Generalization-Preserved Learning: Closing the Backdoor to Catastrophic Forgetting in Continual Deepfake Detection. - Xueyi Zhang 001; Peiyin Zhu; Chengwei Zhang; Zhiyuan Yan 002; Jikang Cheng; Mingrui Lao; Siqi Cai 002; Yanming Guo (ICCV, 2025)

Event-Based Binary Neural Networks for Efficient and Accurate Lip Reading. - Xueyi Zhang; Jialu Sun; Peiyin Zhu; Bowen Wang; Mingrui Lao; Yanming Guo (MLIC, 2025)

Choose Your Expert: Uncertainty-Guided Expert Selection for Continual Deepfake Detection. - Xueyi Zhang 001; Peiyin Zhu; Jinping Sui; Xiaoda Yang; Jiahe Tian; Mingrui Lao; Siqi Cai 002; Yanming Guo; Jun Tang 001 (ACM Multimedia, 2025)

TrustCLIP: Learning from Noisy Labels via Semantic Label Verification and Trust-aligned Gradient Projection. - Xueyi Zhang 001; Peiyin Zhu; Yuan Liao; Xiyu Wang; Mingrui Lao; Siqi Cai 002; Yanming Guo; Haizhou Li 001 (ACM Multimedia, 2025)