Publications

You can also find my articles on my Google Scholar profile.

Conference Papers

1. Rui Hu, Yifan Zhang, Zhuoran Li, Longbo Huang, ‘‘Beyond Squared Error: Exploring Loss Design for Enhanced Training of Generative Flow Networks," Proceedings of the Thirteenth International Conference on Learning Representations (ICLR), April 2025. (Spotlight)
   

2. Hai Zhong, Xun Wang, Zhuoran Li, Longbo Huang, ‘‘Offline-to-Online Multi-Agent Reinforcement Learning with Offline Value Function Memory and Sequential Exploration,’’ Proceedings of The 24th International Conference on Autonomous Agents and Multi-Agent Systems (AAMAS), May 2025.
   

3. Pihe Hu, Shoaling Li, Zhuoran Li, Ling Pan, Longbo Huang, ‘‘Value-Based Deep Multi-Agent Reinforcement Learning with Dynamic Sparse Training,’’ Proceedings of the Thirty-seventh Conference on Neural Information Processing Systems (NeurIPS), December 2024.
   

4. Zhuoran Li, Pihe Hu, Longbo Huang, “Offline Learning-based Multi-User Delay-Constrained Scheduling,” Proceedings of the 21st IEEE International Conference on Mobile Ad Hoc and Smart Systems (MASS), September 2024. (Invited Paper)
   

5. Qingsong Liu, Zhuoran Li, and Zhixuan Fang, “Online Convex Optimization with Switching Costs: Algorithms and Performance,” Proceedings of the 20th International Symposium on Modeling and Optimization in Mobile, Ad Hoc and Wireless Networks (WiOpt), September 2022.

Journal Papers

1. Qingsong Liu, Zhuoran Li, and Zhixuan Fang, “Smoothed Online Decision Making in Communication: Algorithms and Applications,” IEEE/ACM Transactions on Networking (TON), Early access.
   

2. Zhuoran Li, Xing Wang, Ling Pan, Lin Zhu, Zhendong Wang, Junlan Feng, Chao Deng, Longbo Huang, “Network Topology Optimization via Deep Reinforcement Learning,” IEEE Transactions on Communications (TCOM), vol. 71, issue 5, pp. 2847 - 2859, February 2023.
   

Working Papers

1. Zhuoran Li, Ling Pan, Longbo Huang. Beyond Conservatism: Diffusion Policies in Offline Multi-agent Reinforcement Learning. arXiv preprint arXiv:2307.01472, 2023.
   

2. Zhuoran Li, Ruishuo Chen, Hai Zhong, Longbo Huang. Offline Critic-Guided Diffusion Policy for Multi-User Delay-Constrained Scheduling. arXiv preprint arXiv:2501.12942, 2025.
   

3. Xun Wang, Zhuoran Li, Hai Zhong, Longbo Huang. Few is More: Task-Efficient Skill-Discovery for Multi-Task Offline Multi-Agent Reinforcement Learning.