DSAF-Former: DRL-Based Subchannel Assignment Framework Using Transformer in mmWave IABN. - Zhongyu Ma; Zhirong Liu; Guangjie Han; Jing Li 163; Ting Li; Qun Guo 001 (IEEE Internet Things J., 2025)

Energy-Efficient Power Controlling for mmWave Integrated Access and Backhaul Network: Deep Reinforcement Learning Based Designment. - Zhongyu Ma; Yajuan Gao; Jing Li 163; Qun Guo 001; Yingting Liu (J. Netw. Syst. Manag., 2025)

Joint Design of Beamforming and IRS Manipulation for Secure Transmission in ISAC System With CRB Constraint. - Zhongyu Ma; Jing Li 163; Zhirong Liu; Guangjie Han; Ting Li; Qun Guo 001 (IEEE Wirel. Commun. Lett., 2025)

Energy-and-Spectrum-Efficient Trade-Off Oriented Multi-Domains Resource Management Approach in RIS-Aided IABN Using NOMA With Imperfect SIC. - Zhongyu Ma; Jing Li 163; Guangjie Han; Yajing Wang; Zhirong Liu; Zhanjun Hao 001; Qun Guo 001 (IEEE Trans. Green Commun. Netw., 2025)

End-to-End Achievable Rate Maximized Resource Allocation in IRS-Aided IAB Network: A Multi-Agents DRL Framework-Based Scheme. - Zhongyu Ma; Zhirong Liu; Jing Li 163; Guangjie Han; Qun Guo 001 (IEEE Netw. Lett., 2026)

Separating or Sharing: Tradeoff Oriented Joint Optimization of Beamforming and Reflective Precoding in Active RIS-Enabled ISAC System. - Zhongyu Ma; Yuxi Gao; Jing Li 163; Zhirong Liu; Yuankun Tang; Guangjie Han (IEEE Trans. Mob. Comput., 2026)