Enhancing the Transferability of Adversarial Attacks with Stealth Preservation. - Xinwei Zhang 010; Tianyuan Zhang 004; Yitong Zhang; Shuangcheng Liu (CVPR Workshops, 2024)

Towards Robust Physical-world Backdoor Attacks on Lane Detection. - Xinwei Zhang 010; Aishan Liu; Tianyuan Zhang 004; Siyuan Liang 004; Xianglong Liu 001 (ACM Multimedia, 2024)

Module-wise Adaptive Adversarial Training for End-to-end Autonomous Driving. - Tianyuan Zhang 004; Lu Wang; Jiaqi Kang; Xinwei Zhang 010; Siyuan Liang 004; Yuwei Chen; Aishan Liu; Xianglong Liu 001 (CoRR, 2024)

Visual Adversarial Attack on Vision-Language Models for Autonomous Driving. - Tianyuan Zhang 004; Lu Wang; Xinwei Zhang 010; Yitong Zhang; Boyi Jia; Siyuan Liang 004; Shengshan Hu; Qiang Fu 006; Aishan Liu; Xianglong Liu 001 (CoRR, 2024)

BDefects4NN: A Backdoor Defect Database for Controlled Localization Studies in Neural Networks. - Yisong Xiao; Aishan Liu; Xinwei Zhang 010; Tianyuan Zhang 004; Tianlin Li; Siyuan Liang 004; Xianglong Liu 001; Yang Liu 088; Dacheng Tao (ICSE, 2025)

Pre-trained Trojan Attacks for Visual Recognition. - Aishan Liu; Xianglong Liu 001; Xinwei Zhang 010; Yisong Xiao; Yuguang Zhou; Siyuan Liang 004; Jiakai Wang; Xiaochun Cao; Dacheng Tao (Int. J. Comput. Vis., 2025)