Multi-Agent Deep Reinforcement Learning Based Consistency Control in Train Platoon Systems. - Xinran Zhang 004; Gaofeng Nie; Wanli Ni; Hui Tian 003 (HPCC/DSS/SmartCity/DependSys, 2021)

Deep Reinforcement Learning for Over-the-Air Federated Learning in SWIPT-Enabled IoT Networks. - Xinran Zhang 004; Hui Tian 003; Wanli Ni; Mengying Sun (VTC Fall, 2022)

Deep Reinforcement Learning for Multi-Functional RIS-Aided Over-the-Air Federated Learning in Internet of Robotic Things. - Xinran Zhang 004; Hui Tian 003; Wanli Ni; Zhaohui Yang 001 (ICC, 2024)

Deep Reinforcement Learning for Energy Efficiency Maximization in SWIPT-Based Over-the-Air Federated Learning. - Xinran Zhang 004; Hui Tian 003; Wanli Ni; Zhaohui Yang 001; Mengying Sun (IEEE Trans. Green Commun. Netw., 2024)

Joint Beamforming Design for Multi-Functional RIS-Aided Over-the-Air Computation. - Xinran Zhang 004; Hui Tian 003; Wanli Ni (ICASSP, 2025)

Reconfigurable Intelligent Surface for Internet of Robotic Things. - Wanli Ni; Ruyu Luo; Xinran Zhang 004; Peng Wang 152; Wen Wang 011; Hui Tian 003 (IEEE Internet Things Mag., 2025)

Joint Beamforming Design for Multifunctional RIS-Aided Over-the-Air Federated Learning. - Xinran Zhang 004; Hui Tian 003; Wanli Ni; Zhaohui Yang 001 (IEEE Internet Things J., 2025)

Over-the-Air Data Aggregation Aided by Multi-Functional RIS in Internet of Robotic Things. - Xinran Zhang 004; Hui Tian 003; Wanli Ni; Zhaohui Yang 001 (IEEE Trans. Veh. Technol., 2025)