Deep Reinforcement Learning Based Beamforming for Throughput Maximization in Ultra-Dense Networks. - Huihan Yu; Yang Xiao 013; Jiawei Wu 004; Zilong He; Fang Liu 026; Jun Liu 014 (WCNC, 2022)

Scalable QoS-Aware Multipath Routing in Hybrid Knowledge-Defined Networking With Multiagent Deep Reinforcement Learning. - Yang Xiao 013; Ying Yang; Huihan Yu; Jun Liu 014 (IEEE Trans. Mob. Comput., 2024)

Adaptive Joint Routing and Caching in Knowledge-Defined Networking: An Actor-Critic Deep Reinforcement Learning Approach. - Yang Xiao 013; Huihan Yu; Ying Yang; Yixing Wang; Jun Liu 014; Nirwan Ansari (IEEE Trans. Mob. Comput., 2025)