Teaching

TTIC & Uchicago

• Spring 2025: TTIC 31120 Statistical and Computational Learning Theory

• Winter 2024: STAT 31015 Mathematical Computation IIA: Convex Optimization

Past Experience

• Teaching Assistant, Princeton University
  • COS511: Theoretical Machine Learning, Fall 2018
  • ELE524: Foundations of Reinforcement Learning, Spring 2020
• Guest Lecturer, Princeton University
  • COS597G: Theoretical Foundations of Deep Learning, Fall 2018
  • COS598B: Mathematical Understanding of Deep Learning, Spring 2021

Professional Services

• Organization Committee
  • 1st and 2nd Workshop on Mathematics of Modern Machine Learning, NeurIPS 2023,2024
  • Midwest Machine Learning Symposium, 2025
  • Understanding the Mechanisms of Deep Learning and Generative Modeling, IDEAL Institute, 2025
• Conference Area Chair
  • NeurIPS 2023,2024,2025
  • ICML 2025
• Conference Reviewer
  • NeurIPS(NIPS) 2016,2019,2020,2021
  • ALT 2019
  • COLT 2019,2020,2021,2022
  • AISTATS 2020
  • ICML 2020,2021,2023
  • ICLR 2023,2024,2025
  • STOC 2022,2025
• Journal Reviewer
  • Journal of Machine Learning Research (JMLR)
  • Machine Learning
  • IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI)