| 2026 | AAAI | A Multi-Agent Conversational Bandit Approach to Online Evaluation and Selection of User-Aligned LLM Responses. | Xiangxiang Dai, Yuejin Xie, Maoli Liu, Xuchuang Wang, Zhuohua Li, Huanyu Wang, John C. S. Lui |
| 2025 | ICLR | Demystifying Online Clustering of Bandits: Enhanced Exploration Under Stochastic and Smoothed Adversarial Contexts. | Zhuohua Li, Maoli Liu, Xiangxiang Dai, John C. S. Lui |
| 2025 | ICLR | Stochastic Bandits Robust to Adversarial Attacks. | Xuchuang Wang, Maoli Liu, Jinhang Zuo, Xutong Liu, John C. S. Lui, Mohammad Hajiesmaili |
| 2025 | INFOCOM | Learning Best Paths in Quantum Networks. | Xuchuang Wang, Maoli Liu, Xutong Liu, Zhuohua Li, Mohammad Hajiesmaili, John C. S. Lui, Don Towsley |
| 2025 | KDD | Leveraging the Power of Conversations: Optimal Key Term Selection in Conversational Contextual Bandits. | Maoli Liu, Zhuohua Li, Xiangxiang Dai, John C. S. Lui |
| 2025 | WWW | Towards Efficient Conversational Recommendations: Expected Value of Information Meets Bandit Learning. | Zhuohua Li, Maoli Liu, Xiangxiang Dai, John C. S. Lui |
| 2024 | IJCAI | FedConPE: Efficient Federated Conversational Bandits with Heterogeneous Clients. | Zhuohua Li, Maoli Liu, John C. S. Lui |
| 2024 | INFOCOM | Quantum BGP with Online Path Selection via Network Benchmarking. | Maoli Liu, Zhuohua Li, Kechao Cai, Jonathan Allcock, Shengyu Zhang, John C. S. Lui |
| 2024 | INFOCOM | LinkSelFiE: Link Selection and Fidelity Estimation in Quantum Networks. | Maoli Liu, Zhuohua Li, Xuchuang Wang, John C. S. Lui |