Deep Reinforcement Learning Based Subcarrier Allocation With End-To-End Implicit CSI Acquisition in Multiuser OFDM Systems. - Lingling Zhang 018; Yuan Zhang 002 (Trans. Emerg. Telecommun. Technol., 2025)

Deep Reinforcement Learning Based Joint Uplink and Downlink Resource Allocation for URLLC. - Lingling Zhang 018; Yuan Zhang 002; Jun Zheng 002 (IEEE Trans. Veh. Technol., 2025)

Hierarchical DRL-Based Resource Allocation for Latency-Constrained Packet Dropping Rate Optimization in URLLC. - Lingling Zhang 018; Yuan Zhang 002 (IEEE Trans. Netw. Serv. Manag., 2026)