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个人简介
Dr. Chen’s recent research is on adversarial machine learning and robustness of neural networks. His long-term research vision is building trustworthy machine learning systems. He has published more than 20 papers on trustworthy machine learning at major AI and machine learning conferences, given tutorials at CVPR’20, ECCV’20, ICASSP’20, KDD’19 and Big Data’18, and co-organized several workshops for adversarial machine learning. His research interest also includes graph and network data analytics and their applications to data mining, machine learning, signal processing, and cyber security. He was the recipient of the Chia-Lun Lo Fellowship from the University of Michigan Ann Arbor. He received the NIPS 2017 Best Reviewer Award, and was also the recipient of the IEEE GLOBECOM 2010 GOLD Best Paper Award. Dr. Chen is currently on the editorial board of PLOS ONE.
At IBM Research, Dr. Chen has co-invented more than 20 U.S. patents. In 2019, he received two Outstanding Research Accomplishments on research in adversarial robustness and trusted AI, and one Research Accomplishment on research in graph learning and analysis.
At IBM Research, Dr. Chen has co-invented more than 20 U.S. patents. In 2019, he received two Outstanding Research Accomplishments on research in adversarial robustness and trusted AI, and one Research Accomplishment on research in graph learning and analysis.
研究兴趣
论文共 410 篇作者统计合作学者相似作者
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CoRR (2024)
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Yihua Zhang, Pingzhi Li,Junyuan Hong, Jiaxiang Li, Yimeng Zhang,Wenqing Zheng,Pin-Yu Chen,Jason D. Lee,Wotao Yin,Mingyi Hong,Zhangyang Wang,Sijia Liu,
CoRR (2024)
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Payel Das,Subhajit Chaudhury, Elliot Nelson,Igor Melnyk, Sarath Swaminathan,Sihui Dai,Aurélie Lozano,Georgios Kollias,Vijil Chenthamarakshan, Jiří, Navrátil,Soham Dan,
CoRR (2024)
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IEEE Journal of Selected Topics in Signal Processingno. 99 (2024): 1-15
Swapnaja Achintalwar, Adriana Alvarado Garcia, Ateret Anaby-Tavor, Ioana Baldini, Sara E. Berger, Bishwaranjan Bhattacharjee,Djallel Bouneffouf, Subhajit Chaudhury,Pin-Yu Chen, Lamogha Chiazor, Elizabeth M. Daly, Rogério Abreu de Paula,
CoRR (2024)
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Heshan Fernando,Lisha Chen,Songtao Lu,Pin-Yu Chen,Miao Liu,Subhajit Chaudhury,Keerthiram Murugesan, Gaowen Liu,Meng Wang,Tianyi Chen
ICASSP 2024 - 2024 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)pp.6975-6979, (2024)
AAAI 2024no. 20 (2024): 22584-22591
Ryan L'Abbate, Anthony D'Onofrio Jr.,Samuel Stein,Samuel Yen-Chi Chen,Ang Li,Pin-Yu Chen, Juntao Chen,Ying Mao
IEEE Transactions on Quantum Engineeringno. 99 (2024): 1-13
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