Chengpiao Huang

I am a fifth-year PhD student in the Department of Industrial Engineering and Operations Research at Columbia University, advised by Professor Kaizheng Wang. Prior to joining Columbia, I received my Bachelor's degree in Mathematics and Applied Mathematics at The Chinese University of Hong Kong, Shenzhen. E-mail: chengpiao.huang [AT] columbia [DOT] edu CV    Google Scholar

Research Interests

My research focuses on statistical machine learning and data-driven decision-making. Recently I have been working on using AI and generative models for decision-making problems.

News

• Our paper “Learning a Size–Weight Frontier for Synthetic-Augmented Inference” is posted on arXiv and SSRN.

• Our paper “LLM-Powered Virtual Population for Demand Simulation and Pricing” is posted on arXiv and SSRN.

• Our paper “The Nonstationarity–Complexity Tradeoff in Return Prediction” is posted on SSRN and arXiv.