Agentic & Generative AI

AI agents, multi-agent systems, generative models, AI simulation, and human-AI decision-making.

All research areas All publications

(2026). Predicting Effects, Missing Distributions: Evaluating LLMs as Human Behavior Simulators in Operations Management. INFORMS Journal on Data Science, forthcoming.

Preprint Agentic & Generative AIService Operations & Digital Platforms

(2026). Attribution and Persuasion: The Paradox of Interpretable AI. Management Science, forthcoming.

Preprint Agentic & Generative AI

(2026). Learning to Simulate: Generative Metamodeling via Quantile Regression. INFORMS Journal on Computing, forthcoming.

Preprint Data-Driven Simulation & Stochastic OptimizationAgentic & Generative AI

(2026). Cold-Start Forecasting of New Product Life-Cycles via Conditional Diffusion Models.

Preprint Agentic & Generative AIService Operations & Digital Platforms

(2026). Optimizing Service Operations via LLM-Powered Multi-Agent Simulation.

Preprint Agentic & Generative AIService Operations & Digital Platforms

(2026). Can AI Master Econometrics? Evidence from Econometrics AI Agent on Expert-Level Tasks.

Preprint Agentic & Generative AI

(2025). AgentGit: A Version Control Framework for Reliable and Scalable LLM-Powered Multi-Agent Systems. WMAC 2026.

Preprint Agentic & Generative AI

(2025). Hierarchical AI Multi-Agent Fundamental Investing: Evidence from China’s A‑Share Market.

Preprint FinTech & Quantitative RiskAgentic & Generative AI