Targeted Attack for Deep Hashing Based Retrieval. - Jiawang Bai; Bin Chen 011; Yiming Li 004; Dongxian Wu; Weiwei Guo; Shu-Tao Xia; En-Hui Yang (ECCV (1), 2020)

Skip Connections Matter: On the Transferability of Adversarial Examples Generated with ResNets. - Dongxian Wu; Yisen Wang 001; Shu-Tao Xia; James Bailey 001; Xingjun Ma (ICLR, 2020)

Matrix Smoothing: A Regularization For Dnn With Transition Matrix Under Noisy Labels. - Xianbin Lv; Dongxian Wu; Shu-Tao Xia (ICME, 2020)

Temporal Calibrated Regularization for Robust Noisy Label Learning. - Dongxian Wu; Yisen Wang 001; Zhuobin Zheng; Shu-Tao Xia (IJCNN, 2020)

DIPDefend: Deep Image Prior Driven Defense against Adversarial Examples. - Tao Dai 001; Yan Feng; Dongxian Wu; Bin Chen 011; Jian Lu 002; Yong Jiang 001; Shu-Tao Xia (ACM Multimedia, 2020)

Adversarial Weight Perturbation Helps Robust Generalization. - Dongxian Wu; Shu-Tao Xia; Yisen Wang 001 (NeurIPS, 2020)

Revisiting Loss Landscape for Adversarial Robustness. - Dongxian Wu; Yisen Wang 001; Shutao Xia (CoRR, 2020)

Adversarial Neuron Pruning Purifies Backdoored Deep Models. - Dongxian Wu; Yisen Wang 001 (NeurIPS, 2021)

Clean-label Backdoor Attack against Deep Hashing based Retrieval. - Kuofeng Gao; Jiawang Bai; Bin Chen 011; Dongxian Wu; Shu-Tao Xia (CoRR, 2021)

When Adversarial Training Meets Vision Transformers: Recipes from Training to Architecture. - Yichuan Mo; Dongxian Wu; Yifei Wang 001; Yiwen Guo; Yisen Wang 001 (NeurIPS, 2022)

Backdoor Attack on Hash-based Image Retrieval via Clean-label Data Poisoning. - Kuofeng Gao; Jiawang Bai; Bin Chen 011; Dongxian Wu; Shu-Tao Xia (BMVC, 2023)

Towards Robust Model Watermark via Reducing Parametric Vulnerability. - Guanhao Gan; Yiming Li 004; Dongxian Wu; Shu-Tao Xia (ICCV, 2023)

Not All Samples Are Born Equal: Towards Effective Clean-Label Backdoor Attacks. - Yinghua Gao; Yiming Li 004; Linghui Zhu; Dongxian Wu; Yong Jiang 001; Shu-Tao Xia (Pattern Recognit., 2023)

On the Adversarial Transferability of Generalized "Skip Connections". - Yisen Wang 001; Yichuan Mo; Dongxian Wu; Mingjie Li 007; Xingjun Ma; Zhouchen Lin (CoRR, 2024)

On the Effectiveness of Adversarial Training Against Backdoor Attacks. - Yinghua Gao; Dongxian Wu; Jingfeng Zhang; Guanhao Gan; Shu-Tao Xia; Gang Niu 001; Masashi Sugiyama (IEEE Trans. Neural Networks Learn. Syst., 2024)