I am a Research Scientist at Toyota
Research Institute (Large
Behavior Models).
Education:
--- I completed my PhD in Operations Research (specializing in Machine Learning) under the supervision
of Prof. Yao Xie at Georgia Tech ISyE [Thesis
Defense slides].
--- Before my PhD, I completed my joint BS/MS degrees under the supervision of Prof. Rina Foygel Barber at the University of Chicago. My MS degree
is in Statistics [Thesis
link], and my BS degrees are Computational and Applied Mathematics and Economics (data science
concentration).
Email: cxu310@gatech.edu
Research Interests: flow-based generative modeling, safe & reliable machine learning.
See this introductory slide to normalizing flow and flow matcing, where I presented at Toyota Research Institute Machine Learning reading group.
See this slide as a summary of my progress (up to the end of 2024) on time-serie conformal prediction, with a recorded talk organized by Time Series Analysis And Forecasting Society (TAFS).