Face Anti-Spoofing via Disentangled Representation Learning. - Ke-Yue Zhang; Taiping Yao; Jian Zhang 079; Ying Tai; Shouhong Ding; Jilin Li; Feiyue Huang; Haichuan Song; Lizhuang Ma (ECCV (19), 2020)

Structure Destruction and Content Combination for Face Anti-Spoofing. - Ke-Yue Zhang; Taiping Yao; Jian Zhang 079; Shice Liu; Bangjie Yin; Shouhong Ding; Jilin Li (IJCB, 2021)

A Dual-stream Framework for 3D Mask Face Presentation Attack Detection. - Shen Chen; Taiping Yao; Ke-Yue Zhang; Yang Chen; Ke Sun 016; Shouhong Ding; Jilin Li; Feiyue Huang; Rongrong Ji (ICCVW, 2021)

An End-to-end Efficient Framework for Remote Physiological Signal Sensing. - Chengyang Hu; Ke-Yue Zhang; Taiping Yao; Shouhong Ding; Jilin Li; Feiyue Huang; Lizhuang Ma (ICCVW, 2021)

Dual Reweighting Domain Generalization for Face Presentation Attack Detection. - Shubao Liu; Ke-Yue Zhang; Taiping Yao; Kekai Sheng; Shouhong Ding; Ying Tai; Jilin Li; Yuan Xie 006; Lizhuang Ma (IJCAI, 2021)

Adaptive Normalized Representation Learning for Generalizable Face Anti-Spoofing. - Shubao Liu; Ke-Yue Zhang; Taiping Yao; Mingwei Bi; Shouhong Ding; Jilin Li; Feiyue Huang; Lizhuang Ma (ACM Multimedia, 2021)

Generative Domain Adaptation for Face Anti-Spoofing. - Qianyu Zhou 001; Ke-Yue Zhang; Taiping Yao; Ran Yi; Kekai Sheng; Shouhong Ding; Lizhuang Ma (ECCV (5), 2022)

Adaptive Mixture of Experts Learning for Generalizable Face Anti-Spoofing. - Qianyu Zhou 001; Ke-Yue Zhang; Taiping Yao; Ran Yi; Shouhong Ding; Lizhuang Ma (ACM Multimedia, 2022)

Structure Destruction and Content Combination for Generalizable Anti-Spoofing. - Chengyang Hu; Junyi Cao; Ke-Yue Zhang; Taiping Yao; Shouhong Ding; Lizhuang Ma (IEEE Trans. Biom. Behav. Identity Sci., 2022)

Instance-Aware Domain Generalization for Face Anti-Spoofing. - Qianyu Zhou 001; Ke-Yue Zhang; Taiping Yao; Xuequan Lu; Ran Yi; Shouhong Ding; Lizhuang Ma (CVPR, 2023)

Domain-Hallucinated Updating for Multi-Domain Face Anti-spoofing. - Chengyang Hu; Ke-Yue Zhang; Taiping Yao; Shice Liu; Shouhong Ding; Xin Tan 002; Lizhuang Ma (AAAI, 2024)

Test-Time Domain Generalization for Face Anti-Spoofing. - Qianyu Zhou 001; Ke-Yue Zhang; Taiping Yao; Xuequan Lu; Shouhong Ding; Lizhuang Ma (CVPR, 2024)

Rethinking Generalizable Face Anti-Spoofing via Hierarchical Prototype-Guided Distribution Refinement in Hyperbolic Space. - Chengyang Hu; Ke-Yue Zhang; Taiping Yao; Shouhong Ding; Lizhuang Ma (CVPR, 2024)

TF-FAS: Twofold-Element Fine-Grained Semantic Guidance for Generalizable Face Anti-spoofing. - Xudong Wang; Ke-Yue Zhang; Taiping Yao; Qianyu Zhou 001; Shouhong Ding; Pingyang Dai; Rongrong Ji (ECCV (7), 2024)

Decoupled Data Augmentation for Improving Image Classification. - Ruoxin Chen; Zhe Wang; Ke-Yue Zhang; Shuang Wu 001; Jiamu Sun; Shouli Wang; Taiping Yao; Shouhong Ding (CoRR, 2024)

Effort: Efficient Orthogonal Modeling for Generalizable AI-Generated Image Detection. - Zhiyuan Yan 002; Jiangming Wang; Zhendong Wang; Peng Jin; Ke-Yue Zhang; Shen Chen; Taiping Yao; Shouhong Ding; Baoyuan Wu; Li Yuan (CoRR, 2024)

Towards Unified Defense for Face Forgery and Spoofing Attacks via Dual Space Reconstruction Learning. - Junyi Cao; Ke-Yue Zhang; Taiping Yao; Shouhong Ding; Xiaokang Yang 001; Chao Ma 004 (Int. J. Comput. Vis., 2024)

Instruct Where the Model Fails: Generative Data Augmentation via Guided Self-contrastive Fine-tuning. - Weijian Ma; Ruoxin Chen; Ke-Yue Zhang; Shuang Wu 001; Shouhong Ding (AAAI, 2025)

All Patches Matter, More Patches Better: Enhance AI-Generated Image Detection via Panoptic Patch Learning. - Zheng Yang; Ruoxin Chen; Zhiyuan Yan; Ke-Yue Zhang; Xinghe Fu; Shuang Wu; Xiujun Shu; Taiping Yao; Junchi Yan; Shouhong Ding; Xi Li (CoRR, 2025)

Pushing the Limits of Low-Bit Optimizers: A Focus on EMA Dynamics. - Cong Xu; Wenbin Liang; Mo Yu; Anan Liu; Ke-Yue Zhang; Lizhuang Ma; Jianyong Wang 001; Jun Wang 006; Wei Zhang 056 (CoRR, 2025)

Dual Data Alignment Makes AI-Generated Image Detector Easier Generalizable. - Ruoxin Chen; Junwei Xi; Zhiyuan Yan; Ke-Yue Zhang; Shuang Wu 001; Jingyi Xie; Xu Chen; Lei Xu; Isabel Guan; Taiping Yao; Shouhong Ding (CoRR, 2025)

Guard Me If You Know Me: Protecting Specific Face-Identity from Deepfakes. - Kaiqing Lin; Zhiyuan Yan; Ke-Yue Zhang; Li Hao; Yue Zhou; Yuzhen Lin; Weixiang Li; Taiping Yao; Shouhong Ding; Bin Li 011 (CoRR, 2025)