Chun-Mei Feng

I am currently the Research Scientist at A*STAR, Singapore. Before that, I received my PhD from Harbin Institute of Technology, Shenzhen in 2022. In 2024, I was very fortunate to be horned as the "Rising Stars in AI" by the father of LSTM, Jürgen Schmidhuber. I have published numerous peer-reviewed papers, primarily in flagship conferences such as CVPR, ICCV, ECCV, ICLR (Spotlight), MICCAI (Early Accept), ACL, AAAI, as well as journals like Nature Communications, IEEE TPAMI, IJCV, TIP, TNNLS, and TMI.

Google Scholar  /  GitHub  /  LinkedIn  /  Twitter

• Fall 2025: I will join the School of Computer Science and School of Mathematics & Statistics at University College Dublin (UCD) as a tenure-track Assistant Professor.
• I am also honored to be appointed as an Ad Astra Fellow, a prestigious program that supports early-career faculty with strong research potential.
• I am actively looking for passionate PhD, Master students and Postdocs to work with me. Feel free to get in touch me through fengcm.ai@gmail.com.

• Multimodal Learning in Medical AI: Foundation model pretraining across various modalities; cross-modal alignment and retrieval; vision-language modeling for clinical decision support.
• Federated & Trustworthy Learning: Privacy-preserving training, fairness-aware optimization, decentralized and personalized adaptation across institutions and patient populations.