Improving Federated Learning Face Recognition via Privacy-Agnostic Clusters. - Qiang Meng; Feng Zhou 002; Hainan Ren; Tianshu Feng; Guochao Liu; Yuanqing Lin (ICLR, 2022)

Detecting Multimedia Generated by Large AI Models: A Survey. - Li Lin; Neeraj Gupta; Yue Zhang; Hainan Ren; Chun-Hao Liu; Feng Ding 007; Xin Wang 045; Xin Li 005; Luisa Verdoliva; Shu Hu 001 (CoRR, 2024)

Improving Generalization for AI-Synthesized Voice Detection. - Hainan Ren; Li Lin; Chun-Hao Liu; Xin Wang; Shu Hu 001 (AAAI, 2025)