Zhiyuan Yan

According to our database, Zhiyuan Yan authored at least 30 papers between 2022 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

Uniworld-V2: Reinforce Image Editing with Diffusion Negative-aware Finetuning and MLLM Implicit Feedback.

Zongjian Li, Zheyuan Liu, Qihui Zhang, Bin Lin, Feize Wu, Shenghai Yuan, Zhiyuan Yan, Yang Ye, Wangbo Yu, Yuwei Niu, Shaodong Wang, Xinhua Cheng, Li Yuan

CoRR, October, 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

CoRR, October, 2025

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

CoRR, September, 2025

Unified Multimodal Model as Auto-Encoder.

Zhiyuan Yan, Kaiqing Lin, Zongjian Li, Junyan Ye, Hui Han, Zhendong Wang, Hao Liu, Bin Lin, Hao Li, Xue Xu, Xinyan Xiao, Jingdong Wang, Haifeng Wang, Li Yuan

CoRR, September, 2025

Echo-4o: Harnessing the Power of GPT-4o Synthetic Images for Improved Image Generation.

Junyan Ye, Dongzhi Jiang, Zihao Wang, Leqi Zhu, Zhenghao Hu, Zilong Huang, Jun He, Zhiyuan Yan, Jinghua Yu, Hongsheng Li, Conghui He, Weijia Li

CoRR, August, 2025

Beyond Chemical QA: Evaluating LLM's Chemical Reasoning with Modular Chemical Operations.

Hao Li, He Cao, Bin Feng, Yanjun Shao, Xiangru Tang, Zhiyuan Yan, Li Yuan, Yonghong Tian, Yu Li

CoRR, May, 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

CoRR, May, 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

CoRR, May, 2025

CAD: A General Multimodal Framework for Video Deepfake Detection via Cross-Modal Alignment and Distillation.

Yuxuan Du, Zhendong Wang, Yuhao Luo, Caiyong Piao, Zhiyuan Yan, Hao Li, Li Yuan

CoRR, May, 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

CoRR, May, 2025

How to Detect and Defeat Molecular Mirage: A Metric-Driven Benchmark for Hallucination in LLM-based Molecular Comprehension.

Hao Li, Liuzhenghao Lv, He Cao, Zijing Liu, Zhiyuan Yan, Yu Wang, Yonghong Tian, Yu Li, Li Yuan

CoRR, April, 2025

GPT-ImgEval: A Comprehensive Benchmark for Diagnosing GPT4o in Image Generation.

Zhiyuan Yan, Junyan Ye, Weijia Li, Zilong Huang, Shenghai Yuan, Xiangyang He, Kaiqing Lin, Jun He, Conghui He, Li Yuan

CoRR, April, 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, April, 2025

ED⁴: Explicit Data-Level Debiasing for Deepfake Detection.

Jikang Cheng, Ying Zhang, Qin Zou, Zhiyuan Yan, Chao Liang, Zhongyuan Wang, Chen Li

IEEE Trans. Image Process., 2025

CASA: Class-Agnostic Shared Attributes in Vision-Language Models for Efficient Incremental Object Detection.

Mingyi Guo, Yuyang Liu, Zhiyuan Yan, Zongying Lin, Peixi Peng, Yonghong Tian

Proceedings of the IEEE International Conference on Multimedia and Expo, 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

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 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

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2025

Exploring Unbiased Deepfake Detection via Token-Level Shuffling and Mixing.

Xinghe Fu, Zhiyuan Yan, Taiping Yao, Shen Chen, Xi Li

Proceedings of the AAAI-25, Sponsored by the Association for the Advancement of Artificial Intelligence, February 25, 2025

2024

Navigating Chemical-Linguistic Sharing Space with Heterogeneous Molecular Encoding.

Liuzhenghao Lv, Hao Li, Yu Wang, Zhiyuan Yan, Zijun Chen, Zongying Lin, Li Yuan, Yonghong Tian

CoRR, 2024

Effort: Efficient Orthogonal Modeling for Generalizable AI-Generated Image Detection.

Zhiyuan Yan, Jiangming Wang, Zhendong Wang, Peng Jin, Ke-Yue Zhang, Shen Chen, Taiping Yao, Shouhong Ding, Baoyuan Wu, Li Yuan

CoRR, 2024

A Quality-Centric Framework for Generic Deepfake Detection.

Wentang Song, Zhiyuan Yan, Yuzhen Lin, Taiping Yao, Changsheng Chen, Shen Chen, Yandan Zhao, Shouhong Ding, Bin Li

CoRR, 2024

<i>X</i>²-DFD: A framework for e<i>X</i>plainable and e<i>X</i>tendable Deepfake Detection.

Yize Chen, Zhiyuan Yan, Siwei Lyu, Baoyuan Wu

CoRR, 2024

Generalizing Deepfake Video Detection with Plug-and-Play: Video-Level Blending and Spatiotemporal Adapter Tuning.

Zhiyuan Yan, Yandan Zhao, Shen Chen, Xinghe Fu, Taiping Yao, Shouhong Ding, Li Yuan

CoRR, 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

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024

Can We Leave Deepfake Data Behind in Training Deepfake Detector?

Jikang Cheng, Zhiyuan Yan, Ying Zhang, Yuhao Luo, Zhongyuan Wang, Chen Li

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 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

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

Transcending Forgery Specificity with Latent Space Augmentation for Generalizable Deepfake Detection.

Zhiyuan Yan, Yuhao Luo, Siwei Lyu, Qingshan Liu, Baoyuan Wu

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

2023

DeepfakeBench: A Comprehensive Benchmark of Deepfake Detection.

Zhiyuan Yan, Yong Zhang, Xinhang Yuan, Siwei Lyu, Baoyuan Wu

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

UCF: Uncovering Common Features for Generalizable Deepfake Detection.

Zhiyuan Yan, Yong Zhang, Yanbo Fan, Baoyuan Wu

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

2022

HelixADMET: a robust and endpoint extensible ADMET system incorporating self-supervised knowledge transfer.

Shanzhuo Zhang, Zhiyuan Yan, Yueyang Huang, Lihang Liu, Donglong He, Wei Wang, Xiaomin Fang, Xiaonan Zhang, Fan Wang, Hua Wu, Haifeng Wang

Bioinform., 2022