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Zhiyuan Yan

Peking University, Shenzhen Graduate School, School of Electronic and Computer Engineering, China

16 papers at tracked venues · 16 at CORE A* · active 2024–2025

DBLP profile ↗ORCID 0009-0002-7242-5828 ↗Google Scholar ↗Homepage ↗

Venues

NeurIPS ×8CVPR ×4ICML ×2AAAI ×1ICCV ×1

Frequent coauthors

Taiping Yao
×7
Shouhong Ding
×6
Li Yuan
×5
Xinghe Fu
×4
Shen Chen
×4
Baoyuan Wu
×4
Ke-Yue Zhang
×3
Jikang Cheng
×3
Yandan Zhao
×3
Siwei Lyu
×3
Xi Li
×2
Yunsheng Wu
×2

Papers

  1. BLINK-Twice: You see, but do you observe? A Reasoning Benchmark on Visual Perception
    NeurIPS 2025 ·
    Junyan Ye
    ,
    Dongzhi Jiang
    ,
    Jun He
    ,
    Baichuan Zhou
    ,
    Zilong Huang
    , Zhiyuan Yan,
    Hongsheng Li
    ,
    Conghui He
    ,
    Weijia Li
  2. Beyond Chemical QA: Evaluating LLM's Chemical Reasoning with Modular Chemical Operations
    NeurIPS 2025 ·
    Hao Li
    ,
    He Cao
    ,
    Bin Feng
    ,
    Daniel Shao
    ,
    Robert Tang
    , Zhiyuan Yan,
    Yonghong Tian
    ,
    Li Yuan
    ,
    Yu Li
  3. Dual Data Alignment Makes AI-Generated Image Detector Easier Generalizable
    NeurIPS 2025 ·
    Ruoxin Chen
    ,
    Junwei Xi
    , Zhiyuan Yan,
    Ke-Yue Zhang
    ,
    Shuang Wu
    ,
    Jingyi Xie
    ,
    Xu Chen
    ,
    Lei Xu
    ,
    Isabel Guan
    ,
    Taiping Yao
    ,
    Shouhong Ding
  4. Exploring Unbiased Deepfake Detection via Token-Level Shuffling and Mixing
    AAAI 2025 ·
    Xinghe Fu
    , Zhiyuan Yan,
    Taiping Yao
    ,
    Shen Chen
    ,
    Xi Li
  5. Generalization-Preserved Learning: Closing the Backdoor to Catastrophic Forgetting in Continual Deepfake Detection
    ICCV 2025 ·
    Xueyi Zhang
    ,
    Peiyin Zhu
    ,
    Chengwei Zhang
    , Zhiyuan Yan,
    Jikang Cheng
    ,
    Mingrui Lao
    ,
    Siqi Cai
    ,
    Yanming Guo
  6. Generalizing Deepfake Video Detection with Plug-and-Play: Video-Level Blending and Spatiotemporal Adapter Tuning
    CVPR 2025 · Zhiyuan Yan,
    Yandan Zhao
    ,
    Shen Chen
    ,
    Mingyi Guo
    ,
    Xinghe Fu
    ,
    Taiping Yao
    ,
    Shouhong Ding
    ,
    Yunsheng Wu
    ,
    Li Yuan
  7. Guard Me If You Know Me: Protecting Specific Face-Identity from Deepfakes
    NeurIPS 2025 ·
    Kaiqing Lin
    , Zhiyuan Yan,
    Ke-Yue Zhang
    ,
    Li Hao
    ,
    Yue Zhou
    ,
    Yuzhen Lin
    ,
    Weixiang Li
    ,
    Taiping Yao
    ,
    Shouhong Ding
    ,
    Bin Li
  8. ImgEdit: A Unified Image Editing Dataset and Benchmark
    NeurIPS 2025 ·
    Yang Ye
    ,
    Xianyi He
    ,
    Zongjian Li
    ,
    Bin Lin
    ,
    Shenghai Yuan
    , Zhiyuan Yan,
    Bohan Hou
    ,
    Li Yuan
  9. Orthogonal Subspace Decomposition for Generalizable AI-Generated Image Detection
    ICML 2025 · Zhiyuan Yan,
    Jiangming Wang
    ,
    Peng Jin
    ,
    Ke-Yue Zhang
    ,
    Chengchun Liu
    ,
    Shen Chen
    ,
    Taiping Yao
    ,
    Shouhong Ding
    ,
    Baoyuan Wu
    ,
    Li Yuan
  10. PiD: Generalized AI-Generated Images Detection with Pixelwise Decomposition Residuals
    ICML 2025 ·
    Xinghe Fu
    , Zhiyuan Yan,
    Zheng Yang
    ,
    Taiping Yao
    ,
    Yandan Zhao
    ,
    Shouhong Ding
    ,
    Xi Li
  11. Stacking Brick by Brick: Aligned Feature Isolation for Incremental Face Forgery Detection
    CVPR 2025 ·
    Jikang Cheng
    , Zhiyuan Yan,
    Ying Zhang
    ,
    Li Hao
    ,
    Jiaxin Ai
    ,
    Qin Zou
    ,
    Chen Li
    ,
    Zhongyuan Wang
  12. X2-DFD: A framework for explainable and extendable Deepfake Detection
    NeurIPS 2025 ·
    Yize Chen
    , Zhiyuan Yan,
    Guangliang Cheng
    ,
    Kangran Zhao
    ,
    Siwei Lyu
    ,
    Baoyuan Wu
  13. Can ChatGPT Detect DeepFakes? A Study of Using Multimodal Large Language Models for Media Forensics
    CVPR 2024 ·
    Shan Jia
    ,
    Reilin Lyu
    ,
    Kangran Zhao
    ,
    Yize Chen
    , Zhiyuan Yan,
    Yan Ju
    ,
    Chuanbo Hu
    ,
    Xin Li
    ,
    Baoyuan Wu
    ,
    Siwei Lyu
  14. Can We Leave Deepfake Data Behind in Training Deepfake Detector?
    NeurIPS 2024 ·
    Jikang Cheng
    , Zhiyuan Yan,
    Ying Zhang
    ,
    Yuhao Luo
    ,
    Zhongyuan Wang
    ,
    Chen Li
  15. DF40: Toward Next-Generation Deepfake Detection
    NeurIPS 2024 · Zhiyuan Yan,
    Taiping Yao
    ,
    Shen Chen
    ,
    Yandan Zhao
    ,
    Xinghe Fu
    ,
    Junwei Zhu
    ,
    Donghao Luo
    ,
    Chengjie Wang
    ,
    Shouhong Ding
    ,
    Yunsheng Wu
    ,
    Li Yuan
  16. Transcending Forgery Specificity with Latent Space Augmentation for Generalizable Deepfake Detection
    CVPR 2024 · Zhiyuan Yan,
    Yuhao Luo
    ,
    Siwei Lyu
    ,
    Qingshan Liu
    ,
    Baoyuan Wu