Li Sun

        [CV]


Contact:

lis118 [at] pitt [dot] edu

About Me

I am a third-year Ph.D. student in Intelligent Systems at University of Pittsburgh, advised by Prof. Kayhan Batmanghelich. Prior to that, I received my B.S. degree in Bioinformatics from Southern University of Science and Technology, China, where I did my undergraduate thesis with Prof. Wei Chen.

My research interests lie in computer vision, machine learning and their medical applications.

Education

University of Pittsburgh , USA
Ph.D. in Intelligent Systems • Aug. 2019 - Now

Southern University of Science and Technology , China
B.S. in Bioinformatics • Aug. 2015 - June 2019

Selected Publications

* indicates equal contribution

Can Contrastive Learning Avoid Shortcut Solutions?
Joshua Robinson, Li Sun, Ke Yu, Kayhan Batmanghelich, Stefanie Jegelka, Suvrit Sra
NeurIPS 2021 / Paper / Code / News
Context Matters: Graph-based Self-supervised Representation Learning for Medical Images
Li Sun*, Ke Yu*, Kayhan Batmanghelich
AAAI 2021 / Paper / Code
Knowledge Distillation via Constrained Variational Inference
Ardavan Saeedi, Yuria Utsumi, Li Sun, Kayhan Batmanghelich, Li-wei H. Lehman
AAAI 2022 / Paper
Hierarchical Amortized GAN for 3D High Resolution Medical Image Synthesis
Li Sun, Junxiang Chen, Yanwu Xu, Mingming Gong, Ke Yu, Kayhan Batmanghelich
IEEE Journal of Biomedical and Health Informatics / Paper
Brain Tumor Segmentation and Survival Prediction Using Multimodal MRI Scans with Deep Learning
Li Sun, Songtao Zhang, Hang Chen, Lin Luo
Frontiers in Neuroscience / Paper

Work Experience

  • Microsoft Research • Mar - Aug, 2019
    Mentor: Eric Chang
    Research Intern

Academic Service

  • Invited reviewer for IJCAI, MICCAI

Honors and Awards

Honors

  • China National Scholarship, Ministry of Education of P.R. China • 2018
  • Magna cum laude Graduates, SUSTech • 2019

Challenges

  • 2nd Place in MICCAI Multimodal Brain Tumor Segmentation Challenge (BraTS), survival prediction task • 2018