Publications & Projects

Google Scholar Profile.

Academic Publications

* indicates equal contribution, (\(\alpha\)-\(\beta\)) indicates alphabetical author order.

Selected Conference Publications:

1. GemNet: Menu-Based, Strategy-Proof Multi-Bidder Auctions Through Deep Learning
Tonghan Wang*, Yanchen Jiang* , David C. Parkes.
The Twenty-Fifth ACM Conference on Economics and Computation (EC’24), Publication, Preprint.
Won Exemplary Paper Award for the AI track (presented at the Best EC 24 papers plenary session).

2. Data Market Design through Deep Learning
Sai Srivatsa Ravindranath*, Yanchen Jiang* , David C. Parkes.
Advances in Neural Information Processing Systems 36 (NeurIPS 2023). Publication, Preprint.

Other Conference Publications:

1. On Diffusion Models for Multi-Agent Partial Observability: Shared Attractors, Error Bounds, and Composite Flow
Tonghan Wang*, Heng Dong*, Yanchen Jiang, David C. Parkes, Milind Tambe.
24th International Conference on Autonomous Agents and Multiagent Systems (AAMAS 2025), Preprint.

Workshop and Exhibition Papers:

1. Charting the Shapes of Stories with Game Theory
(\(\alpha\)-\(\beta\)) Constantinos Daskalakis, Ian Gemp, Yanchen Jiang, Renato Paes Leme, Christos Papadimitriou, Georgios Piliouras.
Preprint, NeurIPS 2024 Creative AI.

2. Evidence from the Synthetic Laboratory: Language Models as Auction Participants
Anand Shah*, Kehang Zhu*, Yanchen Jiang, Kerem Dayi, Jeffery Wang, John J. Horton, David C. Parkes.
EC’24 contributed poster session; NeurIPS 2024 Workshop on Behavioral Machine Learning. Preprint.

Preprints and Working Papers:

1. LLM-Powered Preference Elicitation in Combinatorial Assignment
Ermis Soumalias*, Yanchen Jiang*, Kehang Zhu*, Michael Curry, Sven Seuken, David C. Parkes.
arXiv Preprint.

2. BundleFlow: Deep Menus for Combinatorial Auctions by Diffusion-Based Optimization
Tonghan Wang, Yanchen Jiang, David C. Parkes.
arXiv Preprint.

Survey Papers and Research Letters:

1. Automated Mechanism Design: A Survey
Michael J. Curry, Zhou Fan, Yanchen Jiang, Sai Srivatsa Ravindranath, Tonghan Wang, David C. Parkes.
ACM SIGecom Exchanges, volume 22, issue 2, March 2025. Publication.