Rui Ai

According to our database, Rui Ai authored at least 7 papers between 2022 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2026

A Reinforcement Learning Approach in Multi-Phase Second-Price Auction Design.

Rui Ai, Boxiang Lyu, Zhaoran Wang, Zhuoran Yang, Michael I. Jordan

J. Mach. Learn. Res., 2026

2025

Beyond Majority Voting: LLM Aggregation by Leveraging Higher-Order Information.

Rui Ai, Yuqi Pan, David Simchi-Levi, Milind Tambe, Haifeng Xu

CoRR, October, 2025

The Sample Complexity of Online Strategic Decision Making with Information Asymmetry and Knowledge Transportability.

Jiachen Hu, Rui Ai, Han Zhong, Xiaoyu Chen, Liwei Wang, Zhaoran Wang, Zhuoran Yang

Proceedings of the Forty-second International Conference on Machine Learning, 2025

An Instrumental Value for Data Production and its Application to Data Pricing.

Rui Ai, Boxiang Lyu, Zhaoran Wang, Zhuoran Yang, Haifeng Xu

Proceedings of the Forty-second International Conference on Machine Learning, 2025

2024

Contextual Decision-Making with Knapsacks Beyond the Worst Case.

Zhaohua Chen, Rui Ai, Mingwei Yang, Yuqi Pan, Chang Wang, Xiaotie Deng

Proceedings of the Advances in Neural Information Processing Systems 37: Annual Conference on Neural Information Processing Systems 2024, 2024

2022

On the Re-Solving Heuristic for (Binary) Contextual Bandits with Knapsacks.

Rui Ai, Zhaohua Chen, Xiaotie Deng, Yuqi Pan, Chang Wang, Mingwei Yang

CoRR, 2022

No-regret Learning in Repeated First-Price Auctions with Budget Constraints.

Rui Ai, Chang Wang, Chenchen Li, Jinshan Zhang, Wenhan Huang, Xiaotie Deng

CoRR, 2022