Research

Methodologies: Machine Learning, AI, Sequential Experimental Design, Choice Modeling, Data-Driven Modeling

Applications: Preference Learning, E-commerce, Revenue Management

Published Papers

• On a Mallows-type Model for (Ranked) Choices , with Yifan Feng
  
  Advances in Neural Information Processing Systems, 35, 2022: 3052–3065 (NeurIPS '22)

Working Papers

• A Mallows-type Model for Preference Learning from (Ranked) Choices , with Yifan Feng
  
  Under Revision at Management Science

  • Preliminary version accepted at Advances in Neural Information Processing Systems 35 (NeurIPS '22), 2022
  • Featured in EC25 Workshop on New Directions in Social Choice (Spotlight)
  • Finalist, POMS-HK Best Student Paper Award Competition, 2025
  • Third Prize, CSAMSE Best Paper Award Competition, 2023


• Add to Order in Contingent Free Shipping on Online Grocery Platforms, with Xiaobo Li, Rowan Wang, and Xuan Wang
  
  Under Review

Work in Progress

• Parameterizing the DAG-based Preference with Optimal Pricing Decision, with Xiaobo Li and Shuo Wang