I am a second year BME Ph.D. student at Yale University, advised by Prof. Nicha C. Dvornek. Before that, I got my Bachelor's degree in CS at the University of Michigan, Ann Arbor, advised by Prof. Andrew Owens, and another Bachelor's degree in ECE at Shanghai Jiao Tong University.
My research interest lies in the computer vision, multi-modality learning, and medical image analysis. I am always thrilled to work on the questions that address real-world needs.
One new paper "SIFT-DBT: Self-supervised Initialization and Fine-Tuning for Imbalanced Digital Breast Tomosynthesis Image Classification" accepted by ISBI 2024! See you in Athens!
I'll join Nicha's Group as a Ph.D. student from next semester and working on DBT data and Breast cancer.
Our new work "Conditional Generation of Audio from Video via Foley Analogies" with Andrew is accepted by CVPR 2023!
Our work "RetCCL: Clustering-guided contrastive learning for whole-slide image retrieval" is now available on Medical Image Analysis (IF=10.9)!
I will rotate at Prof. John Onofrey's lab this semester and working on rotational invariant feature extractor!
I will join Yale University as a Ph.D. student major in BME!
Tencent AI Lab - AI Healthcare Group
Dr. Xiao Han, M.Sc Sen Yang
Algorithm R&D Intern. Work on pathological image selfsupervised representation learning and fast Whole-Slide Image(WSI) search system.
Conditional Generation of Audio from Video via Foley Analogies
RetCCL: Clustering-guided contrastive learning for whole-slide image retrieval
Medical Image Analysis (IF=10.9)
Controlled and Self-supervised Diffusion MRI Denoising via Generative Diffusion
CPSC 586 Probabilistic Machine Learning Final Project
COLOR-VAE: Generative Colorization with Variational Auto-encoder
EECS 442 Computer Vision Final Project (Rank #1)
Computer Vision. Instructor aide. Spring 2022 at UM. With David Fouhey
Introduction to Comics & Visual Art. Teaching Assistant. Spring 2021 at SJTU UMJI. With Jeolle Tybon
Introduction to Computer & Programming. Teaching Assistant. Winter 2020 at SJTU UMJI. With Jigang Wu