No-regret Learning in Repeated First-Price Auctions with Budget Constraints. - Rui Ai 002; Chang Wang 004; Chenchen Li; Jinshan Zhang 001; Wenhan Huang; Xiaotie Deng (CoRR, 2022)

A Reinforcement Learning Approach in Multi-Phase Second-Price Auction Design. - Rui Ai 002; Boxiang Lyu; Zhaoran Wang 001; Zhuoran Yang; Michael I. Jordan (CoRR, 2022)

On the Re-Solving Heuristic for (Binary) Contextual Bandits with Knapsacks. - Rui Ai 002; Zhaohua Chen 001; Xiaotie Deng; Yuqi Pan; Chang Wang 004; Mingwei Yang 002 (CoRR, 2022)

Contextual Decision-Making with Knapsacks Beyond the Worst Case. - Zhaohua Chen 001; Rui Ai 002; Mingwei Yang 002; Yuqi Pan; Chang Wang 004; Xiaotie Deng (NeurIPS, 2024)

An Instrumental Value for Data Production and its Application to Data Pricing. - Rui Ai 002; Boxiang Lyu; Zhaoran Wang 001; Zhuoran Yang; Haifeng Xu (CoRR, 2024)

The Sample Complexity of Online Strategic Decision Making with Information Asymmetry and Knowledge Transportability. - Jiachen Hu; Rui Ai 002; Han Zhong 001; Xiaoyu Chen 008; Liwei Wang 001; Zhaoran Wang 001; Zhuoran Yang (CoRR, 2025)