Yuan Cheng

Full Professor, Fudan University

Joined

February 2019

Names

Yuan Cheng (Preferred)

Emails

****@gmail.com (Confirmed)

****@antgroup.com (Confirmed)

****@fudan.edu.cn (Confirmed)

Personal Links

Homepage

Google Scholar

DBLP

Career & Education History

Full Professor

Fudan University (fudan.edu.cn)

2022 – Present

Researcher

Ant Group (antgroup.com)

2016 – 2022

Post Doc

National University of Singapore (nus.edu.sg)

2012 – 2016

PhD student

National University of Singapore (nus.edu.sg)

2008 – 2014

Advisors, Relations & Conflicts

Coauthor

Hao Li

2022 – Present

Coauthor

Yuan Qi

2018 – Present

Postdoc Advisor

Wynne Hsu

2014 – 2016

Postdoc Advisor

Lee Mongli

2014 – 2016

PhD Advisor

Leow Wee Kheng

2008 – 2014

Expertise

Computer Vision

2005 – 2020

Publications

Tracing the Heart's Pathways: ECG Representation Learning from a Cardiac Conduction Perspective
Tan Pan, Yixuan Sun, Chen Jiang, Qiong Gao, Rui Sun, Xingmeng Zhang, Zhenqi Yang, LIMEI HAN, Yixiu Liang, Yuan Cheng, Kaiyu Guo
- AAAI2026
- Readers: Everyone
Structure-aware Semantic Discrepancy and Consistency for 3D Medical Image Self-supervised Learning
Tan Pan, Zhaorui Tan, Kaiyu Guo, Dongli Xu, Weidi Xu, Chen Jiang, Xin Guo, Yuan Qi, Yuan Cheng
- ICCV2025
- Readers: Everyone
Topological-Aware Regularization for Semi-Supervised Intracranial Aneurysm Vessel Segmentation
Feiyang Xiao, Yichi Zhang, Xigui Li, Yuanye Zhou, Chen Jiang, Xin Guo, LIMEI HAN, Yuxin Li, Fengping Zhu, Yuan Cheng
- MIDL 2026 Poster
- Readers: Everyone
SD-MAD: Sign-Driven Few-shot Multi-Anomaly Detection in Medical Images
Kaiyu Guo, Tan Pan, Chen Jiang, Zijian Wang, Brian C. Lovell, LIMEI HAN, Yuan Cheng, Mahsa Baktashmotlagh
- Submitted to ICLR 2026
- Readers: Everyone
Metis: Training LLMs with FP4 Quantization
Hengjie Cao, Mengyi Chen, Yifeng Yang, Fang Dong, Ruijun Huang, Jixian Zhou, Anrui Chen, Mingzhi Dong, Yujiang Wang, Jinlong Hou, Yuan Cheng, FAN WU, Fan Yang, Tun Lu, Ning Gu, Li Shang
- ICLR 2026 Poster
- Readers: Everyone
LIMI: Less is More for Agency
Yang Xiao, Mohan Jiang, Jie Sun, Keyu Li, Jifan Lin, Zhuang Yumin, Ji Zeng, Shijie Xia, Qishuo Hua, Xuefeng Li, Xiaojie Cai, TongYu Wang, Yue Zhang, Liming Liu, Xia Wu, Jinlong Hou, Yuan Cheng, Wenjie Li, Dequan Wang, Xiang Wang et al. (1 additional authors not shown)
- Submitted to ICLR 2026
- Readers: Everyone
Rethinking Intracranial Aneurysm Vessel Segmentation: A Perspective from Computational Fluid Dynamics Applications
Feiyang Xiao, Yichi Zhang, Xigui Li, Yuanye Zhou, Chen Jiang, Xin Guo, LIMEI HAN, Yuxin Li, Fengping Zhu, Yuan Cheng
- Submitted to ICLR 2026
- Readers: Everyone
PUM-Net: Plastic Unified Memory Network with Associative Interaction for Long-Context State Space Models
Yuchen Liu, Yinghao Zhang, Deshu Chen, Hongwei Zhang, Yichi Zhang, Zhijian Zhou, Xin Guo, Yuan Cheng, Chao Qu, Yuan Qi
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
Is Layer Normalization Fine-tuning Sufficient for Visual Distribution Shifts?
Zhaorui Tan, Tan Pan, Kaizhu Huang, Weimiao Yu, Kai Yao, Chen Jiang, Qiufeng Wang, Anh Nguyen, Xin Guo, Yuan Cheng, Xi Yang
- Submitted to ICLR 2026
- Readers: Everyone
Disco: Densely-overlapping Cell Instance Segmentation via Adjacency-aware Collaborative Coloring
Rui Sun, Yiwen Yang, Kaiyu Guo, Chen Jiang, Dongli Xu, Zhaonan Liu, Tan Pan, LIMEI HAN, Xue Jiang, Wu Wei, Yuan Cheng
- ICLR 2026 Poster
- Readers: Everyone

View all 60 publications

Co-Authors

View all 192 co-authors