Minshuo Chen

Minshuo Chen 陈旻硕 Electrical and Computer Engineering Princeton University Email: minshuochen (AT) princeton (DOT) edu I will be joining IEMS at Northwestern University as an assistant professor in Fall 2024.

News

• Invited speaker at MMLS’24 May 20 - 21 (Free registration)
  

• I will speak at ISYE Statistics Seminar, Georgia Tech
  Title: Diffusion Models for Distribution Estimation and Optimization
  

• I will present Diffusion Models at INFORMS 2023 session
  MA35. The Interplay between Learning, Optimization, and Statistics
  Oct. 16th, 8:00 - 9:15 AM
  

• Invited speaker at Cornell ORIE Young Researchers Workshop 2023
  

• I will serve as an area chair at NeurIPS 2023
  

About Me

I am an Associate Research Scholar at Princeton ECE, working with Prof. Mengdi Wang. I obtained my Ph.D. from Georgia Tech, under the supervision of Prof. Tuo Zhao and Prof. Wenjing Liao. I also received a Master's degree in Electrical Engineering from UCLA, and Bachelor's degree in Electrical and Information Engineering from Zhejiang University. Here is my CV.

My research focuses on developing principled methodologies and theoretical foundations of deep learning. I am particularly interested in

• Generative AI for next-generation optimization: diffusion models and beyond

• Foundations of machine learning and deep learning: optimization and efficiency

• (Deep) reinforcement learning: diagnosis and control in complex systems

Awards

• ARC-TRIAD Student Fellowship

• William S. Green Fellowship

• ICML, NeurIPS Travel Award