Xuchuang Wang

Publication Activity (10 Years)

Years Active: 2022-2024
Publications (10 Years): 17

Top Topics

Multi Armed Bandits

Reinforcement Learning

Top Venues

SIGMETRICS Perform. Evaluation Rev.

IEEE Trans. Mob. Comput.

Publications

Xutong Liu, Siwei Wang, Jinhang Zuo, Han Zhong, Xuchuang Wang, Zhiyong Wang, Shuai Li, Mohammad Hajiesmaili, John C. S. Lui, Wei Chen
Combinatorial Multivariant Multi-Armed Bandits with Applications to Episodic Reinforcement Learning and Beyond. CoRR (2024)
Maoli Liu, Zhuohua Li, Xuchuang Wang, John C. S. Lui
LinkSelFiE: Link Selection and Fidelity Estimation in Quantum Networks. INFOCOM (2024)
Xuchuang Wang, Hong Xie, John C. S. Lui
Analyzing Queueing Problems via Bandits With Linear Reward & Nonlinear Workload Fairness. IEEE Trans. Mob. Comput. 23 (4) (2024)
Xuchuang Wang, Qingyun Wu, Wei Chen, John C. S. Lui
Multi-Fidelity Multi-Armed Bandits Revisited. CoRR (2023)
Xuchuang Wang, Yu-Zhen Janice Chen, Matheus Guedes de Andrade, Mohammad Hajiesmaili, John C. S. Lui, Don Towsley
Quantum Best Arm Identification. SIGMETRICS Perform. Evaluation Rev. 51 (2) (2023)
Yu-Zhen Janice Chen, Lin Yang, Xuchuang Wang, Xutong Liu, Mohammad H. Hajiesmaili, John C. S. Lui, Don Towsley
On-Demand Communication for Asynchronous Multi-Agent Bandits. CoRR (2023)
Lin Yang, Xuchuang Wang, Mohammad Hajiesmaili, Lijun Zhang, John C. S. Lui, Don Towsley
Cooperative Multi-agent Bandits: Distributed Algorithms with Optimal Individual Regret and Constant Communication Costs. CoRR (2023)
Xuchuang Wang, Lin Yang, Yu-Zhen Janice Chen, Xutong Liu, Mohammad Hajiesmaili, Don Towsley, John C. S. Lui
Exploration for Free: How Does Reward Heterogeneity Improve Regret in Cooperative Multi-agent Bandits? UAI (2023)
Jinhang Zuo, Zhiyao Zhang, Xuchuang Wang, Cheng Chen, Shuai Li, John C. S. Lui, Mohammad Hajiesmaili, Adam Wierman
Adversarial Attacks on Cooperative Multi-agent Bandits. CoRR (2023)
Xuchuang Wang, Hong Xie, Pinghui Wang, John C. S. Lui
Optimizing recommendations under abandonment risks: Models and algorithms. Perform. Evaluation 161 (2023)
Xuchuang Wang, Lin Yang, Yu-Zhen Janice Chen, Xutong Liu, Mohammad Hajiesmaili, Don Towsley, John C. S. Lui
Achieving Near-Optimal Individual Regret & Low Communications in Multi-Agent Bandits. ICLR (2023)
Xuchuang Wang, Qingyun Wu, Wei Chen, John C. S. Lui
Multi-Fidelity Multi-Armed Bandits Revisited. NeurIPS (2023)
Yu-Zhen Janice Chen, Lin Yang, Xuchuang Wang, Xutong Liu, Mohammad H. Hajiesmaili, John C. S. Lui, Don Towsley
On-Demand Communication for Asynchronous Multi-Agent Bandits. AISTATS (2023)
Xuchuang Wang, Hong Xie, John C. S. Lui
Multiple-Play Stochastic Bandits with Shareable Finite-Capacity Arms. CoRR (2022)
Xuchuang Wang, Hong Xie, John C. S. Lui
Multi-Player Multi-Armed Bandits with Finite Shareable Resources Arms: Learning Algorithms & Applications. CoRR (2022)
Xuchuang Wang, Hong Xie, John C. S. Lui
Multi-Player Multi-Armed Bandits with Finite Shareable Resources Arms: Learning Algorithms & Applications. IJCAI (2022)
Xuchuang Wang, Hong Xie, John C. S. Lui
Multiple-Play Stochastic Bandits with Shareable Finite-Capacity Arms. ICML (2022)