J. Gayle Beck and
Duen Horng Chau and
Tyson Condie and
David E. Conroy and
Emre Ertin and
Deborah Estrin and
Deepak Ganesan and
Cho Lam and
Benjamin M. Marlin and
Clay B. Marsh and
Susan A. Murphy and
Inbal Nahum{-}Shani and
Kevin Patrick and
James M. Rehg and
Moushumi Sharmin and
Vivek Shetty and
Ida Sim and
Bonnie Spring and
Mani B. Srivastava and
David W. Wetter},
title = {Center of excellence for mobile sensor data-to-knowledge {(MD2K)}},
journal = {J. Am. Medical Informatics Assoc.},
volume = {22},
number = {6},
pages = {1137--1142},
year = {2015},
url = {https://doi.org/10.1093/jamia/ocv056},
doi = {10.1093/JAMIA/OCV056},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jamia/KumarAAaBCCCEEG15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/RahmanCBC15,
author = {Mahmudur Rahman and
Bogdan Carbunar and
Jaime Ballesteros and
Duen Horng (Polo) Chau},
title = {To catch a fake: Curbing deceptive Yelp ratings and venues},
journal = {Stat. Anal. Data Min.},
volume = {8},
number = {3},
pages = {147--161},
year = {2015},
url = {https://doi.org/10.1002/sam.11264},
doi = {10.1002/SAM.11264},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/RahmanCBC15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bigcomp/PientaAKC15,
author = {Robert S. Pienta and
James Abello and
Minsuk Kahng and
Duen Horng Chau},
title = {Scalable graph exploration and visualization: Sensemaking challenges
and opportunities},
booktitle = {2015 International Conference on Big Data and Smart Computing, {BIGCOMP}
2015, Jeju, South Korea, February 9-11, 2015},
pages = {271--278},
publisher = {{IEEE} Computer Society},
year = {2015},
url = {https://doi.org/10.1109/35021BIGCOMP.2015.7072812},
doi = {10.1109/35021BIGCOMP.2015.7072812},
timestamp = {Thu, 23 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/bigcomp/PientaAKC15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/embc/ChenKFJZDC15,
author = {Robert Chen and
Vikas Kumar and
Natalie Fitch and
Jitesh Jagadish and
Lifan Zhang and
William Dunn and
Duen Horng Chau},
title = {explICU: {A} web-based visualization and predictive modeling toolkit
for mortality in intensive care patients},
booktitle = {37th Annual International Conference of the {IEEE} Engineering in
Medicine and Biology Society, {EMBC} 2015, Milan, Italy, August 25-29,
2015},
pages = {6830--6833},
publisher = {{IEEE}},
year = {2015},
url = {https://doi.org/10.1109/EMBC.2015.7319962},
doi = {10.1109/EMBC.2015.7319962},
timestamp = {Wed, 15 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/embc/ChenKFJZDC15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ht/TamersoyCC15,
author = {Acar Tamersoy and
Munmun De Choudhury and
Duen Horng Chau},
editor = {Yeliz Yesilada and
Rosta Farzan and
Geert{-}Jan Houben},
title = {Characterizing Smoking and Drinking Abstinence from Social Media},
booktitle = {Proceedings of the 26th {ACM} Conference on Hypertext {\&} Social
Media, {HT} 2015, Guzelyurt, TRNC, Cyprus, September 1-4, 2015},
pages = {139--148},
publisher = {{ACM}},
year = {2015},
url = {https://doi.org/10.1145/2700171.2791247},
doi = {10.1145/2700171.2791247},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ht/TamersoyCC15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ieeevast/PolackCKSC15,
author = {Peter J. Polack Jr. and
Shang{-}Tse Chen and
Minsuk Kahng and
Moushumi Sharmin and
Duen Horng Chau},
editor = {Min Chen and
Gennady L. Andrienko},
title = {TimeStitch: Interactive multi-focus cohort discovery and comparison},
booktitle = {10th {IEEE} Conference on Visual Analytics Science and Technology,
{IEEE} {VAST} 2015, Chicago, IL, USA, October 25-30, 2015},
pages = {209--210},
publisher = {{IEEE} Computer Society},
year = {2015},
url = {https://doi.org/10.1109/VAST.2015.7347682},
doi = {10.1109/VAST.2015.7347682},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ieeevast/PolackCKSC15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iui/PientaTTEC15,
author = {Robert S. Pienta and
Acar Tamersoy and
Hanghang Tong and
Alex Endert and
Duen Horng (Polo) Chau},
editor = {Oliver Brdiczka and
Polo Chau and
Giuseppe Carenini and
Shimei Pan and
Per Ola Kristensson},
title = {Interactive Querying over Large Network Data: Scalability, Visualization,
and Interaction Design},
booktitle = {Proceedings of the 20th International Conference on Intelligent User
Interfaces Companion, {IUI} 2015, Atlanta, GA, USA, March 29 - April
01, 2015},
pages = {61--64},
publisher = {{ACM}},
year = {2015},
url = {https://doi.org/10.1145/2732158.2732192},
doi = {10.1145/2732158.2732192},
timestamp = {Mon, 30 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iui/PientaTTEC15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iui/YahiCRDC15,
author = {Alexandre Yahi and
Antoine Chassang and
Louis Raynaud and
Hugo Duthil and
Duen Horng (Polo) Chau},
editor = {Oliver Brdiczka and
Polo Chau and
Giuseppe Carenini and
Shimei Pan and
Per Ola Kristensson},
title = {Aurigo: an Interactive Tour Planner for Personalized Itineraries},
booktitle = {Proceedings of the 20th International Conference on Intelligent User
Interfaces, {IUI} 2015, Atlanta, GA, USA, March 29 - April 01, 2015},
pages = {275--285},
publisher = {{ACM}},
year = {2015},
url = {https://doi.org/10.1145/2678025.2701366},
doi = {10.1145/2678025.2701366},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iui/YahiCRDC15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/vahc/BasolePGBCT15,
author = {Rahul C. Basole and
Hyunwoo Park and
Mayank Gupta and
Mark L. Braunstein and
Duen Horng Chau and
Michael Thompson},
editor = {Theresia Gschwandtner and
Adam Perer and
J{\"{u}}rgen Bernard},
title = {A visual analytics approach to understanding care process variation
and conformance},
booktitle = {Proceedings of the 2015 Workshop on Visual Analytics in Healthcare,
{VAHC} 2015, Chicago, Illinois, USA, October 25, 2015},
pages = {6:1--6:8},
publisher = {{ACM}},
year = {2015},
url = {https://doi.org/10.1145/2836034.2836040},
doi = {10.1145/2836034.2836040},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/vahc/BasolePGBCT15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/GuptaPTCB15,
author = {Srishti Gupta and
Robert S. Pienta and
Acar Tamersoy and
Duen Horng Chau and
Rahul C. Basole},
editor = {Aldo Gangemi and
Stefano Leonardi and
Alessandro Panconesi},
title = {Identifying Successful Investors in the Startup Ecosystem},
booktitle = {Proceedings of the 24th International Conference on World Wide Web
Companion, {WWW} 2015, Florence, Italy, May 18-22, 2015 - Companion
Volume},
pages = {39--40},
publisher = {{ACM}},
year = {2015},
url = {https://doi.org/10.1145/2740908.2742743},
doi = {10.1145/2740908.2742743},
timestamp = {Tue, 27 Dec 2022 09:06:31 +0100},
biburl = {https://dblp.org/rec/conf/www/GuptaPTCB15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/iui/2015,
editor = {Oliver Brdiczka and
Polo Chau and
Giuseppe Carenini and
Shimei Pan and
Per Ola Kristensson},
title = {Proceedings of the 20th International Conference on Intelligent User
Interfaces, {IUI} 2015, Atlanta, GA, USA, March 29 - April 01, 2015},
publisher = {{ACM}},
year = {2015},
url = {https://doi.org/10.1145/2678025},
doi = {10.1145/2678025},
isbn = {978-1-4503-3306-1},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iui/2015.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/iui/2015c,
editor = {Oliver Brdiczka and
Polo Chau and
Giuseppe Carenini and
Shimei Pan and
Per Ola Kristensson},
title = {Proceedings of the 20th International Conference on Intelligent User
Interfaces Companion, {IUI} 2015, Atlanta, GA, USA, March 29 - April
01, 2015},
publisher = {{ACM}},
year = {2015},
url = {https://doi.org/10.1145/2732158},
doi = {10.1145/2732158},
isbn = {978-1-4503-3308-5},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iui/2015c.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/PientaLKVTAPC15,
author = {Robert S. Pienta and
Zhiyuan Lin and
Minsuk Kahng and
Jilles Vreeken and
Partha P. Talukdar and
James Abello and
Ganesh Parameswaran and
Duen Horng Chau},
title = {Seeing the Forest through the Trees: Adaptive Local Exploration of
Large Graphs},
journal = {CoRR},
volume = {abs/1505.06792},
year = {2015},
url = {http://arxiv.org/abs/1505.06792},
eprinttype = {arXiv},
eprint = {1505.06792},
timestamp = {Mon, 30 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/PientaLKVTAPC15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/GualdronCRCKK15,
author = {Hugo Gualdron and
Robson L. F. Cordeiro and
Jos{\'{e}} Fernando Rodrigues Jr. and
Duen Horng Chau and
Minsuk Kahng and
U Kang},
title = {M-Flash: Fast Billion-scale Graph Computation Using Block Partition
Model},
journal = {CoRR},
volume = {abs/1506.01406},
year = {2015},
url = {http://arxiv.org/abs/1506.01406},
eprinttype = {arXiv},
eprint = {1506.01406},
timestamp = {Tue, 24 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/GualdronCRCKK15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/ChenBC15,
author = {Shang{-}Tse Chen and
Maria{-}Florina Balcan and
Duen Horng Chau},
title = {Communication Efficient Distributed Agnostic Boosting},
journal = {CoRR},
volume = {abs/1506.06318},
year = {2015},
url = {http://arxiv.org/abs/1506.06318},
eprinttype = {arXiv},
eprint = {1506.06318},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/ChenBC15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/JainCACC15,
author = {Paras Jain and
Shang{-}Tse Chen and
Mozhgan Azimpourkivi and
Duen Horng Chau and
Bogdan Carbunar},
title = {Spotting Suspicious Reviews via (Quasi-)clique Extraction},
journal = {CoRR},
volume = {abs/1509.05935},
year = {2015},
url = {http://arxiv.org/abs/1509.05935},
eprinttype = {arXiv},
eprint = {1509.05935},
timestamp = {Fri, 22 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/JainCACC15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/snam/TamersoyKXLRCN14,
author = {Acar Tamersoy and
Elias B. Khalil and
Bo Xie and
Stephen L. Lenkey and
Bryan R. Routledge and
Duen Horng Chau and
Shamkant B. Navathe},
title = {Large-scale insider trading analysis: patterns and discoveries},
journal = {Soc. Netw. Anal. Min.},
volume = {4},
number = {1},
pages = {201},
year = {2014},
url = {https://doi.org/10.1007/s13278-014-0201-9},
doi = {10.1007/S13278-014-0201-9},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/snam/TamersoyKXLRCN14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/snam/PapalexakisDCPF14,
author = {Evangelos E. Papalexakis and
Tudor Dumitras and
Duen Horng Chau and
B. Aditya Prakash and
Christos Faloutsos},
title = {SharkFin: Spatio-temporal mining of software adoption and penetration},
journal = {Soc. Netw. Anal. Min.},
volume = {4},
number = {1},
pages = {240},
year = {2014},
url = {https://doi.org/10.1007/s13278-014-0240-2},
doi = {10.1007/S13278-014-0240-2},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/snam/PapalexakisDCPF14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tvcg/StolperKLFGSC14,
author = {Charles D. Stolper and
Minsuk Kahng and
Zhiyuan Lin and
Florian Foerster and
Aakash Goel and
John T. Stasko and
Duen Horng Chau},
title = {{GLO-STIX:} Graph-Level Operations for Specifying Techniques and Interactive
eXploration},
journal = {{IEEE} Trans. Vis. Comput. Graph.},
volume = {20},
number = {12},
pages = {2320--2328},
year = {2014},
url = {https://doi.org/10.1109/TVCG.2014.2346444},
doi = {10.1109/TVCG.2014.2346444},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tvcg/StolperKLFGSC14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bigdataconf/ChenLPKC14,
author = {Yiqi Chen and
Zhiyuan Lin and
Robert S. Pienta and
Minsuk Kahng and
Duen Horng Chau},
editor = {Jimmy Lin and
Jian Pei and
Xiaohua Hu and
Wo Chang and
Raghunath Nambiar and
Charu C. Aggarwal and
Nick Cercone and
Vasant G. Honavar and
Jun Huan and
Bamshad Mobasher and
Saumyadipta Pyne},
title = {Towards scalable graph computation on mobile devices},
booktitle = {2014 {IEEE} International Conference on Big Data {(IEEE} BigData 2014),
Washington, DC, USA, October 27-30, 2014},
pages = {29--35},
publisher = {{IEEE} Computer Society},
year = {2014},
url = {https://doi.org/10.1109/BigData.2014.7004353},
doi = {10.1109/BIGDATA.2014.7004353},
timestamp = {Mon, 30 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/bigdataconf/ChenLPKC14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bigdataconf/LinKSCLK14,
author = {Zhiyuan Lin and
Minsuk Kahng and
Kaeser Md. Sabrin and
Duen Horng (Polo) Chau and
Ho Lee and
U Kang},
editor = {Jimmy Lin and
Jian Pei and
Xiaohua Hu and
Wo Chang and
Raghunath Nambiar and
Charu C. Aggarwal and
Nick Cercone and
Vasant G. Honavar and
Jun Huan and
Bamshad Mobasher and
Saumyadipta Pyne},
title = {MMap: Fast billion-scale graph computation on a {PC} via memory mapping},
booktitle = {2014 {IEEE} International Conference on Big Data {(IEEE} BigData 2014),
Washington, DC, USA, October 27-30, 2014},
pages = {159--164},
publisher = {{IEEE} Computer Society},
year = {2014},
url = {https://doi.org/10.1109/BigData.2014.7004226},
doi = {10.1109/BIGDATA.2014.7004226},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/bigdataconf/LinKSCLK14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bigdataconf/PientaTTC14,
author = {Robert S. Pienta and
Acar Tamersoy and
Hanghang Tong and
Duen Horng Chau},
editor = {Jimmy Lin and
Jian Pei and
Xiaohua Hu and
Wo Chang and
Raghunath Nambiar and
Charu C. Aggarwal and
Nick Cercone and
Vasant G. Honavar and
Jun Huan and
Bamshad Mobasher and
Saumyadipta Pyne},
title = {{MAGE:} Matching approximate patterns in richly-attributed graphs},
booktitle = {2014 {IEEE} International Conference on Big Data {(IEEE} BigData 2014),
Washington, DC, USA, October 27-30, 2014},
pages = {585--590},
publisher = {{IEEE} Computer Society},
year = {2014},
url = {https://doi.org/10.1109/BigData.2014.7004278},
doi = {10.1109/BIGDATA.2014.7004278},
timestamp = {Mon, 30 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/bigdataconf/PientaTTC14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cchi/SaravananCCZ14,
author = {Premkumar Saravanan and
Samuel Clarke and
Duen Horng (Polo) Chau and
Hongyuan Zha},
editor = {Ellen Yi{-}Luen Do and
Wei Li},
title = {LatentGesture: active user authentication through background touch
analysis},
booktitle = {Proceedings of the Second International Symposium of Chinese CHI,
Toronto, ON, Canada, April 26-27, 2014},
pages = {110--113},
publisher = {{ACM}},
year = {2014},
url = {https://doi.org/10.1145/2592235.2592252},
doi = {10.1145/2592235.2592252},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cchi/SaravananCCZ14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/chi/Chau14,
author = {Duen Horng (Polo) Chau},
editor = {Matt Jones and
Philippe A. Palanque and
Albrecht Schmidt and
Tovi Grossman},
title = {{HCI} meets data mining: principles and tools for big data analytics},
booktitle = {{CHI} Conference on Human Factors in Computing Systems, CHI'14, Toronto,
ON, Canada - April 26 - May 01, 2014, Extended Abstracts},
pages = {1039--1040},
publisher = {{ACM}},
year = {2014},
url = {https://doi.org/10.1145/2559206.2567828},
doi = {10.1145/2559206.2567828},
timestamp = {Fri, 12 Mar 2021 15:27:48 +0100},
biburl = {https://dblp.org/rec/conf/chi/Chau14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/chi/StolperFKLGSC14,
author = {Charles D. Stolper and
Florian Foerster and
Minsuk Kahng and
Zhiyuan Lin and
Aakash Goel and
John T. Stasko and
Duen Horng Chau},
editor = {Matt Jones and
Philippe A. Palanque and
Albrecht Schmidt and
Tovi Grossman},
title = {GLOs: graph-level operations for exploratory network visualization},
booktitle = {{CHI} Conference on Human Factors in Computing Systems, CHI'14, Toronto,
ON, Canada - April 26 - May 01, 2014, Extended Abstracts},
pages = {1375--1380},
publisher = {{ACM}},
year = {2014},
url = {https://doi.org/10.1145/2559206.2581239},
doi = {10.1145/2559206.2581239},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/chi/StolperFKLGSC14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/TamersoyRC14,
author = {Acar Tamersoy and
Kevin A. Roundy and
Duen Horng Chau},
editor = {Sofus A. Macskassy and
Claudia Perlich and
Jure Leskovec and
Wei Wang and
Rayid Ghani},
title = {Guilt by association: large scale malware detection by mining file-relation
graphs},
booktitle = {The 20th {ACM} {SIGKDD} International Conference on Knowledge Discovery
and Data Mining, {KDD} '14, New York, NY, {USA} - August 24 - 27,
2014},
pages = {1524--1533},
publisher = {{ACM}},
year = {2014},
url = {https://doi.org/10.1145/2623330.2623342},
doi = {10.1145/2623330.2623342},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/TamersoyRC14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/RahmanCBBC14,
author = {Mahmudur Rahman and
Bogdan Carbunar and
Jaime Ballesteros and
George Burri and
Duen Horng (Polo) Chau},
editor = {Mohammed Javeed Zaki and
Zoran Obradovic and
Pang{-}Ning Tan and
Arindam Banerjee and
Chandrika Kamath and
Srinivasan Parthasarathy},
title = {Turning the Tide: Curbing Deceptive Yelp Behaviors},
booktitle = {Proceedings of the 2014 {SIAM} International Conference on Data Mining,
Philadelphia, Pennsylvania, USA, April 24-26, 2014},
pages = {244--252},
publisher = {{SIAM}},
year = {2014},
url = {https://doi.org/10.1137/1.9781611973440.28},
doi = {10.1137/1.9781611973440.28},
timestamp = {Fri, 06 Oct 2023 11:45:43 +0200},
biburl = {https://dblp.org/rec/conf/sdm/RahmanCBBC14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wsdm/KangAC14,
author = {U Kang and
Leman Akoglu and
Duen Horng Chau},
editor = {Ben Carterette and
Fernando Diaz and
Carlos Castillo and
Donald Metzler},
title = {Big graph mining for the web and social media: algorithms, anomaly
detection, and applications},
booktitle = {Seventh {ACM} International Conference on Web Search and Data Mining,
{WSDM} 2014, New York, NY, USA, February 24-28, 2014},
pages = {677--678},
publisher = {{ACM}},
year = {2014},
url = {https://doi.org/10.1145/2556195.2556198},
doi = {10.1145/2556195.2556198},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/wsdm/KangAC14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/asunam/TamersoyXLRCN13,
author = {Acar Tamersoy and
Bo Xie and
Stephen L. Lenkey and
Bryan R. Routledge and
Duen Horng Chau and
Shamkant B. Navathe},
editor = {Jon G. Rokne and
Christos Faloutsos},
title = {Inside insider trading: patterns {\&} discoveries from a large
scale exploratory analysis},
booktitle = {Advances in Social Networks Analysis and Mining 2013, {ASONAM} '13,
Niagara, ON, Canada - August 25 - 29, 2013},
pages = {797--804},
publisher = {{ACM}},
year = {2013},
url = {https://doi.org/10.1145/2492517.2500288},
doi = {10.1145/2492517.2500288},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/asunam/TamersoyXLRCN13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/asunam/PapalexakisDCPF13,
author = {Evangelos E. Papalexakis and
Tudor Dumitras and
Duen Horng (Polo) Chau and
B. Aditya Prakash and
Christos Faloutsos},
editor = {Jon G. Rokne and
Christos Faloutsos},
title = {Spatio-temporal mining of software adoption {\&} penetration},
booktitle = {Advances in Social Networks Analysis and Mining 2013, {ASONAM} '13,
Niagara, ON, Canada - August 25 - 29, 2013},
pages = {878--885},
publisher = {{ACM}},
year = {2013},
url = {https://doi.org/10.1145/2492517.2500244},
doi = {10.1145/2492517.2500244},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/asunam/PapalexakisDCPF13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bigdataconf/LinCK13,
author = {Zhiyuan Lin and
Duen Horng (Polo) Chau and
U Kang},
editor = {Xiaohua Hu and
Tsau Young Lin and
Vijay V. Raghavan and
Benjamin W. Wah and
Ricardo Baeza{-}Yates and
Geoffrey C. Fox and
Cyrus Shahabi and
Matthew Smith and
Qiang Yang and
Rayid Ghani and
Wei Fan and
Ronny Lempel and
Raghunath Nambiar},
title = {Leveraging memory mapping for fast and scalable graph computation
on a {PC}},
booktitle = {2013 {IEEE} International Conference on Big Data {(IEEE} BigData 2013),
6-9 October 2013, Santa Clara, CA, {USA}},
pages = {95--98},
publisher = {{IEEE} Computer Society},
year = {2013},
url = {https://doi.org/10.1109/BigData.2013.6691739},
doi = {10.1109/BIGDATA.2013.6691739},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/bigdataconf/LinCK13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/chi/LeeZCCP13,
author = {Changhyun Lee and
Wei Zhuo and
Jaegul Choo and
Duen Horng (Polo) Chau and
Haesun Park},
editor = {Wendy E. Mackay and
Stephen A. Brewster and
Susanne B{\o}dker},
title = {Fast interactive visualization for multivariate data exploration},
booktitle = {2013 {ACM} {SIGCHI} Conference on Human Factors in Computing Systems,
{CHI} '13, Paris, France, April 27 - May 2, 2013, Extended Abstracts},
pages = {1773--1778},
publisher = {{ACM}},
year = {2013},
url = {https://doi.org/10.1145/2468356.2468674},
doi = {10.1145/2468356.2468674},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/chi/LeeZCCP13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/LeeCCP13,
author = {Changhyun Lee and
Jaegul Choo and
Duen Horng (Polo) Chau and
Haesun Park},
editor = {Wei Ding and
Takashi Washio and
Hui Xiong and
George Karypis and
Bhavani Thuraisingham and
Diane J. Cook and
Xindong Wu},
title = {Interactive Data Analysis Tool by Augmenting {MATLAB} with Semantic
Objects},
booktitle = {13th {IEEE} International Conference on Data Mining Workshops, {ICDM}
Workshops, TX, USA, December 7-10, 2013},
pages = {1093--1096},
publisher = {{IEEE} Computer Society},
year = {2013},
url = {https://doi.org/10.1109/ICDMW.2013.167},
doi = {10.1109/ICDMW.2013.167},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/LeeCCP13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/LinCTWKC13,
author = {Zhiyuan Lin and
Nan Cao and
Hanghang Tong and
Fei Wang and
U Kang and
Duen Horng (Polo) Chau},
editor = {Wei Ding and
Takashi Washio and
Hui Xiong and
George Karypis and
Bhavani Thuraisingham and
Diane J. Cook and
Xindong Wu},
title = {Demonstrating Interactive Multi-resolution Large Graph Exploration},
booktitle = {13th {IEEE} International Conference on Data Mining Workshops, {ICDM}
Workshops, TX, USA, December 7-10, 2013},
pages = {1097--1100},
publisher = {{IEEE} Computer Society},
year = {2013},
url = {https://doi.org/10.1109/ICDMW.2013.124},
doi = {10.1109/ICDMW.2013.124},
timestamp = {Sat, 16 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/LinCTWKC13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/LeeCCP13,
author = {Changhyun Lee and
Jaegul Choo and
Duen Horng (Polo) Chau and
Haesun Park},
editor = {Duen Horng Chau and
Jilles Vreeken and
Matthijs van Leeuwen and
Christos Faloutsos},
title = {Augmenting {MATLAB} with semantic objects for an interactive visual
environment},
booktitle = {Proceedings of the {ACM} {SIGKDD} Workshop on Interactive Data Exploration
and Analytics, IDEA@KDD 2013, Chicago, Illinois, USA, August 11, 2013},
pages = {63--70},
publisher = {{ACM}},
year = {2013},
url = {https://doi.org/10.1145/2501511.2501521},
doi = {10.1145/2501511.2501521},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/LeeCCP13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/SenatorGMYRPHRBCEJBCGKZBMMWDFWDEILKFCFGJ13,
author = {Ted E. Senator and
Henry G. Goldberg and
Alex Memory and
William T. Young and
Brad Rees and
Robert Pierce and
Daniel Huang and
Matthew Reardon and
David A. Bader and
Edmond Chow and
Irfan A. Essa and
Joshua Jones and
Vinay Bettadapura and
Duen Horng Chau and
Oded Green and
Oguz Kaya and
Anita Zakrzewska and
Erica Briscoe and
Rudolph L. Mappus IV and
Robert McColl and
Lora Weiss and
Thomas G. Dietterich and
Alan Fern and
Weng{-}Keen Wong and
Shubhomoy Das and
Andrew Emmott and
Jed Irvine and
Jay Yoon Lee and
Danai Koutra and
Christos Faloutsos and
Daniel D. Corkill and
Lisa Friedland and
Amanda Gentzel and
David D. Jensen},
editor = {Inderjit S. Dhillon and
Yehuda Koren and
Rayid Ghani and
Ted E. Senator and
Paul Bradley and
Rajesh Parekh and
Jingrui He and
Robert L. Grossman and
Ramasamy Uthurusamy},
title = {Detecting insider threats in a real corporate database of computer
usage activity},
booktitle = {The 19th {ACM} {SIGKDD} International Conference on Knowledge Discovery
and Data Mining, {KDD} 2013, Chicago, IL, USA, August 11-14, 2013},
pages = {1393--1401},
publisher = {{ACM}},
year = {2013},
url = {https://doi.org/10.1145/2487575.2488213},
doi = {10.1145/2487575.2488213},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/SenatorGMYRPHRBCEJBCGKZBMMWDFWDEILKFCFGJ13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/AkogluCFTTV13,
author = {Leman Akoglu and
Duen Horng Chau and
Christos Faloutsos and
Nikolaj Tatti and
Hanghang Tong and
Jilles Vreeken},
title = {Mining Connection Pathways for Marked Nodes in Large Graphs},
booktitle = {Proceedings of the 13th {SIAM} International Conference on Data Mining,
May 2-4, 2013. Austin, Texas, {USA}},
pages = {37--45},
publisher = {{SIAM}},
year = {2013},
url = {https://doi.org/10.1137/1.9781611972832.5},
doi = {10.1137/1.9781611972832.5},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/AkogluCFTTV13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/kdd/2013idea,
editor = {Duen Horng Chau and
Jilles Vreeken and
Matthijs van Leeuwen and
Christos Faloutsos},
title = {Proceedings of the {ACM} {SIGKDD} Workshop on Interactive Data Exploration
and Analytics, IDEA@KDD 2013, Chicago, Illinois, USA, August 11, 2013},
publisher = {{ACM}},
year = {2013},
url = {https://doi.org/10.1145/2501511},
doi = {10.1145/2501511},
isbn = {978-1-4503-2329-1},
timestamp = {Sun, 02 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/2013idea.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@phdthesis{DBLP:phd/us/Chau18,
author = {Polo Chau},
title = {Data Mining Meets {HCI:} Making Sense of Large Graphs},
school = {Carnegie Mellon University, {USA}},
year = {2012},
url = {https://doi.org/10.1184/r1/6715535.v1},
doi = {10.1184/R1/6715535.V1},
timestamp = {Wed, 27 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/phd/us/Chau18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/asunam/ChauAVTF12,
author = {Duen Horng Chau and
Leman Akoglu and
Jilles Vreeken and
Hanghang Tong and
Christos Faloutsos},
title = {Interactively and Visually Exploring Tours of Marked Nodes in Large
Graphs},
booktitle = {International Conference on Advances in Social Networks Analysis and
Mining, {ASONAM} 2012, Istanbul, Turkey, 26-29 August 2012},
pages = {696--698},
publisher = {{IEEE} Computer Society},
year = {2012},
url = {https://doi.org/10.1109/ASONAM.2012.115},
doi = {10.1109/ASONAM.2012.115},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/asunam/ChauAVTF12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/chi/EisensteinCKX12,
author = {Jacob Eisenstein and
Duen Horng Chau and
Aniket Kittur and
Eric P. Xing},
editor = {Joseph A. Konstan and
Ed H. Chi and
Kristina H{\"{o}}{\"{o}}k},
title = {TopicViz: interactive topic exploration in document collections},
booktitle = {{CHI} Conference on Human Factors in Computing Systems, {CHI} '12,
Extended Abstracts Volume, Austin, TX, USA, May 5-10, 2012},
pages = {2177--2182},
publisher = {{ACM}},
year = {2012},
url = {https://doi.org/10.1145/2212776.2223772},
doi = {10.1145/2212776.2223772},
timestamp = {Fri, 12 Mar 2021 15:27:48 +0100},
biburl = {https://dblp.org/rec/conf/chi/EisensteinCKX12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/KangCF12,
author = {U Kang and
Duen Horng Chau and
Christos Faloutsos},
title = {Pegasus: Mining billion-scale graphs in the cloud},
booktitle = {2012 {IEEE} International Conference on Acoustics, Speech and Signal
Processing, {ICASSP} 2012, Kyoto, Japan, March 25-30, 2012},
pages = {5341--5344},
publisher = {{IEEE}},
year = {2012},
url = {https://doi.org/10.1109/ICASSP.2012.6289127},
doi = {10.1109/ICASSP.2012.6289127},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icassp/KangCF12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/ChauAVTF12,
author = {Duen Horng Chau and
Leman Akoglu and
Jilles Vreeken and
Hanghang Tong and
Christos Faloutsos},
editor = {Qiang Yang and
Deepak Agarwal and
Jian Pei},
title = {TourViz: interactive visualization of connection pathways in large
graphs},
booktitle = {The 18th {ACM} {SIGKDD} International Conference on Knowledge Discovery
and Data Mining, {KDD} '12, Beijing, China, August 12-16, 2012},
pages = {1516--1519},
publisher = {{ACM}},
year = {2012},
url = {https://doi.org/10.1145/2339530.2339769},
doi = {10.1145/2339530.2339769},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/ChauAVTF12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigmod/AkogluCKKF12,
author = {Leman Akoglu and
Duen Horng Chau and
U Kang and
Danai Koutra and
Christos Faloutsos},
editor = {K. Sel{\c{c}}uk Candan and
Yi Chen and
Richard T. Snodgrass and
Luis Gravano and
Ariel Fuxman},
title = {OPAvion: mining and visualization in large graphs},
booktitle = {Proceedings of the {ACM} {SIGMOD} International Conference on Management
of Data, {SIGMOD} 2012, Scottsdale, AZ, USA, May 20-24, 2012},
pages = {717--720},
publisher = {{ACM}},
year = {2012},
url = {https://doi.org/10.1145/2213836.2213941},
doi = {10.1145/2213836.2213941},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sigmod/AkogluCKKF12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/crossroads/Chau11,
author = {Polo Chau},
title = {Catching bad guys with graph mining},
journal = {{XRDS}},
volume = {17},
number = {3},
pages = {16--18},
year = {2011},
url = {https://doi.org/10.1145/1925041.1925044},
doi = {10.1145/1925041.1925044},
timestamp = {Fri, 03 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/crossroads/Chau11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/chi/ChauKHF11,
author = {Duen Horng Chau and
Aniket Kittur and
Jason I. Hong and
Christos Faloutsos},
editor = {Desney S. Tan and
Saleema Amershi and
Bo Begole and
Wendy A. Kellogg and
Manas Tungare},
title = {Apolo: making sense of large network data by combining rich user interaction
and machine learning},
booktitle = {Proceedings of the International Conference on Human Factors in Computing
Systems, {CHI} 2011, Vancouver, BC, Canada, May 7-12, 2011},
pages = {167--176},
publisher = {{ACM}},
year = {2011},
url = {https://doi.org/10.1145/1978942.1978967},
doi = {10.1145/1978942.1978967},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/chi/ChauKHF11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icde/KangCF11,
author = {U Kang and
Duen Horng Chau and
Christos Faloutsos},
editor = {Serge Abiteboul and
Klemens B{\"{o}}hm and
Christoph Koch and
Kian{-}Lee Tan},
title = {Mining large graphs: Algorithms, inference, and discoveries},
booktitle = {Proceedings of the 27th International Conference on Data Engineering,
{ICDE} 2011, April 11-16, 2011, Hannover, Germany},
pages = {243--254},
publisher = {{IEEE} Computer Society},
year = {2011},
url = {https://doi.org/10.1109/ICDE.2011.5767883},
doi = {10.1109/ICDE.2011.5767883},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icde/KangCF11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/ChauKHF11,
author = {Duen Horng Chau and
Aniket Kittur and
Jason I. Hong and
Christos Faloutsos},
editor = {Chid Apt{\'{e}} and
Joydeep Ghosh and
Padhraic Smyth},
title = {Apolo: interactive large graph sensemaking by combining machine learning
and visualization},
booktitle = {Proceedings of the 17th {ACM} {SIGKDD} International Conference on
Knowledge Discovery and Data Mining, San Diego, CA, USA, August 21-24,
2011},
pages = {739--742},
publisher = {{ACM}},
year = {2011},
url = {https://doi.org/10.1145/2020408.2020524},
doi = {10.1145/2020408.2020524},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/ChauKHF11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/KoutraKKCPF11,
author = {Danai Koutra and
Tai{-}You Ke and
U Kang and
Duen Horng Chau and
Hsing{-}Kuo Kenneth Pao and
Christos Faloutsos},
editor = {Dimitrios Gunopulos and
Thomas Hofmann and
Donato Malerba and
Michalis Vazirgiannis},
title = {Unifying Guilt-by-Association Approaches: Theorems and Fast Algorithms},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2011, Athens, Greece, September 5-9, 2011, Proceedings,
Part {II}},
series = {Lecture Notes in Computer Science},
volume = {6912},
pages = {245--260},
publisher = {Springer},
year = {2011},
url = {https://doi.org/10.1007/978-3-642-23783-6\_16},
doi = {10.1007/978-3-642-23783-6\_16},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/KoutraKKCPF11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/ChauNWWF11,
author = {Duen Horng Chau and
Carey Nachenberg and
Jeffrey Wilhelm and
Adam Wright and
Christos Faloutsos},
title = {Large Scale Graph Mining and Inference for Malware Detection},
booktitle = {Proceedings of the Eleventh {SIAM} International Conference on Data
Mining, {SDM} 2011, April 28-30, 2011, Mesa, Arizona, {USA}},
pages = {131--142},
publisher = {{SIAM} / Omnipress},
year = {2011},
url = {https://doi.org/10.1137/1.9781611972818.12},
doi = {10.1137/1.9781611972818.12},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/ChauNWWF11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1110-6200,
author = {Jacob Eisenstein and
Duen Horng Chau and
Aniket Kittur and
Eric P. Xing},
title = {TopicScape: Semantic Navigation of Document Collections},
journal = {CoRR},
volume = {abs/1110.6200},
year = {2011},
url = {http://arxiv.org/abs/1110.6200},
eprinttype = {arXiv},
eprint = {1110.6200},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1110-6200.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/TongPTEFC10,
author = {Hanghang Tong and
B. Aditya Prakash and
Charalampos E. Tsourakakis and
Tina Eliassi{-}Rad and
Christos Faloutsos and
Duen Horng Chau},
editor = {Geoffrey I. Webb and
Bing Liu and
Chengqi Zhang and
Dimitrios Gunopulos and
Xindong Wu},
title = {On the Vulnerability of Large Graphs},
booktitle = {{ICDM} 2010, The 10th {IEEE} International Conference on Data Mining,
Sydney, Australia, 14-17 December 2010},
pages = {1091--1096},
publisher = {{IEEE} Computer Society},
year = {2010},
url = {https://doi.org/10.1109/ICDM.2010.54},
doi = {10.1109/ICDM.2010.54},
timestamp = {Mon, 01 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icdm/TongPTEFC10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/chi/ChauKFH09,
author = {Duen Horng Chau and
Aniket Kittur and
Christos Faloutsos and
Jason I. Hong},
editor = {Dan R. Olsen Jr. and
Richard B. Arthur and
Ken Hinckley and
Meredith Ringel Morris and
Scott E. Hudson and
Saul Greenberg},
title = {{SHIFTR:} a user-directed, link-based system for ad hoc sensemaking
of large heterogeneous data collections},
booktitle = {Proceedings of the 27th International Conference on Human Factors
in Computing Systems, {CHI} 2009, Extended Abstracts Volume, Boston,
MA, USA, April 4-9, 2009},
pages = {3535--3536},
publisher = {{ACM}},
year = {2009},
url = {https://doi.org/10.1145/1520340.1520529},
doi = {10.1145/1520340.1520529},
timestamp = {Fri, 12 Mar 2021 15:27:48 +0100},
biburl = {https://dblp.org/rec/conf/chi/ChauKFH09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/chi/ChauMF08,
author = {Duen Horng Chau and
Brad A. Myers and
Andrew Faulring},
editor = {Mary Czerwinski and
Arnold M. Lund and
Desney S. Tan},
title = {What to do when search fails: finding information by association},
booktitle = {Proceedings of the 2008 Conference on Human Factors in Computing Systems,
{CHI} 2008, 2008, Florence, Italy, April 5-10, 2008},
pages = {999--1008},
publisher = {{ACM}},
year = {2008},
url = {https://doi.org/10.1145/1357054.1357208},
doi = {10.1145/1357054.1357208},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/chi/ChauMF08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/ChauFTHGE08,
author = {Duen Horng Chau and
Christos Faloutsos and
Hanghang Tong and
Jason I. Hong and
Brian Gallagher and
Tina Eliassi{-}Rad},
title = {{GRAPHITE:} {A} Visual Query System for Large Graphs},
booktitle = {Workshops Proceedings of the 8th {IEEE} International Conference on
Data Mining {(ICDM} 2008), December 15-19, 2008, Pisa, Italy},
pages = {963--966},
publisher = {{IEEE} Computer Society},
year = {2008},
url = {https://doi.org/10.1109/ICDMW.2008.99},
doi = {10.1109/ICDMW.2008.99},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/ChauFTHGE08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/chi/WobbrockCM07,
author = {Jacob O. Wobbrock and
Duen Horng Chau and
Brad A. Myers},
editor = {Mary Beth Rosson and
David J. Gilmore},
title = {An alternative to push, press, and tap-tap-tap: gesturing on an isometric
joystick for mobile phone text entry},
booktitle = {Proceedings of the 2007 Conference on Human Factors in Computing Systems,
{CHI} 2007, San Jose, California, USA, April 28 - May 3, 2007},
pages = {667--676},
publisher = {{ACM}},
year = {2007},
url = {https://doi.org/10.1145/1240624.1240728},
doi = {10.1145/1240624.1240728},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/chi/WobbrockCM07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/chi/NicholsCM07,
author = {Jeffrey Nichols and
Duen Horng Chau and
Brad A. Myers},
editor = {Mary Beth Rosson and
David J. Gilmore},
title = {Demonstrating the viability of automatically generated user interfaces},
booktitle = {Proceedings of the 2007 Conference on Human Factors in Computing Systems,
{CHI} 2007, San Jose, California, USA, April 28 - May 3, 2007},
pages = {1283--1292},
publisher = {{ACM}},
year = {2007},
url = {https://doi.org/10.1145/1240624.1240819},
doi = {10.1145/1240624.1240819},
timestamp = {Sun, 26 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/chi/NicholsCM07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/graphicsinterface/GonzalezWCFM07,
author = {Iv{\'{a}}n E. Gonz{\'{a}}lez and
Jacob O. Wobbrock and
Duen Horng Chau and
Andrew Faulring and
Brad A. Myers},
editor = {Christopher G. Healey and
Edward Lank},
title = {Eyes on the road, hands on the wheel: thumb-based interaction techniques
for input on steering wheels},
booktitle = {Proceedings of the Graphics Interface 2007 Conference, May 28-30,
2007, Montreal, Canada},
series = {{ACM} International Conference Proceeding Series},
volume = {234},
pages = {95--102},
publisher = {{ACM} Press},
year = {2007},
url = {https://doi.org/10.1145/1268517.1268535},
doi = {10.1145/1268517.1268535},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/graphicsinterface/GonzalezWCFM07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/PanditCWF07,
author = {Shashank Pandit and
Duen Horng Chau and
Samuel Wang and
Christos Faloutsos},
editor = {Carey L. Williamson and
Mary Ellen Zurko and
Peter F. Patel{-}Schneider and
Prashant J. Shenoy},
title = {Netprobe: a fast and scalable system for fraud detection in online
auction networks},
booktitle = {Proceedings of the 16th International Conference on World Wide Web,
{WWW} 2007, Banff, Alberta, Canada, May 8-12, 2007},
pages = {201--210},
publisher = {{ACM}},
year = {2007},
url = {https://doi.org/10.1145/1242572.1242600},
doi = {10.1145/1242572.1242600},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/www/PanditCWF07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/ChauPWF07,
author = {Duen Horng Chau and
Shashank Pandit and
Samuel Wang and
Christos Faloutsos},
editor = {Carey L. Williamson and
Mary Ellen Zurko and
Peter F. Patel{-}Schneider and
Prashant J. Shenoy},
title = {Parallel crawling for online social networks},
booktitle = {Proceedings of the 16th International Conference on World Wide Web,
{WWW} 2007, Banff, Alberta, Canada, May 8-12, 2007},
pages = {1283--1284},
publisher = {{ACM}},
year = {2007},
url = {https://doi.org/10.1145/1242572.1242809},
doi = {10.1145/1242572.1242809},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/www/ChauPWF07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/chi/MyersWKC06,
author = {Brad A. Myers and
David A. Weitzman and
Amy J. Ko and
Duen Horng Chau},
editor = {Rebecca E. Grinter and
Tom Rodden and
Paul M. Aoki and
Edward Cutrell and
Robin Jeffries and
Gary M. Olson},
title = {Answering why and why not questions in user interfaces},
booktitle = {Proceedings of the 2006 Conference on Human Factors in Computing Systems,
{CHI} 2006, Montr{\'{e}}al, Qu{\'{e}}bec, Canada, April
22-27, 2006},
pages = {397--406},
publisher = {{ACM}},
year = {2006},
url = {https://doi.org/10.1145/1124772.1124832},
doi = {10.1145/1124772.1124832},
timestamp = {Fri, 12 Mar 2021 15:27:48 +0100},
biburl = {https://dblp.org/rec/conf/chi/MyersWKC06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/chi/ChauWMR06,
author = {Duen Horng Chau and
Jacob O. Wobbrock and
Brad A. Myers and
Brandon Rothrock},
editor = {Gary M. Olson and
Robin Jeffries},
title = {Integrating isometric joysticks into mobile phones for text entry},
booktitle = {Extended Abstracts Proceedings of the 2006 Conference on Human Factors
in Computing Systems, {CHI} 2006, Montr{\'{e}}al, Qu{\'{e}}bec,
Canada, April 22-27, 2006},
pages = {640--645},
publisher = {{ACM}},
year = {2006},
url = {https://doi.org/10.1145/1125451.1125583},
doi = {10.1145/1125451.1125583},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/chi/ChauWMR06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/ChauPF06,
author = {Duen Horng Chau and
Shashank Pandit and
Christos Faloutsos},
editor = {Johannes F{\"{u}}rnkranz and
Tobias Scheffer and
Myra Spiliopoulou},
title = {Detecting Fraudulent Personalities in Networks of Online Auctioneers},
booktitle = {Knowledge Discovery in Databases: {PKDD} 2006, 10th European Conference
on Principles and Practice of Knowledge Discovery in Databases, Berlin,
Germany, September 18-22, 2006, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {4213},
pages = {103--114},
publisher = {Springer},
year = {2006},
url = {https://doi.org/10.1007/11871637\_14},
doi = {10.1007/11871637\_14},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/ChauPF06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uist/NicholsRCM06,
author = {Jeffrey Nichols and
Brandon Rothrock and
Duen Horng Chau and
Brad A. Myers},
editor = {Pierre Wellner and
Ken Hinckley},
title = {Huddle: automatically generating interfaces for systems of multiple
connected appliances},
booktitle = {Proceedings of the 19th Annual {ACM} Symposium on User Interface Software
and Technology, Montreux, Switzerland, October 15-18, 2006},
pages = {279--288},
publisher = {{ACM}},
year = {2006},
url = {https://doi.org/10.1145/1166253.1166298},
doi = {10.1145/1166253.1166298},
timestamp = {Sun, 26 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/uist/NicholsRCM06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uist/WobbrockMC06,
author = {Jacob O. Wobbrock and
Brad A. Myers and
Duen Horng Chau},
editor = {Pierre Wellner and
Ken Hinckley},
title = {In-stroke word completion},
booktitle = {Proceedings of the 19th Annual {ACM} Symposium on User Interface Software
and Technology, Montreux, Switzerland, October 15-18, 2006},
pages = {333--336},
publisher = {{ACM}},
year = {2006},
url = {https://doi.org/10.1145/1166253.1166305},
doi = {10.1145/1166253.1166305},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/uist/WobbrockMC06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/vl/KoMC06,
author = {Amy J. Ko and
Brad A. Myers and
Duen Horng Chau},
title = {A Linguistic Analysis of How People Describe Software Problems},
booktitle = {2006 {IEEE} Symposium on Visual Languages and Human-Centric Computing
{(VL/HCC} 2006), 4-8 September 2006, Brighton, {UK}},
pages = {127--134},
publisher = {{IEEE} Computer Society},
year = {2006},
url = {https://doi.org/10.1109/VLHCC.2006.3},
doi = {10.1109/VLHCC.2006.3},
timestamp = {Thu, 23 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/vl/KoMC06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
a service of 
manage site settings
To protect your privacy, all features that rely on external API calls from your browser are turned off by default. You need to opt-in for them to become active. All settings here will be stored as cookies with your web browser. For more information see our F.A.Q.
last updated on 2024-05-09 23:57 CEST by the dblp team
all metadata released as open data under CC0 1.0 license
see also: Terms of Use | Privacy Policy | Imprint
dblp was originally created in 1993 at:
since 2018, dblp has been operated and maintained by:
the dblp computer science bibliography is funded and supported by:
