Zhiyuan Yan

PhD student, Peking University

Joined

February 2023

Names

Zhiyuan Yan (Preferred)

Emails

****@gmail.com (Confirmed)

****@stu.pku.edu.cn (Confirmed)

****@link.cuhk.edu.cn (Confirmed)

Personal Links

Career & Education History

PhD student

Peking University (stu.pku.edu.cn)

2024 – Present

Advisors, Relations & Conflicts

PhD Advisor

Li Yuan

2024 – Present

Expertise

Unified Multimodal Model

2025 – Present

Multimodal

2024 – Present

AI4Science

2024 – Present

AIGC Detection

2023 – Present

Face Forgery Detection

2022 – Present

Publications

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, Shouhong Ding, Zequn Qin, Xi Li
- ICLR 2026 Poster
- Readers: Everyone
Unified Multimodal Model as Auto-Encoder
Zhiyuan Yan, Kaiqing Lin, Zongjian Li, Junyan Ye, Hui Han, Zhendong Wang, Hao Liu, Bin Lin, Li Hao, Xue Xu, Xinyan Xiao, Jingdong Wang, Haifeng Wang, Li Yuan
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
LitExplorer: Training-Free Diffusion Guidance with Adaptive Exploration-Filtering Framework
Renye Yan, Jikang Cheng, Shikun Sun, Zhiyuan Yan, Yaozhong Gan, Ling Liang, Jinchao Zhang, Yimao Cai
- Submitted to ICLR 2026
- Readers: Everyone
Seeing Before Reasoning: A Unified Framework for Generalizable and Explainable Fake Image Detection
Kaiqing Lin, Zhiyuan Yan, Ruoxin Chen, Junyan Ye, Ke-Yue Zhang, Yue Zhou, Peng Jin, Bin Li, Taiping Yao, Shouhong Ding
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
How to Detect and Defeat Molecular Mirage: A Metric-Driven Benchmark for Hallucination in LLM-based Molecular Comprehension
Li Hao, Liuzhenghao Lv, He CAO, Zijing Liu, Zhiyuan Yan, Yu Wang, Yonghong Tian, Yu Li, Li Yuan
- NeurIPS2025-AI4Science Poster
- Readers: Everyone
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
- NeurIPS 2025 poster
- Readers: Everyone
X2-DFD: A framework for explainable and extendable Deepfake Detection
Yize Chen, Zhiyuan Yan, Guangliang Cheng, Kangran Zhao, Siwei Lyu, Baoyuan Wu
- NeurIPS 2025 poster
- Readers: Everyone
Beyond Chemical QA: Evaluating LLM's Chemical Reasoning with Modular Chemical Operations
Li Hao, He CAO, Bin Feng, Yanjun Shao, Xiangru Tang, Zhiyuan Yan, Yonghong Tian, Li Yuan, Yu Li
- NeurIPS 2025 Datasets and Benchmarks Track poster
- Readers: Everyone
ImgEdit: A Unified Image Editing Dataset and Benchmark
Yang Ye, Xianyi He, Zongjian Li, Bin Lin, Shenghai Yuan, Zhiyuan Yan, Bohan Hou, Li Yuan
- NeurIPS 2025 Datasets and Benchmarks Track poster
- Readers: Everyone
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
- NeurIPS 2025 spotlight
- Readers: Everyone

View all 26 publications

Co-Authors

View all 103 co-authors