Energy Efficient Resource Allocation for Secure NOMA Networks. - Haijun Zhang 001; Ning Yang 005; Keping Long; Miao Pan; George K. Karagiannidis; Arumugam Nallanathan (VTC Spring, 2018)

Spectrum Management Scheme in Fog IoT Networks. - Ning Yang 005; Haijun Zhang 001; Keping Long; Chunxiao Jiang; Yang Yang (IEEE Commun. Mag., 2018)

Secure Communications in NOMA System: Subcarrier Assignment and Power Allocation. - Haijun Zhang 001; Ning Yang 005; Keping Long; Miao Pan; George K. Karagiannidis; Victor C. M. Leung (IEEE J. Sel. Areas Commun., 2018)

Partially Observable Multi-Agent Deep Reinforcement Learning for Cognitive Resource Management. - Ning Yang 005; Haijun Zhang 001; Randall Berry (GLOBECOM, 2020)

Deep Neural Network for Resource Management in NOMA Networks. - Ning Yang 005; Haijun Zhang 001; Keping Long; Hung-Yun Hsieh; Jiangchuan Liu (IEEE Trans. Veh. Technol., 2020)

Power Control Based on Deep Reinforcement Learning for Spectrum Sharing. - Haijun Zhang 001; Ning Yang 005; Wei Huangfu; Keping Long; Victor C. M. Leung (IEEE Trans. Wirel. Commun., 2020)

Joint Caching and Transmission in the Mobile Edge Network: An Multi-Agent Learning Approach. - Qirui Mi; Ning Yang 005; Haifeng Zhang 002; Haijun Zhang 001; Jun Wang 012 (GLOBECOM, 2021)

Joint Caching and Transmission in the Mobile Edge Network: A Multi-Agent Learning Approach. - Qirui Mi; Ning Yang 005; Haifeng Zhang 002; Haijun Zhang 001; Jun Wang 012 (CoRR, 2022)

Minimizing Age of Information for Mobile Edge Computing Systems: A Nested Index Approach. - Shuo Chen; Ning Yang 005; Meng Zhang 013; Jun Wang 012 (WiOpt, 2023)

Multi-objective Deep Reinforcement Learning for Mobile Edge Computing. - Ning Yang 005; Junrui Wen; Meng Zhang 013; Ming Tang 006 (WiOpt, 2023)

Correlated Mean Field Imitation Learning. - Zhiyu Zhao; Ning Yang 005; Xue Yan; Haifeng Zhang 002; Jun Wang 012; Yaodong Yang 001 (CoRR, 2024)

Age-minimal Multicast by Graph Attention Reinforcement Learning. - Yanning Zhang; Guocheng Liao; Shengbin Cao; Ning Yang 005; Meng Zhang 013 (CoRR, 2024)

Mean Field Correlated Imitation Learning. - Zhiyu Zhao; Chengdong Ma; Qirui Mi; Ning Yang 005; Xue Yan; Mengyue Yang; Haifeng Zhang; Jun Wang 012; Yaodong Yang 001 (AAMAS, 2025)

Beyond the Edge: An Advanced Exploration of Reinforcement Learning for Mobile Edge Computing, Its Applications, and Future Research Trajectories. - Ning Yang 005; Shuo Chen; Haijun Zhang 001; Randall Berry (IEEE Commun. Surv. Tutorials, 2025)

ARIES: Stimulating Self-Refinement of Large Language Models by Iterative Preference Optimization. - Yongcheng Zeng; Xinyu Cui; Xuanfa Jin; Guoqing Liu; Zexu Sun; Quan He; Dong Li 016; Ning Yang 005; Jianye Hao; Haifeng Zhang; Jun Wang 012 (CoRR, 2025)

Enhancing Efficiency and Propulsion in Bio-mimetic Robotic Fish through End-to-End Deep Reinforcement Learning. - Xinyu Cui; Boai Sun; Yi Zhu; Ning Yang 005; Haifeng Zhang; Weicheng Cui; Dixia Fan; Jun Wang 012 (CoRR, 2025)