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Barrier functions enable safety-conscious force-feedback control


Sep 25, 2022
Charles Dawson, Austin Garrett, Falk Pollok, Yang Zhang, Chuchu Fan


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Rethinking Missing Data: Aleatoric Uncertainty-Aware Recommendation


Sep 22, 2022
Chenxu Wang, Fuli Feng, Yang Zhang, Qifan Wang, Xunhan Hu, Xiangnan He


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Fairness Reprogramming


Sep 21, 2022
Guanhua Zhang, Yihua Zhang, Yang Zhang, Wenqi Fan, Qing Li, Sijia Liu, Shiyu Chang


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Photoacoustic vector tomography for deep hemodynamic imaging


Sep 19, 2022
Yang Zhang, Joshua Olick-Gibson, Anjul Khadria, Lihong V. Wang


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Predicting Protein-Ligand Binding Affinity via Joint Global-Local Interaction Modeling


Sep 18, 2022
Yang Zhang, Gengmo Zhou, Zhewei Wei, Hongteng Xu


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Why So Toxic? Measuring and Triggering Toxic Behavior in Open-Domain Chatbots


Sep 09, 2022
Wai Man Si, Michael Backes, Jeremy Blackburn, Emiliano De Cristofaro, Gianluca Stringhini, Savvas Zannettou, Yang Zhang

* Published in ACM CCS 2022. Please cite the CCS version 

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On the Privacy Risks of Cell-Based NAS Architectures


Sep 04, 2022
Hai Huang, Zhikun Zhang, Yun Shen, Michael Backes, Qi Li, Yang Zhang

* Accepted by CCS 2022 

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Membership Inference Attacks by Exploiting Loss Trajectory


Aug 31, 2022
Yiyong Liu, Zhengyu Zhao, Michael Backes, Yang Zhang

* Accepted by CCS 2022 

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Auditing Membership Leakages of Multi-Exit Networks


Aug 23, 2022
Zheng Li, Yiyong Liu, Xinlei He, Ning Yu, Michael Backes, Yang Zhang

* Accepted by CCS 2022 

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Membership-Doctor: Comprehensive Assessment of Membership Inference Against Machine Learning Models


Aug 22, 2022
Xinlei He, Zheng Li, Weilin Xu, Cory Cornelius, Yang Zhang


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