Xuchuang Wang

xuchuangwang@umass.edu
I am a postdoc at University of Massachusetts - Amherst, working with Don Towsley and Mohammad Hajiesmaili. I received my Ph.D. in the Department of Computer Science & Engineering at The Chinese University of Hong Kong under the guidance of John C.S. Lui.
Research Highlights
- Multi-agent sequential decision-making:
- communication-efficient algorithms (SIGMETRICS’25, ICLR’23, AISTATS’23),
- heterogenous cooperation algorithms (AAAI’25a, UAI’23).
- Quantum network performance evaluation:
- quantum network routing optimization (INFOCOM’25, INFOCOM’24),
- quantum best arm identification (AAAI’25b).
- Online learning theory:
- bandit algorithms robust to adversarial attack (ICLR’25, L4DC’25),
- multi-fidelity best arm identification (NeurIPS’23),
- bandit algorithms with unknown-capacity shareable arms (ICML’22, IJCAI’22).
selected publications
- SIGMETRICSAsynchronous Multi-Agent Bandits: Fully Distributed vs. Leader-Coordinated AlgorithmsIn ACM International Conference on Measurement and Modeling of Computer Systems , 2025
- AAAIBest Arm Identification with Quantum OraclesIn The 39th Annual AAAI Conference on Artificial Intelligence , 2025