Chun-Mei Feng

Assistant Professor, University College Dublin

Joined

October 2022

Names

Chun-Mei Feng (Preferred)

Emails

****@gmail.com (Confirmed)

****@ihpc.a-star.edu.sg (Confirmed)

****@gmail.com (Confirmed)

Personal Links

Career & Education History

Assistant Professor

University College Dublin (ucd.ie)

2025 – Present

Researcher

IHPC, IHPC (astar.edu.sg)

2022 – 2025

Advisors, Relations & Conflicts

PhD Advisor

Ling Shao

2018 – 2022

Expertise

Vision-Language

2022 – 2023

Federated learning

2021 – 2022

MRI reconstruction

2018 – 2022

Publications

MultiHaystack: Benchmarking Multimodal Reasoning over 40K Images, Videos, and Documents
Dannong Xu, Zhongyu Yang, Jun Chen, Ming Hu, Zongyuan Ge, Chun-Mei Feng
- ICLR 2026 Conference Desk Rejected Submission
- Readers: Everyone
LGR: Local Geometric Refinement in High-Fidelity Surgical Scene Reconstruction
Pengpeng Li, Xiangbo Shu, Chun-Mei Feng, Guo-Sen Xie, Zheng Zhang, Xin Gao, Jinhui Tang
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
Neural Catalog: Scaling Species Recognition with Catalog of Life–Augmented Generation
Faizan Farooq Khan, Jun Chen, Youssef Mohamed, Chun-Mei Feng, Mohamed Elhoseiny
- Submitted to ICLR 2026
- Readers: Everyone
$1+1<1$? Breaking the Standalone Barrier in Federated Fine-Tuning of Multimodal Large Language Models under Non-IID Data
Yunlu Yan, Yuanyang He, Jian Ding, Wangmeng Zuo, Ling Shao, Mohamed Elhoseiny, Chun-Mei Feng
- Submitted to ICLR 2026
- Readers: Everyone
Scene-R1: Video-Grounded Large Language Models for 3D Scene Reasoning without 3D Annotations
Junjie Wang, Zhihao Yuan, Shuyi Jiang, Jiaqi Mao, Chun-Mei Feng, Shuguang Cui, Na Zhao, Zhen Li
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
WikiAutoGen: Towards Multi-Modal Wikipedia-Style Article Generation
Zhongyu Yang, Jun Chen, Dannong Xu, Junjie Fei, Xiaoqian Shen, Liangbing Zhao, Chun-Mei Feng, Mohamed Elhoseiny
- CoRR 2025
- Readers: Everyone
MMRC: A Large-Scale Benchmark for Understanding Multimodal Large Language Model in Real-World Conversation
Haochen Xue, Feilong Tang, Ming Hu, Yexin Liu, Qidong Huang, Yulong Li, Chengzhi Liu, Zhongxing Xu, Chong Zhang, Chun-Mei Feng, Yutong Xie, Imran Razzak, Zongyuan Ge, Jionglong Su, Junjun He, Yu Qiao
- CoRR 2025
- Readers: Everyone
Agent-Conditioned Multi-contrast MRI Super-Resolution for Cross-Subject
Xinrong Hu, Chao Fang, Yu Chen, Kai Yang, Chun-Mei Feng, Ping Li
- CVM (1) 2025
- Readers: Everyone
Boost Protein Language Model with Injected Structure Information through Parameter Efficient Fine-tuning
Yuzhe Zhou, Jiayou Zheng, Zixun Zhang, Chun-Mei Feng, Shuguang Cui, Zhen Li
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
On the Importance of Language-driven Representation Learning for Heterogeneous Federated Learning
Yunlu Yan, Chun-Mei Feng, Wangmeng Zuo, Salman Khan, Yong Liu, Lei Zhu
- ICLR 2025 Poster
- Readers: Everyone

View all 87 publications

Co-Authors

View all 156 co-authors