Research

My research is organized around three connected directions: AI agents in the economy, organizations, and science; foundation models and learning for operational systems; and experiments, markets, and games.

2026In progress

Revenue Management and Pricing for Machine Learning Products

w/ Chen

2025Marketing Science

LOLA: LLM-Assisted Online Learning Algorithm for Content Experiments

w/ Ye, Yoganarasimhan

2025Operations Research

A Doubly Stochastic Simulator with Applications in Arrivals Modeling and Simulation

w/ Zheng, Zhu

2023ICML

Robust Situational Reinforcement Learning in Face of Context Disturbances

w/ Zhang, Zhang + 4

2022NeurIPS

An Adaptive Deep RL Method for Non-Stationary Environments with Piecewise Stable Context

w/ Chen, Zhu + 8

2022NeurIPS SyntheticData4ML Workshop

Mind Your Step: Continuous Conditional GANs with Generator Regularization

w/ Zhang, Ma + 2

2019Working paper

Demand Prediction, Predictive Shipping, and Product Allocation for Large-Scale E-Commerce

w/ Li, Zhou, Zheng