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 Github stars stars🌟), running🏃, swimming🏊, weightlifting🏋️, motorsports🏁 and cooking🍳.

Research

News

  • (2024/6/11) A paper accepted by Communications Engineering (ChatCAD)
  • (2024/5/15) A paper accepted by MICCAI (GazeDETR)
  • (2024/5/5) A paper accepted by TMI (ChatCAD+)
  • (2024/4/2) A paper accepted by Medical Image Analysis
  • (2024/2/2) Two paper accepted by ISBI (Melo for Oral representation)
  • (2024/1/5) A paper accepted by CMIG
  • (2023/12/9) Gaze Contrastive Learning paper accepted by AAAI
  • (2023/9/27) A paper accepted by IEEE JBHI
  • (2023/8/10) A paper accepted by ACS Sensors
  • Our Chinese Chinical ChatBot DoctorGLM got 512 github stars!
  • (2023/6/24) 6 Papers accepted by MICCAI
  • (2023/6/14) Eye-gaze-guided Vision Transformer accepted by TMI

Activities

Reviewer for:

  • 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).