Current Position: I am a Research Scientist in the Large Behavior Modeling (LBM) team at Toyota Research Institute (Robotics), starting in Feb. 2025.
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).