Hi! I am a Ph.D. candidate in Data Science at the University of Virginia, advised by Dr. Thomas Hartvigsen. I develop machine learning methods for health, with a focus on multimodal learning and time series. I am also a data scientist at the Center for Advanced Medical Analytics in the UVA School of Medicine.
Education
-
Ph.D. in Data Science, 2023–present
University of Virginia
-
M.S. in Data Science, 2020
University of Virginia
-
B.S. in Information and Computing Science, 2019
Soochow University
Work Experience
-
Data Scientist, 2021–present
Center for Advanced Medical Analytics, UVA School of Medicine
-
Graduate Research Assistant, 2020
Department of Computer Science, University of Virginia
News
- [September 2026] I am a co-investigator on an NIH/NHLBI R01, I-HELP Sleep (R01HL186511), which runs through 2030.
- [May 2026] I received a Gold Reviewer Award at ICML.
- [September 2025] I discussed data science and health research on CBS19’s Inside the Numbers.
Recent Publications
-
Instruction-Based Time Series Editing
-
ReasonEdit: Editing Vision–Language Models Using Human Reasoning
-
BEDTime: A Unified Benchmark for Automatically Describing Time Series
-
The Extended Community of Diet Culture Around Eating Disorders: A Network Analysis of Reddit Forums
-
Development and Evaluation of a Prediction Model for Adult ICU Hemorrhage Using Only Continuous Cardiorespiratory Data