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Chengpiao Huang

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I am a fourth-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
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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 “LLM-Powered Virtual Population for Demand Simulation and Pricing” is posted on SSRN and arXiv.

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

  • I am honored to be selected as a 2025-2026 Deming Doctoral Fellow.

  • I am honored to receive the Best Student Presentation Award in the 38th New England Statistics Symposium.

  • I am honored to receive the Outstanding Teaching Assistant Award in Columbia IEOR.