Uncovering what, why and How: A Comprehensive Benchmark for Causation Understanding of Video Anomaly. - Hang Du; Sicheng Zhang; Binzhu Xie; Guoshun Nan; Jiayang Zhang; Junrui Xu; Hangyu Liu 001; Sicong Leng; Jiangming Liu; Hehe Fan; Dajiu Huang; Jing Feng; et al. (CVPR, 2024)

Enhancing Adversarial Transferability via Component-Wise Augmentation Method. - Hangyu Liu 001; Bo Peng 012; Pengxiang Ding; Donglin Wang (CoRR, 2025)

Rethinking Target Label Conditioning in Adversarial Attacks: A 2D Tensor-Guided Generative Approach. - Hangyu Liu 001; Bo Peng 012; Pengxiang Ding; Donglin Wang (CoRR, 2025)