publications

2024

1. INFOCOM

   LinkSelFiE: Link Selection and Fidelity Estimation in Quantum Networks

   Maoli Liu , Zhuohua Li , Xuchuang Wang, and John C.S. Lui

   In Proceedings of the IEEE Conference on Computer Communications , 2024

   Bib

   @inproceedings{liu2024link,
     title = {LinkSelFiE: Link Selection and Fidelity Estimation in Quantum Networks},
     author = {Liu, Maoli and Li, Zhuohua and Wang, Xuchuang and Lui, John C.S.},
     booktitle = {Proceedings of the IEEE Conference on Computer Communications},
     year = {2024}
   }

2023

1. NeurIPS

   Multi-Fidelity Multi-Armed Bandits Revisited

   Xuchuang Wang, Qingyun Wu , Wei Chen , and John C.S. Lui

   In Advances in Neural Information Processing Systems , 2023

   Bib PDF Slides

   @inproceedings{wang2023fidelity,
     title = {Multi-Fidelity Multi-Armed Bandits Revisited},
     author = {Wang, Xuchuang and Wu, Qingyun and Chen, Wei and Lui, John C.S.},
     booktitle = {Advances in Neural Information Processing Systems},
     year = {2023}
   }

2. TMC

   Analyzing Queueing Problems via Bandits with Linear Reward and Nonlinear Workload Fairness

   Xuchuang Wang, Hong Xie , and John C.S. Lui

   In The IEEE Transactions on Mobile Computing , 2023

   Bib HTML

   @inproceedings{wang2023analyzing,
     title = {Analyzing Queueing Problems via Bandits with Linear Reward and Nonlinear Workload Fairness},
     author = {Wang, Xuchuang and Xie, Hong and Lui, John C.S.},
     booktitle = {The IEEE Transactions on Mobile Computing},
     year = {2023}
   }

3. PEVA

   Optimizing Recommendations under Abandonment Risks: Models and Algorithms

   Xuchuang Wang, Hong Xie , Pinghui Wang , and John C.S. Lui

   Performance Evaluation, 2023

   Bib HTML

   @article{wang2023optimizing,
     title = {Optimizing Recommendations under Abandonment Risks: Models and Algorithms},
     author = {Wang, Xuchuang and Xie, Hong and Wang, Pinghui and Lui, John C.S.},
     journal = {Performance Evaluation},
     pages = {102351},
     year = {2023},
     publisher = {Elsevier}
   }

4. UAI

   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 , and John C.S. Lui

   In The 39th Conference on Uncertainty in Artificial Intelligence , 2023

   Bib PDF Slides

   @inproceedings{wang2023explore,
     title = {Exploration for Free: How Does Reward Heterogeneity Improve Regret in Cooperative Multi-agent Bandits?},
     author = {Wang, Xuchuang and Yang, Lin and Chen, Yu-zhen Janice and Liu, Xutong and Hajiesmaili, Mohammad and Towsley, Don and Lui, John C.S.},
     booktitle = {The 39th Conference on Uncertainty in Artificial Intelligence},
     year = {2023},
   }

5. ICLR

   Achieve Near-Optimal Individual Regret & Low Communications in Multi-Agent Bandits

   Xuchuang Wang, Lin Yang , Yu-zhen Janice Chen , Xutong Liu , Mohammad Hajiesmaili , Don Towsley , and John C.S. Lui

   In International Conference on Learning Representations , 2023

   Bib PDF Slides

   @inproceedings{wang2023achieve,
     title = {Achieve Near-Optimal Individual Regret \& Low Communications in Multi-Agent Bandits},
     author = {Wang, Xuchuang and Yang, Lin and Chen, Yu-zhen Janice and Liu, Xutong and Hajiesmaili, Mohammad and Towsley, Don and Lui, John C.S.},
     booktitle = {International Conference on Learning Representations},
     year = {2023},
   }

6. AISTATS

   On-Demand Communication for Asynchronous Multi-Agent Bandits

   Yu-zhen Janice Chen , Lin Yang , Xuchuang Wang, Xutong Liu , Mohammad Hajiesmaili , John C.S. Lui , and Don Towsley

   In The 26th International Conference on Artificial Intelligence and Statistics , 2023

   Bib PDF

   @inproceedings{chen2023ondemand,
     title = {On-Demand Communication for Asynchronous Multi-Agent Bandits},
     author = {Chen, Yu-zhen Janice and Yang, Lin and Wang, Xuchuang and Liu, Xutong and Hajiesmaili, Mohammad and Lui, John C.S. and Towsley, Don},
     booktitle = {The 26th International Conference on Artificial Intelligence and Statistics},
     year = {2023}
   }

2022

1. IJCAI

   Multi-Player Multi-Armed Bandits with Finite Shareable Resources Arms: Learning Algorithms & Applications

   Xuchuang Wang, Hong Xie , and John C.S. Lui

   In Proceedings of the 31st International Joint Conference on Artificial Intelligence, IJCAI-22 , 2022

   Bib PDF Slides

   @inproceedings{wang2022multi,
     title = {Multi-Player Multi-Armed Bandits with Finite Shareable Resources Arms: Learning Algorithms \& Applications},
     author = {Wang, Xuchuang and Xie, Hong and Lui, John C.S.},
     booktitle = {Proceedings of the 31st International Joint Conference on
                      Artificial Intelligence, {IJCAI-22}},
     year = {2022}
   }

2. ICML

   Multiple-Play Stochastic Bandits with Shareable Finite-Capacity Arms

   Xuchuang Wang, Hong Xie , and John C.S. Lui

   In Proceedings of the 39th International Conference on Machine Learning , 2022

   Bib PDF Slides

   @inproceedings{wang2022multiple,
     title = {Multiple-Play Stochastic Bandits with Shareable Finite-Capacity Arms},
     author = {Wang, Xuchuang and Xie, Hong and Lui, John C.S.},
     booktitle = {Proceedings of the 39th International Conference on Machine Learning},
     pages = {23181--23212},
     year = {2022},
     organization = {PMLR},
   }