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Ranking Cost: Building An Efficient and Scalable Circuit Routing Planner with Evolution-Based Optimization


Oct 08, 2021
Shiyu Huang, Bin Wang, Dong Li, Jianye Hao, Ting Chen, Jun Zhu


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Adversarial Semantic Contour for Object Detection


Sep 30, 2021
Yichi Zhang, Zijian Zhu, Xiao Yang, Jun Zhu

* Accepted by ICML2021 Workshop on Adversarial Machine Learning 

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Query-based Adversarial Attacks on Graph with Fake Nodes


Sep 27, 2021
Zhengyi Wang, Zhongkai Hao, Hang Su, Jun Zhu


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Tianshou: a Highly Modularized Deep Reinforcement Learning Library


Jul 29, 2021
Jiayi Weng, Huayu Chen, Dong Yan, Kaichao You, Alexis Duburcq, Minghao Zhang, Hang Su, Jun Zhu

* 16 pages, 5 figures, 6 tables 

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Query2Label: A Simple Transformer Way to Multi-Label Classification


Jul 22, 2021
Shilong Liu, Lei Zhang, Xiao Yang, Hang Su, Jun Zhu


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On the Convergence of Prior-Guided Zeroth-Order Optimization Algorithms


Jul 21, 2021
Shuyu Cheng, Guoqiang Wu, Jun Zhu

* Code available at https://github.com/csy530216/pg-zoo 

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Boosting Transferability of Targeted Adversarial Examples via Hierarchical Generative Networks


Jul 05, 2021
Xiao Yang, Yinpeng Dong, Tianyu Pang, Hang Su, Jun Zhu


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Understanding Adversarial Attacks on Observations in Deep Reinforcement Learning


Jun 30, 2021
You Qiaoben, Chengyang Ying, Xinning Zhou, Hang Su, Jun Zhu, Bo Zhang


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Regularized OFU: an Efficient UCB Estimator forNon-linear Contextual Bandit


Jun 29, 2021
Yichi Zhou, Shihong Song, Huishuai Zhang, Jun Zhu, Wei Chen, Tie-Yan Liu


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Improving Transferability of Adversarial Patches on Face Recognition with Generative Models


Jun 29, 2021
Zihao Xiao, Xianfeng Gao, Chilin Fu, Yinpeng Dong, Wei Gao, Xiaolu Zhang, Jun Zhou, Jun Zhu

* Accpeted by CVPR 2021. Based on the camera ready version, some typos are fixed 

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