Deep Reinforcement Learning Based Subchannel Selection and Power Allocation in Wireless Networks with Imperfect CSI. - Ningzhe Shi; Yu Zhang 117; Yiqing Zhou 001 (VTC2023-Spring, 2023)

Cost-Aware Deep Reinforcement Learning for eMBB-URLLC Multiplexing Resource Allocation. - Zihan Lin; Ningzhe Shi; Yiqing Zhou 001; Jinglin Shi (WCNC, 2025)

Query-Aware Semantic Encoder-Based Resource Allocation in Task-Oriented Communications. - Qing Cai; Yiqing Zhou 001; Ling Liu 006; Hanxiao Yu; Yihao Wu; Ningzhe Shi; Jinglin Shi (IEEE Trans. Mob. Comput., 2025)

OFDM-Based NOMA-Enhanced Coexistence of SemCom and BitCom System. - Hanxiao Yu; Ningzhe Shi; Jinglin Shi; Jing Guo 003; Siqiang Wang; Zesong Fei (IEEE Wirel. Commun. Lett., 2025)

Content Accuracy and Quality Aware Resource Allocation Based on LP-Guided DRL for ISAC-Driven AIGC Networks. - Ningzhe Shi; Yiqing Zhou 001; Ling Liu 006; Jinglin Shi; Yihao Wu; Haiwei Shi; Hanxiao Yu (CoRR, 2025)

Statistical Multiplexing Gain Analysis of Centralized Open Radio Access Networks With Limited Cells and Heterogeneous Traffics. - Lu Wang; Yiqing Zhou 001; Ya-Feng Liu; Ling Liu 006; Ningzhe Shi; Lin Tian; Jinglin Shi (IEEE Trans. Veh. Technol., 2025)