Publications and Preprints

Last-Iterate Convergence in No-Regret Learning: Games with Reference Effects Under Logit Demand.
Mengzi Amy Guo, Donghao Ying, Javad Lavaei, Zuo-Jun Max Shen.
-Management Science, 2025.
- Preliminary version published in Advances in Neural Information Processing Systems (Neurips) 2023.

Multi-Product Dynamic Pricing with Reference Effects Under Logit Demand.
Mengzi Amy Guo, Hansheng Jiang, Zuo-Jun Max Shen.
- Manufacturing & Service Operations Management, forthcoming.

Oligopoly Price Competitions Under Exogenous and Endogenous Reference Effects.
Mengzi Amy Guo, Zuo-Jun Max Shen.
- Under revision.

Policy-based Primal-Dual Methods for Concave CMDP with Variance Reduction.
Donghao Ying, Mengzi Amy Guo, Hyunin Lee, Yuhao Ding, Javad Lavaei, Zuo-Jun Max Shen.
- Journal of Artificial Intelligence Research, forthcoming.
- Preliminary version published in AAAI Conference on Artificial Intelligence (AAAI) 2023.

The Impact of Displaying Diversity Information on the Formation of Self-Assembling Teams.
Diego Gómez-Zará, Mengzi Amy Guo, Leslie A. DeChurch, Noshir S. Contractor.
- Proceedings of CHI Conference on Human Factors in Computing Systems, 2020.
- Best Paper Honorable Mention (5% of submissions).