Avatar

Zhen CHEN

Assistant Professor

The Hong Kong Polytechnic University

Biography

I am a tenure-track Assistant Professor in the Department of Data Science and Artificial Intelligence (DSAI) at The Hong Kong Polytechnic University (PolyU). Before joining PolyU, I was a Postdoctoral Associate in the Department of Biomedical Informatics and Data Science at Yale University, and served as an Assistant Professor at the Centre for Artificial Intelligence and Robotics, Hong Kong Institute of Science & Innovation, Chinese Academy of Sciences. Prior to that, I received my Ph.D. degree in Electrical Engineering, City University of Hong Kong in 2022, advised by Prof. Yixuan Yuan. I received my M.Phil. degree from University of Science and Technology of China in 2019, and my B.Eng. degree from Xi'an Jiaotong University in 2016 with admission to XJTU-CASIA Automation Elite Class.

My research interests focus on the intersection of AI and Healthcare. My work aligns with the human healthcare pipeline, encompassing multimodal clinical diagnosis, surgical intervention, and medical foundation models with the goal of building next-generation healthcare systems. In recognition of the research on AI-assisted diagnosis and surgery, I was awarded the Hong Kong Young Scientist Award 2023, the sole winner in the engineering field that year.

We are looking for passionate Ph.D. students for Fall 2027 entry, and also welcome RAs and Research Interns to join the team (More info)

We will host the Medical World Models (MedWM) workshop at AAAI 2027 (Montréal, Canada). Welcome submissions

Email: z.chen@polyu.edu.hk

Interests

  • AI for Healthcare
  • Multimodal Learning
  • Medical Foundation Models
  • Medical Image Diagnosis
  • Surgery Intervention Assistance
  • Agentic AI for Clinical Applications

Education

  • Ph.D. in Electrical Engineering, 2022

    City University of Hong Kong

  • M.Phil. in Information Science, 2019

    University of Science and Technology of China

  • B.Eng. in Information Engineering, 2016

    Xi'an Jiaotong University

Experience

 
 
 
 
 

Postdoctoral Associate

Yale University

Nov 2024 – Oct 2025 New Haven, USA
 
 
 
 
 

Assistant Professor

CAIR, HKISI-CAS

Oct 2022 – Oct 2024 Hong Kong
 
 
 
 
 

PhD candidate

City University of Hong Kong

Sep 2019 – Jan 2022 Hong Kong

News

[Oct 2026] We achieved 1st place in the MICCAI 2026 Brain Tumor Segmentation - Metastases (BraTS-METS) Challenge. Congrats to our team MicroBT!

[Sep 2026] We achieved 1st place in the MICCAI 2026 MultiBypass Surgical Action Triplet Challenge. Congrats to our team SurgTrip!

[Sep 2026] We will organize the Medical World Models (MedWM) workshop at AAAI 2027 (Montréal, Canada). Welcome submissions!

[Sep 2026] Our paper Eye-Brain Connection Pyramid has been accepted by National Science Review

[Sep 2026] Our paper SurgVeo on Surgical World Model Assessment has been accepted by npj Digital Medicine

[Sep 2026] Our paper SOA on Sampling-free Universal DAOD has been accepted by International Journal of Computer Vision. Congrats to Yuanfan!

[Sep 2026] Our paper FreqDINO++ has been accepted by IEEE Transactions on Biomedical Engineering. Congrats to Qing, Yixuan and Yue!

[Sep 2026] Welcome Haiman, Junyi, Yanchen, and Ruipeng to join our lab!

[Aug 2026] Our paper MSM-Seg has been accepted by IEEE Transactions on Multimedia. Congrats to Yuxiang and Qing!

[Jun 2026] Our paper EffiCell-Seg has been accepted by MICCAI 2026. Congrats to Qing!

[May 2026] Our paper RASP has been early accepted by MICCAI 2026. Congrats to Yuxiang!

[Mar 2026] Our paper MAP on multi-agent for healthcare has been accepted by npj Health Systems

[Feb 2026] We achieved 1st place in the ISBI 2026 Foundation Model Challenge for Ultrasound Image Analysis. Congrats to our team UltraTAR!

[Feb 2026] Invited to serve as Area Chair of ACM BCB 2026 in Calabria, Italy

[Jan 2026] Invited to serve as Area Chair of MICCAI 2026 in Abu Dhabi, United Arab Emirates

[Jan 2026] Two papers FreqDINO and TM-UNet have been accepted by ISBI 2026

[Jan 2026] Join DSAI, PolyU as a tenure-track Assistant Professor