Wang, Xuchuang

14 publications

NeurIPS 2025 Federated Multi-Armed Bandits with Efficient Bit-Level Communications Haoran Zhang, Yang Xu, Xuchuang Wang, Hao-Xu Chen, Hao Qiu, Lin Yang, Yang Gao

ICML 2025 Fusing Reward and Dueling Feedback in Stochastic Bandits Xuchuang Wang, Qirun Zeng, Jinhang Zuo, Xutong Liu, Mohammad Hajiesmaili, John C.S. Lui, Adam Wierman

AAAI 2025 Heterogeneous Multi-Agent Bandits with Parsimonious Hints Amirmahdi Mirfakhar, Xuchuang Wang, Jinhang Zuo, Yair Zick, Mohammad Hajiesmaili

L4DC 2025 Multi-Agent Stochastic Bandits Robust to Adversarial Corruptions Fatemeh Ghaffari, Xuchuang Wang, Jinhang Zuo, Mohammad Hajiesmaili

UAI 2025 Near-Optimal Regret Bounds for Federated Multi-Armed Bandits with Fully Distributed Communication Haoran Zhang, Xuchuang Wang, Hao-Xu Chen, Hao Qiu, Lin Yang, Yang Gao

AAAI 2025 Quantum Best Arm Identification with Quantum Oracles Xuchuang Wang, Yu-Zhen Janice Chen, Matheus Guedes de Andrade, Jonathan Allcock, Mohammad Hajiesmaili, John C. S. Lui, Don Towsley

ICLR 2025 Stochastic Bandits Robust to Adversarial Attacks Xuchuang Wang, Maoli Liu, Jinhang Zuo, Xutong Liu, John C.S. Lui, Mohammad Hajiesmaili

ICML 2024 Combinatorial Multivariant Multi-Armed Bandits with Applications to Episodic Reinforcement Learning and Beyond Xutong Liu, Siwei Wang, Jinhang Zuo, Han Zhong, Xuchuang Wang, Zhiyong Wang, Shuai Li, Mohammad Hajiesmaili, John C.S. Lui, Wei Chen

ICLR 2023 Achieving Near-Optimal Individual Regret & Low Communications in Multi-Agent Bandits Xuchuang Wang, Lin Yang, Yu-Zhen Janice Chen, Xutong Liu, Mohammad Hajiesmaili, Don Towsley, John C.S. Lui

UAI 2023 Exploration for Free: How Does Reward Heterogeneity Improve Regret in Cooperative Multi-Agent Bandits? Xuchuang Wang, Lin Yang, Yu-zhen Janice Chen, Xutong Liu, Mohammad Hajiesmaili, Don Towsley, John C.S. Lui

NeurIPS 2023 Multi-Fidelity Multi-Armed Bandits Revisited Xuchuang Wang, Qingyun Wu, Wei Chen, John C.S. Lui

AISTATS 2023 On-Demand Communication for Asynchronous Multi-Agent Bandits Yu-Zhen Janice Chen, Lin Yang, Xuchuang Wang, Xutong Liu, Mohammad Hajiesmaili, John C. S. Lui, Don Towsley

IJCAI 2022 Multi-Player Multi-Armed Bandits with Finite Shareable Resources Arms: Learning Algorithms & Applications Xuchuang Wang, Hong Xie, John C. S. Lui

ICML 2022 Multiple-Play Stochastic Bandits with Shareable Finite-Capacity Arms Xuchuang Wang, Hong Xie, John C. S. Lui