Yan, Zhiyuan

21 publications

NeurIPS 2025 BLINK-Twice: You See, but Do You Observe? a Reasoning Benchmark on Visual Perception Junyan Ye, Dongzhi Jiang, Jun He, Baichuan Zhou, Zilong Huang, Zhiyuan Yan, Hongsheng Li, Conghui He, Weijia Li

NeurIPS 2025 Beyond Chemical QA: Evaluating LLM's Chemical Reasoning with Modular Chemical Operations Li Hao, He Cao, Bin Feng, Daniel Shao, Xiangru Tang, Zhiyuan Yan, Yonghong Tian, Li Yuan, Yu Li

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

AAAI 2025 Exploring Unbiased Deepfake Detection via Token-Level Shuffling and Mixing Xinghe Fu, Zhiyuan Yan, Taiping Yao, Shen Chen, Xi Li

NeurIPS 2025 From Specificity to Generality: Revisiting Generalizable Artifacts in Detecting Face Deepfakes Long Ma, Zhiyuan Yan, Jin Xu, Yize Chen, Qinglang Guo, Zhen Bi, Yong Liao, Hui Lin

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

CVPR 2025 Generalizing Deepfake Video Detection with Plug-and-Play: Video-Level Blending and Spatiotemporal Adapter Tuning Zhiyuan Yan, Yandan Zhao, Shen Chen, Mingyi Guo, Xinghe Fu, Taiping Yao, Shouhong Ding, Yunsheng Wu, Li Yuan

NeurIPS 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

NeurIPS 2025 ImgEdit: A Unified Image Editing Dataset and Benchmark Yang Ye, Xianyi He, Zongjian Li, Bin Lin, Shenghai Yuan, Zhiyuan Yan, Bohan Hou, Li Yuan

ICML 2025 Orthogonal Subspace Decomposition for Generalizable AI-Generated Image Detection Zhiyuan Yan, Jiangming Wang, Peng Jin, Ke-Yue Zhang, Chengchun Liu, Shen Chen, Taiping Yao, Shouhong Ding, Baoyuan Wu, Li Yuan

ICML 2025 PiD: Generalized AI-Generated Images Detection with Pixelwise Decomposition Residuals Xinghe Fu, Zhiyuan Yan, Zheng Yang, Taiping Yao, Yandan Zhao, Shouhong Ding, Xi Li

CVPR 2025 Stacking Brick by Brick: Aligned Feature Isolation for Incremental Face Forgery Detection Jikang Cheng, Zhiyuan Yan, Ying Zhang, Li Hao, Jiaxin Ai, Qin Zou, Chen Li, Zhongyuan Wang

NeurIPS 2025 X2-DFD: A Framework for Explainable and Extendable Deepfake Detection Yize Chen, Zhiyuan Yan, Guangliang Cheng, Kangran Zhao, Siwei Lyu, Baoyuan Wu

CVPRW 2024 Can ChatGPT Detect DeepFakes? a Study of Using Multimodal Large Language Models for Media Forensics Shan Jia, Reilin Lyu, Kangran Zhao, Yize Chen, Zhiyuan Yan, Yan Ju, Chuanbo Hu, Xin Li, Baoyuan Wu, Siwei Lyu

NeurIPS 2024 Can We Leave Deepfake Data Behind in Training Deepfake Detector? Jikang Cheng, Zhiyuan Yan, Ying Zhang, Yuhao Luo, Zhongyuan Wang, Chen Li

NeurIPS 2024 DF40: Toward Next-Generation Deepfake Detection Zhiyuan Yan, Taiping Yao, Shen Chen, Yandan Zhao, Xinghe Fu, Junwei Zhu, Donghao Luo, Chengjie Wang, Shouhong Ding, Yunsheng Wu, Li Yuan

NeurIPS 2024 Error Correction Output Codes for Robust Neural Networks Against Weight-Errors: A Neural Tangent Kernel Point of View Anlan Yu, Shusen Jing, Ning Lyu, Wujie Wen, Zhiyuan Yan

CVPR 2024 Transcending Forgery Specificity with Latent Space Augmentation for Generalizable Deepfake Detection Zhiyuan Yan, Yuhao Luo, Siwei Lyu, Qingshan Liu, Baoyuan Wu

ICML 2023 COLA: Orchestrating Error Coding and Learning for Robust Neural Network Inference Against Hardware Defects Anlan Yu, Ning Lyu, Jieming Yin, Zhiyuan Yan, Wujie Wen

NeurIPS 2023 DeepfakeBench: A Comprehensive Benchmark of Deepfake Detection Zhiyuan Yan, Yong Zhang, Xinhang Yuan, Siwei Lyu, Baoyuan Wu

ICCV 2023 UCF: Uncovering Common Features for Generalizable Deepfake Detection Zhiyuan Yan, Yong Zhang, Yanbo Fan, Baoyuan Wu