About me

My research interests encompass healthcare machine learning systems and general artificial intelligence🧠🤖. I envision creating a learning system as efficient and effective as, or surpassing, human capabilities. During my PhD, I conducted extensive research on radiologists’ eye-tracking, believing that incorporating the information found in a human expert’s reasoning process is crucial for training neural networks.

I am also fascinated by neuroscience, computer graphics, hardware circuit design, and internal combustion engines, I have yet to become an expert in these fields😢.

I am curretnly a postdoc research at University of Pennsylvania, working with Prof. Zhi Huang. I got my PhD from Shanghai Jiao Tong University, supervised by Prof. Dinggang Shen and Prof. Qian Wang. In my free time, I enjoy programming⌨️ (currently stars🌟), table tennis🏓, running🏃, swimming🏊, weightlifting🏋️, motorsports🏁 and cooking🍳.

Research

• CAD with Eye-tracking

• Healthcare Foundation Models

• Efficient Representation for Voxel Images

News

• (2025/3) selected as an Penn AI x Science x Medicine Postdoctoral Research Fellow
• (2025/3) A paper accepted by CVPR
• (2025/2) AAAI Oral@Philadelphia
• (2025/2) ChatCAD is awarded as paper of the year Communications Engineering
• (2025/1) Eye-tracking guided contrastive learning accepted by TMI
• (2025/1) Eye-tracking in Data Augementation Paper accepted by Pattern Recognition
• (2024/12) A paper accepted by AAAI (3D Human Reconstruction from Video)
• (2024/6) A paper accepted by Communications Engineering (ChatCAD)
• (2024/5) A paper accepted by MICCAI (GazeDETR)
• (2024/5) A paper accepted by TMI (ChatCAD+)
• (2024/4) A paper accepted by Medical Image Analysis (3D MRI Image Super-resolution)
• (2024/2) Two paper accepted by ISBI (Melo for Oral representation)
• (2024/1) A paper accepted by CMIG
• (2023/12) Gaze Contrastive Learning paper accepted by AAAI
• (2023/9) A paper accepted by IEEE JBHI
• (2023/8) A paper accepted by ACS Sensors
• Our Chinese Chinical ChatBot DoctorGLM got 512 github stars!
• (2023/6) 6 Papers accepted by MICCAI
• (2023/6) Eye-gaze-guided Vision Transformer accepted by TMI

Activities

Reviewer for:

• Nature Communications
• IEEE Transactions on Medical Imaging,
• IEEE Transactions on Neural Networks and Learning Systems,
• IEEE Transactions on Biomedical Engineering,
• IEEE Journal of Biomedical and Health Informatics,
• Neural Networks,
• Pattern Recognitiion,
• Medical Image Computing and Computer Assisted Interventions (MICCAI).
• ECCV
• CVPR