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Fast and Reliable Evaluation of Adversarial Robustness with Minimum-Margin Attack


Jun 15, 2022
Ruize Gao, Jiongxiao Wang, Kaiwen Zhou, Feng Liu, Binghui Xie, Gang Niu, Bo Han, James Cheng


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Deep Reinforcement Learning for Solving the Heterogeneous Capacitated Vehicle Routing Problem


Oct 06, 2021
Jingwen Li, Yining Ma, Ruize Gao, Zhiguang Cao, Andrew Lim, Wen Song, Jie Zhang

* This paper has been accepted at IEEE Transactions on Cybernetics 

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Local Reweighting for Adversarial Training


Jun 30, 2021
Ruize Gao, Feng Liu, Kaiwen Zhou, Gang Niu, Bo Han, James Cheng


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Maximum Mean Discrepancy is Aware of Adversarial Attacks


Oct 22, 2020
Ruize Gao, Feng Liu, Jingfeng Zhang, Bo Han, Tongliang Liu, Gang Niu, Masashi Sugiyama


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