Generative Adversarial Network-Based Transfer Reinforcement Learning for Routing With Prior Knowledge. - Tianjian Dong; Qi Qi 001; Jingyu Wang 001; Alex X. Liu; Haifeng Sun 001; Zirui Zhuang; Jianxin Liao (IEEE Trans. Netw. Serv. Manag., 2021)

Intelligent Joint Network Slicing and Routing via GCN-Powered Multi-Task Deep Reinforcement Learning. - Tianjian Dong; Zirui Zhuang; Qi Qi 001; Jingyu Wang 001; Haifeng Sun 001; F. Richard Yu; Tao Sun 010; Cheng Zhou; Jianxin Liao (IEEE Trans. Cogn. Commun. Netw., 2022)

Standing on the Shoulders of Giants: Cross-Slice Federated Meta Learning for Resource Orchestration to Cold-Start Slice. - Tianjian Dong; Qi Qi 001; Jingyu Wang 001; Zirui Zhuang; Haifeng Sun 001; Jianxin Liao; Zhu Han 001 (IEEE/ACM Trans. Netw., 2023)