2021 Adversarial Neuron Pruning Purifies Backdoored Deep Models Dongxian Wu, and Yisen Wang In NeurIPS, 2021 PDF Code Slides Universal Adversarial Head: Practical Protection against Video Data Leakage Jiawang Bai, Bin Chen, Dongxian Wu, Chaoning Zhang, and Shu-Tao Xia In ICML Workshop on AML, 2021 PDF 2020 Adversarial Weight Perturbation Helps Robust Generalization Dongxian Wu, Shu-Tao Xia, and Yisen Wang In NeurIPS, 2020 PDF Code Skip Connections Matter: On the Transferability of Adversarial Examples Generated with Resnets Dongxian Wu, Yisen Wang, Shu-Tao Xia, James Bailey, and Xingjun Ma In ICLR Spotlight, 2020 PDF Code Targeted attack for deep hashing based retrieval Jiawang Bai, Bin Chen, Yiming Li, Dongxian Wu, Weiwei Guo, Shu-tao Xia, and En-hui Yang In ECCV Oral, 2020 PDF Code Matrix smoothing: A regularization for DNN with transition matrix under noisy labels Xianbin Lv, Dongxian Wu, and Shu-Tao Xia In ICME Oral, 2020 PDF Temporal Calibrated Regularization for Robust Noisy Label Learning Dongxian Wu, Yisen Wang, Zhuobin Zheng, and Shu-Tao Xia In IJCNN, 2020 PDF