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ORCIDPei Yuan Wu
Person information
- affiliation: National Taiwan University, Taipei, Taiwan
- affiliation (2015 - 2017): Taiwan Semiconductor Manufacturing Company, Hsinchu, Taiwan
- affiliation (PhD 2015): Princeton University, NJ, USA
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2020 – today
- 2024
[i4]Hung Nguyen, Pei-Yuan Wu, J. Morris Chang:
Federated Learning for distribution skewed data using sample weights. CoRR abs/2401.02586 (2024)- 2023
- [j13]Peng-Wen Chen
, Tsung-Shan Yang, Gi-Luen Huang, Chia-Wen Huang, Yu-Chieh Chao, Chien-Hung Lu, Pei-Yuan Wu:
Viewing Bias Matters in 360° Videos Visual Saliency Prediction. IEEE Access 11: 46084-46094 (2023) - [j12]Tsung-Hsien Lin, Ying-Shuo Lee, Fu-Chieh Chang, J. Morris Chang, Pei-Yuan Wu:
Protecting Sensitive Attributes by Adversarial Training Through Class-Overlapping Techniques. IEEE Trans. Inf. Forensics Secur. 18: 1283-1294 (2023) - [j11]Po-Hsuan Huang, Chia-Heng Tu, Shen-Ming Chung, Pei-Yuan Wu, Tung-Lin Tsai, Yi-An Lin, Chun-Yi Dai, Tzu-Yi Liao:
SecureTVM: A TVM-based Compiler Framework for Selective Privacy-preserving Neural Inference. ACM Trans. Design Autom. Electr. Syst. 28(4): 61:1-61:28 (2023) - [c10]Sing-Yuan Yeh, Fu-Chieh Chang, Chang-Wei Yueh, Pei-Yuan Wu, Alberto Bernacchia, Sattar Vakili:
Sample Complexity of Kernel-Based Q-Learning. AISTATS 2023: 453-469 - [c9]Po-Hung Yeh, Pei-Yuan Wu, Jun-Cheng Chen:
Improved Photometric Stereo through Efficient and Differentiable Shadow Estimation. BMVC 2023: 823-824 - [c8]Tung-Lin Tsai, Pei-Yuan Wu:
SepMM: A General Matrix Multiplication Optimization Approach for Privacy-Preserving Machine Learning. DSC 2023: 1-10 - [i3]Sing-Yuan Yeh, Fu-Chieh Chang, Chang-Wei Yueh, Pei-Yuan Wu, Alberto Bernacchia, Sattar Vakili:
Sample Complexity of Kernel-Based Q-Learning. CoRR abs/2302.00727 (2023) - 2022
- [j10]Hao-Wei Chan, Pei-Yuan Wu, Alexander I-Chi Lai, Ruey-Beei Wu:
Fusion-Based Smartphone Positioning Using Unsupervised Calibration of Crowdsourced Wi-Fi FTM. IEEE Access 10: 96260-96272 (2022) - [j9]Chung-Yuan Chen, Alexander I-Chi Lai, Pei-Yuan Wu, Ruey-Beei Wu:
Optimization and Evaluation of Multidetector Deep Neural Network for High-Accuracy Wi-Fi Fingerprint Positioning. IEEE Internet Things J. 9(16): 15204-15214 (2022) - [c7]Gi-Luen Huang, Pei-Yuan Wu:
CTGAN : Cloud Transformer Generative Adversarial Network. ICIP 2022: 511-515 - 2021
- [j8]Poh Yuen Chan, Alexander I-Chi Lai, Pei-Yuan Wu, Ruey-Beei Wu:
Physical Tampering Detection Using Single COTS Wi-Fi Endpoint. Sensors 21(16): 5665 (2021) - 2020
- [j7]Hung Nguyen, Di Zhuang, Pei-Yuan Wu, J. Morris Chang:
AutoGAN-based dimension reduction for privacy preservation. Neurocomputing 384: 94-103 (2020) - [j6]Bo-Wei Tseng, Pei-Yuan Wu:
Compressive Privacy Generative Adversarial Network. IEEE Trans. Inf. Forensics Secur. 15: 2499-2513 (2020) - [c6]Codruta O. Ancuti, Cosmin Ancuti, Florin-Alexandru Vasluianu, Radu Timofte, Jing Liu, Haiyan Wu, Yuan Xie, Yanyun Qu, Lizhuang Ma, Ziling Huang, Qili Deng, Ju-Chin Chao, Tsung-Shan Yang, Peng-Wen Chen, Po-Min Hsu, Tzu-Yi Liao, Chung-En Sun, Pei-Yuan Wu, Jeonghyeok Do, Jongmin Park, Munchurl Kim, Kareem Metwaly, Xuelu Li, Tiantong Guo, Vishal Monga, Mingzhao Yu, Venkateswararao Cherukuri, Shiue-Yuan Chuang, Tsung-Nan Lin, David Lee, Jerome Chang, Zhan-Han Wang, Yu-Bang Chang, Chang-Hong Lin, Yu Dong, Hongyu Zhou, Xiangzhen Kong, Sourya Dipta Das, Saikat Dutta, Xuan Zhao, Bing Ouyang, Dennis Estrada, Meiqi Wang, Tianqi Su, Siyi Chen, Bangyong Sun, Vincent Jacob Whannou de Dravo, Zhe Yu, Pratik Narang, Aryan Mehra, Navaneeth Raghunath, Murari Mandal:
NTIRE 2020 Challenge on NonHomogeneous Dehazing. CVPR Workshops 2020: 2029-2044 - [i2]Codruta O. Ancuti, Cosmin Ancuti, Florin-Alexandru Vasluianu, Radu Timofte, Jing Liu, Haiyan Wu, Yuan Xie, Yanyun Qu, Lizhuang Ma, Ziling Huang, Qili Deng, Ju-Chin Chao, Tsung-Shan Yang, Peng-Wen Chen, Po-Min Hsu, Tzu-Yi Liao, Chung-En Sun, Pei-Yuan Wu, Jeonghyeok Do, Jongmin Park, Munchurl Kim, Kareem Metwaly, Xuelu Li, Tiantong Guo, Vishal Monga, Mingzhao Yu, Venkateswararao Cherukuri, Shiue-Yuan Chuang, Tsung-Nan Lin, David Lee, Jerome Chang, Zhan-Han Wang, Yu-Bang Chang, Chang-Hong Lin, Yu Dong, Hongyu Zhou, Xiangzhen Kong, Sourya Dipta Das, Saikat Dutta, Xuan Zhao, Bing Ouyang, Dennis Estrada, Meiqi Wang, Tianqi Su, Siyi Chen, Bangyong Sun, Vincent Jacob Whannou de Dravo, Zhe Yu, Pratik Narang, Aryan Mehra, Navaneeth Raghunath, Murari Mandal:
NTIRE 2020 Challenge on NonHomogeneous Dehazing. CoRR abs/2005.03457 (2020)
2010 – 2019
- 2019
- [i1]Hung Nguyen, Di Zhuang, Pei-Yuan Wu, J. Morris Chang:
AutoGAN-based Dimension Reduction for Privacy Preservation. CoRR abs/1902.10799 (2019) - 2017
- [j5]Pei-Yuan Wu, Chi-Chen Fang, J. Morris Chang, Sun-Yuan Kung:
Cost-Effective Kernel Ridge Regression Implementation for Keystroke-Based Active Authentication System. IEEE Trans. Cybern. 47(11): 3916-3927 (2017) - [j4]Sun-Yuan Kung, Thee Chanyaswad, J. Morris Chang, Pei Yuan Wu:
Collaborative PCA/DCA Learning Methods for Compressive Privacy. ACM Trans. Embed. Comput. Syst. 16(3): 76:1-76:18 (2017) - [c5]Mohammad Al-Rubaie, Pei Yuan Wu, J. Morris Chang, Sun-Yuan Kung:
Privacy-preserving PCA on horizontally-partitioned data. DSC 2017: 280-287 - 2014
- [c4]Chien-Hung Lu, Pei Yuan Wu:
Using density invariant graph Laplacian to resolve unobservable parameters for three-dimensional optical bio-imaging. ICASSP 2014: 1621-1625 - [c3]Pei Yuan Wu, Chi-Chen Fang, J. Morris Chang, Stephen B. Gilbert, Sun-Yuan Kung:
Cost-effective kernel ridge regression implementation for keystroke-based active authentication system. ICASSP 2014: 6028-6032 - 2013
- [j3]J. Morris Chang, Chi-Chen Fang, Kuan-Hsing Ho, Norene Kelly, Pei Yuan Wu, Yixiao Ding, Chris Chu, Stephen B. Gilbert, Ahmed E. Kamal, Sun-Yuan Kung:
Capturing Cognitive Fingerprints from Keystroke Dynamics. IT Prof. 15(4): 24-28 (2013) - 2012
- [c2]Sun-Yuan Kung, Pei Yuan Wu:
On efficient learning and classification kernel methods. ICASSP 2012: 2065-2068 - [c1]Sun-Yuan Kung, Pei Yuan Wu:
Perturbation regulated kernel regressors for supervised machine learning. MLSP 2012: 1-6 - 2011
- [j2]Pei Yuan Wu:
Numerical ranges as circular discs. Appl. Math. Lett. 24(12): 2115-2117 (2011)
2000 – 2009
- 2000
- [j1]Pei Yuan Wu:
Polygons and Numerical Ranges. Am. Math. Mon. 107(6): 528-540 (2000)
Coauthor Index
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