I am a fifth-year Ph.D. student in Computer Engineering at Boston University, advised by Prof. Kayhan Batmanghelich. Prior to that, I received my M.S. degree in Intelligent Systems from University of Pittsburgh, and 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 self-supervised learning and multi-modal learning.
* indicates equal contribution
From Characters to Words: Hierarchical Pre-trained Language Model for Open-vocabulary Language Understanding
ACL 2023 (Best Papers Honorable Mention) / Paper
Can Contrastive Learning Avoid Shortcut Solutions?
Context Matters: Graph-based Self-supervised Representation Learning for Medical Images
Knowledge Distillation via Constrained Variational Inference
AAAI 2022 / Paper
Hierarchical Amortized GAN for 3D High Resolution Medical Image Synthesis
DrasCLR: A Self-supervised Framework of Learning Disease-related and Anatomy-specific Representation for 3D Lung CT Images
Brain Tumor Segmentation and Survival Prediction Using Multimodal MRI Scans with Deep Learning
Frontiers in Neuroscience / Paper