Resource Rationing for Federated Learning with Reinforcement Learning. - Mingqi Han; Xinghua Sun; Sihui Zheng; Xijun Wang 001; Hongzhou Tan (ComComAP, 2021)

Joint Caching, Communication, Computation Resource Management in Mobile-Edge Computing Networks. - Mingqi Han; Xinghua Sun; Xijun Wang 001; Wen Zhan; Xiang Chen 007 (WCNC, 2024)

Multi-Agent Reinforcement Learning Based Uplink OFDMA for IEEE 802.11ax Networks. - Mingqi Han; Xinghua Sun; Wen Zhan; Yayu Gao; Yuan Jiang 008 (IEEE Trans. Wirel. Commun., 2024)

Multiple Access via Curriculum Multitask HAPPO Based on Dynamic Heterogeneous Wireless Network. - Mingqi Han; Zhenyu Chen; Xinghua Sun (IEEE Internet Things J., 2024)

Bandit-Based Multiple Access Approach for Multi-Link Operation in Heterogeneous Dynamic Networks. - Mingqi Han; Zhenyu Chen; Xinghua Sun (IEEE Open J. Commun. Soc., 2025)

Foundation Model Enhanced Multiple Access in Heterogeneous Networks. - Mingqi Han; Xinghua Sun; Xijun Wang 001; Xiang Chen 007 (IEEE Trans. Mob. Comput., 2025)