Chen Li

PhD candidate
TopoXLab
Dept of Biomedical Informatics
Stony Brook University

I am currently a PhD Candidate at the Department of Biomedical Informatics at Stony Brook University, advised by Prof.Chao Chen. During my PhD, I have also worked closely with Dr.Xiaoling Hu.

Before that, I obtained my master and bachelor degrees from Stony Brook University and Jilin University, respectively.

Research Interests: My research interest lies in the intersection of uncertainty estimation, semi-supervised learning and crowd counting. In particular, I am interested in:

  1. Uncertainty Estimation and Its Applications
  2. Semi-supervised learning
  3. Crowd counting
    4.
Email Address: li.chen.8 at stonybrook dot edu

CV / Scholar / Github

Publications

Spatial diffusion for cell layout generation
Chen Li, Xiaoling Hu, Shahira Abousamra, Meilong Xu, Chao Chen
International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2024
Paper Code

Calibrating Uncertainty for Semi-Supervised Crowd Counting
Chen Li, Xiaoling Hu, Shahira Abousamra, Chao Chen
International Conference on Computer Vision (ICCV), 2023
Paper Code

Confidence Estimation Using Unlabeled Data
Chen Li, Xiaoling Hu, Chao Chen
International Conference on Learning Representations (ICLR), 2023
Paper OpenReview Code Poster

Spatial Transcriptomic Analysis Reveals Associations between Genes and Cellular Topology in Breast and Prostate Cancers
Alsaleh, Lujain and Li, Chen and Couetil, Justin L and Ye, Ze and Huang, Kun and Zhang, Jie and Chen, Chao and Johnson, Travis S
Cancers, 2022
Paper