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2020 – today
- 2025
[j4]Xuchuang Wang
, Yu-Zhen Janice Chen, Xutong Liu, Lin Yang, Mohammad Hajiesmaili, Don Towsley, John C. S. Lui:
Asynchronous Multi-Agent Bandits: Fully Distributed vs. Leader-Coordinated Algorithms. Proc. ACM Meas. Anal. Comput. Syst. 9(1): 3:1-3:39 (2025)- [c17]Amirmahdi Mirfakhar, Xuchuang Wang, Jinhang Zuo, Yair Zick, Mohammad Hajiesmaili:
Heterogeneous Multi-Agent Bandits with Parsimonious Hints. AAAI 2025: 19467-19474 - [c16]Xuchuang Wang, Yu-Zhen Janice Chen, Matheus Guedes de Andrade, Jonathan Allcock, Mohammad Hajiesmaili, John C. S. Lui, Don Towsley:
Quantum Best Arm Identification with Quantum Oracles. AAAI 2025: 21321-21329 - [c15]Xuchuang Wang, Maoli Liu, Jinhang Zuo, Xutong Liu, John C. S. Lui, Mohammad Hajiesmaili:
Stochastic Bandits Robust to Adversarial Attacks. ICLR 2025 - [c14]Xuchuang Wang, Qirun Zeng, Jinhang Zuo, Xutong Liu, Mohammad Hajiesmaili, John C. S. Lui, Adam Wierman:
Fusing Reward and Dueling Feedback in Stochastic Bandits. ICML 2025 - [c13]Xuchuang Wang, Maoli Liu, Xutong Liu, Zhuohua Li, Mohammad Hajiesmaili, John C. S. Lui, Don Towsley:
Learning Best Paths in Quantum Networks. INFOCOM 2025: 1-10 - [c12]Fatemeh Ghaffari, Xuchuang Wang, Jinhang Zuo, Mohammad Hajiesmaili:
Multi-agent Stochastic Bandits Robust to Adversarial Corruptions. L4DC 2025: 12-25 - [c11]Xuchuang Wang, Yu-Zhen Janice Chen, Xutong Liu, Lin Yang, Mohammad Hajiesmaili, Don Towsley, John C. S. Lui:
Asynchronous Multi-Agent Bandits: Fully Distributed vs. Leader-Coordinated Algorithms. SIGMETRICS (Abstracts) 2025: 109-111 - [c10]Xutong Liu, Xiangxiang Dai, Xuchuang Wang, Mohammad Hajiesmaili, John C. S. Lui:
Combinatorial Logistic Bandits. SIGMETRICS (Abstracts) 2025: 112-114 - [c9]Haoran Zhang, Xuchuang Wang, Hao-Xu Chen, Hao Qiu, Lin Yang, Yang Gao:
Near-Optimal Regret Bounds for Federated Multi-armed Bandits with Fully Distributed Communication. UAI 2025: 4959-4981 - [i23]Xiangxiang Dai, Yuejin Xie, Maoli Liu, Xuchuang Wang, Zhuohua Li, Huanyu Wang, John C. S. Lui:
Multi-Agent Conversational Online Learning for Adaptive LLM Response Identification. CoRR abs/2501.01849 (2025) - [i22]Mengfan Xu, Liren Shan, Fatemeh Ghaffari, Xuchuang Wang, Xutong Liu, Mohammad Hajiesmaili:
Heterogeneous Multi-agent Multi-armed Bandits on Stochastic Block Models. CoRR abs/2502.08003 (2025) - [i21]Amirmahdi Mirfakhar, Xuchuang Wang, Jinhang Zuo, Yair Zick, Mohammad Hajiesmaili:
Heterogeneous Multi-Agent Bandits with Parsimonious Hints. CoRR abs/2502.16128 (2025) - [i20]Xuchuang Wang, Qirun Zeng, Jinhang Zuo, Xutong Liu, Mohammad Hajiesmaili, John C. S. Lui, Adam Wierman:
Fusing Reward and Dueling Feedback in Stochastic Bandits. CoRR abs/2504.15812 (2025) - [i19]Xuchuang Wang, Yu-Zhen Janice Chen, Matheus Guedes de Andrade, Mohammad Hajiesmaili, John C. S. Lui, Ting He, Don Towsley:
Online Experimental Design for Network Tomography. CoRR abs/2504.21549 (2025) - [i18]Jingyuan Liu, Zeyu Zhang, Xuchuang Wang, Xutong Liu, John C. S. Lui, Mohammad Hajiesmaili, Carlee Joe-Wong:
Offline Clustering of Linear Bandits: Unlocking the Power of Clusters in Data-Limited Environments. CoRR abs/2505.19043 (2025) - [i17]Qirun Zeng, Eric He, Richard Hoffmann, Xuchuang Wang, Jinhang Zuo:
Practical Adversarial Attacks on Stochastic Bandits via Fake Data Injection. CoRR abs/2505.21938 (2025) - [i16]Xuchuang Wang, Maoli Liu, Xutong Liu, Zhuohua Li, Mohammad Hajiesmaili, John C. S. Lui, Don Towsley:
Learning Best Paths in Quantum Networks. CoRR abs/2506.12462 (2025) - [i15]Xuchuang Wang, Bo Sun, Hedyeh Beyhaghi, John C. S. Lui, Mohammad Hajiesmaili, Adam Wierman:
Competitive Algorithms for Cooperative Multi-Agent Ski-Rental Problems. CoRR abs/2507.15727 (2025) - [i14]Daoyuan Zhou, Xuchuang Wang, Lin Yang, Yang Gao:
Distributed Algorithms for Multi-Agent Multi-Armed Bandits with Collision. CoRR abs/2510.06683 (2025) - [i13]Jingyuan Liu, Fatemeh Ghaffari, Xuchuang Wang, Xutong Liu, Mohammad Hajiesmaili, Carlee Joe-Wong:
Offline Clustering of Preference Learning with Active-data Augmentation. CoRR abs/2510.26301 (2025) - [i12]Xuchuang Wang, Matheus Guedes de Andrade, Guus Avis, Yu-Zhen Janice Chen, Mohammad Hajiesmaili, Don Towsley:
Quantum Network Tomography for General Topology with SPAM Errors. CoRR abs/2511.01074 (2025) - [i11]Fatemeh Ghaffari, Siddarth Sitaraman, Xutong Liu, Xuchuang Wang, Mohammad Hajiesmaili:
Online Learning to Rank under Corruption: A Robust Cascading Bandits Approach. CoRR abs/2511.03074 (2025) - 2024
- [j3]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): 3410-3423 (2024) - [c8]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. ICML 2024 - [c7]Maoli Liu, Zhuohua Li, Xuchuang Wang, John C. S. Lui:
LinkSelFiE: Link Selection and Fidelity Estimation in Quantum Networks. INFOCOM 2024: 1421-1430 - [i10]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 abs/2406.01386 (2024) - [i9]Xuchuang Wang, Jinhang Zuo, Xutong Liu, John C. S. Lui, Mohammad Hajiesmaili:
Stochastic Bandits Robust to Adversarial Attacks. CoRR abs/2408.08859 (2024) - [i8]Xutong Liu, Xiangxiang Dai, Xuchuang Wang, Mohammad Hajiesmaili, John C. S. Lui:
Combinatorial Logistic Bandits. CoRR abs/2410.17075 (2024) - [i7]Fatemeh Ghaffari, Xuchuang Wang, Jinhang Zuo, Mohammad Hajiesmaili:
Multi-Agent Stochastic Bandits Robust to Adversarial Corruptions. CoRR abs/2411.08167 (2024) - 2023
- [j2]Xuchuang Wang, Hong Xie, Pinghui Wang, John C. S. Lui:
Optimizing recommendations under abandonment risks: Models and algorithms. Perform. Evaluation 161: 102351 (2023) - [j1]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): 72-74 (2023) - [c6]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: 3903-3930 - [c5]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 - [c4]Xuchuang Wang, Qingyun Wu, Wei Chen, John C. S. Lui:
Multi-Fidelity Multi-Armed Bandits Revisited. NeurIPS 2023 - [c3]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: 2192-2202 - [i6]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 abs/2302.07446 (2023) - [i5]Xuchuang Wang, Qingyun Wu, Wei Chen, John C. S. Lui:
Multi-Fidelity Multi-Armed Bandits Revisited. CoRR abs/2306.07761 (2023) - [i4]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 abs/2308.04314 (2023) - [i3]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 abs/2311.01698 (2023) - 2022
- [c2]Xuchuang Wang, Hong Xie, John C. S. Lui:
Multiple-Play Stochastic Bandits with Shareable Finite-Capacity Arms. ICML 2022: 23181-23212 - [c1]Xuchuang Wang, Hong Xie, John C. S. Lui:
Multi-Player Multi-Armed Bandits with Finite Shareable Resources Arms: Learning Algorithms & Applications. IJCAI 2022: 3537-3543 - [i2]Xuchuang Wang, Hong Xie, John C. S. Lui:
Multi-Player Multi-Armed Bandits with Finite Shareable Resources Arms: Learning Algorithms & Applications. CoRR abs/2204.13502 (2022) - [i1]Xuchuang Wang, Hong Xie, John C. S. Lui:
Multiple-Play Stochastic Bandits with Shareable Finite-Capacity Arms. CoRR abs/2206.08776 (2022)
Coauthor Index
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