Pin-Yu Chen - Google Scholar

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	All	Since 2015
Citations	3191	3022
h-index	30	29
i10-index	61	56

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20122013201420152016201720182019202025 58 75 132 189 212 503 977 989

Co-authors

Sijia LiuResearch Staff Member, MIT-IBM Watson AI Lab, IBM ResearchVerified email at ibm.com
Shin-Ming ChengAssociate Professor, Dept. of CSIE, National Taiwan University of Science and TechnologyVerified email at mail.ntust.edu.tw
Alfred HeroJohn H Holland Distinguished University Professor, University of MichiganVerified email at eecs.umich.edu
Cho-Jui HsiehUniversity of California, Los AngelesVerified email at cs.ucla.edu
Kwang-cheng ChenProfessor, Department of Electrical Engineering, University of South FloridaVerified email at usf.edu
Huan ZhangUCLA (previously UC Davis)Verified email at ucla.edu
Jinfeng Yi (易津锋)JD AI ResearchVerified email at jd.com
Yash SharmaUniversity of Tübingen, Max Planck Institute for Intelligent SystemsVerified email at bethgelab.org
Tsui-Wei WengMITVerified email at mit.edu
Xue LinNortheastern UniversityVerified email at northeastern.edu
Paishun TingUniversity of Michigan - Ann ArborVerified email at umich.edu
Weng Chon AoQualcommVerified email at usc.edu
Amit DhurandharRSM, IBMVerified email at us.ibm.com
Hongge ChenPhD student, MIT EECSVerified email at mit.edu
Karthikeyan ShanmugamResearch Staff Member, IBM ResearchVerified email at ibm.com
Chun-Chen TuUniversity of MichiganVerified email at umich.edu
Kaidi XuNortheastern UniversityVerified email at husky.neu.edu
Minhao ChengPhD student, University of California, Los AngelesVerified email at cs.ucla.edu
Lingfei Wu (吴凌飞)IBM T. J. Watson Research CenterVerified email at email.wm.edu
Ronny LussIBM ResearchVerified email at us.ibm.com

Pin-Yu Chen

Research Staff Member, IBM Research AI; MIT-IBM Watson AI Lab; RPI-IBM AIRC

Verified email at ibm.com - Homepage

Trustworthy Machine Learning Adversarial Machine Learning Adversarial Robustness AI Security Graph Signal Processing


Title Sort by citations Sort by year Sort by title	Cited by Cited by	Year
ZOO: Zeroth Order Optimization based Black-box Attacks to Deep Neural Networks without Training Substitute Models PY Chen, H Zhang, Y Sharma, J Yi, CJ Hsieh ACM CCS Workshop on AI and Security, 2017	414	2017
EAD: Elastic-Net Attacks to Deep Neural Networks via Adversarial Examples PY Chen, Y Sharma, H Zhang, J Yi, CJ Hsieh AAAI 2018, 2017	225	2017
Smart attacks in smart grid communication networks PY Chen, SM Cheng, KC Chen IEEE Communications Magazine 50 (8), 24-29, 2012	179	2012
Efficient Neural Network Robustness Certification with General Activation Functions H Zhang, TW Weng, PY Chen, CJ Hsieh, L Daniel NeurIPS 2018, 2018	125	2018
On modeling malware propagation in generalized social networks SM Cheng, WC Ao, PY Chen, KC Chen IEEE Communications Letters 15 (1), 25-27, 2011	116	2011
Evaluating the Robustness of Neural Networks: An Extreme Value Theory Approach TW Weng, H Zhang, PY Chen, J Yi, D Su, Y Gao, CJ Hsieh, L Daniel ICLR 2018, 2018	104	2018
Is Robustness the Cost of Accuracy?--A Comprehensive Study on the Robustness of 18 Deep Image Classification Models D Su, H Zhang, H Chen, J Yi, PY Chen, Y Gao ECCV 2018, 2018	98	2018
Query-efficient hard-label black-box attack: An optimization-based approach M Cheng, T Le, PY Chen, J Yi, H Zhang, CJ Hsieh ICLR 2019, 2018	91	2018
AutoZOOM: Autoencoder-based Zeroth Order Optimization Method for Attacking Black-box Neural Networks CC Tu, P Ting, PY Chen, S Liu, H Zhang, J Yi, CJ Hsieh, SM Cheng AAAI 2019 (oral presentation), 2018	80	2018
Explanations based on the Missing: Towards Contrastive Explanations with Pertinent Negatives A Dhurandhar, PY Chen, R Luss, CC Tu, P Ting, K Shanmugam, P Das NeurIPS 2018, 2018	79	2018
Attacking visual language grounding with adversarial examples: A case study on neural image captioning H Chen, H Zhang, PY Chen, J Yi, CJ Hsieh ACL 2018 (Long Papers) 1, 2587-2597, 2018	79*	2018
Information Fusion to Defend Intentional Attack in Internet of Things PY Chen, SM Cheng, KC Chen IEEE Internet of Things Journal, 2014	72	2014
Seq2sick: Evaluating the robustness of sequence-to-sequence models with adversarial examples M Cheng, J Yi, H Zhang, PY Chen, CJ Hsieh AAAI 2020, 2018	69	2018
Optimal Control of Epidemic Information Dissemination Over Networks PY Chen, SM Cheng, KC Chen IEEE Transactions on Cybernetics, 2014	68	2014
Attacking the Madry defense model with -based adversarial examples Y Sharma, PY Chen ICLR 2018 Workshop, 2017	61*	2017
Structured Adversarial Attack: Towards General Implementation and Better Interpretability K Xu, S Liu, P Zhao, PY Chen, H Zhang, D Erdogmus, Y Wang, X Lin ICLR 2019, 2018	48	2018
Deep Community Detection PY Chen, AO Hero IEEE Transactions on Signal Processing, 2014	47	2014
Zeroth-Order Stochastic Variance Reduction for Nonconvex Optimization S Liu, B Kailkhura, PY Chen, P Ting, S Chang, L Amini NeurIPS 2018, 2018	43	2018
Information epidemics in complex networks with opportunistic links and dynamic topology PY Chen, KC Chen IEEE GLOBECOM 2010, 1-6, 2010	43	2010
Zeroth-Order Online Alternating Direction Method of Multipliers: Convergence Analysis and Applications S Liu, J Chen, PY Chen, AO Hero AISTATS 2018, 2017	40	2017

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