Research on Hybrid Data Verification Method for Educational Data. - Lin Dong; Xinhong Hei 001; Xiaojiao Liu; Ping He; Bin Wang 046 (ICPCSEE (1), 2018)

Deep Reinforcement Learning for Flocking Motion of Multi-UAV Systems: Learn From a Digital Twin. - Gaoqing Shen; Lei Lei 003; Zhilin Li; Shengsuo Cai; Lijuan Zhang 003; Pan Cao; Xiaojiao Liu (IEEE Internet Things J., 2022)

Computational Intelligence Algorithms for UAV Swarm Networking and Collaboration: A Comprehensive Survey and Future Directions. - Pan Cao; Lei Lei 003; Shengsuo Cai; Gaoqing Shen; Xiaojiao Liu; Xinyi Wang; Lijuan Zhang 003; Liang Zhou 002; Mohsen Guizani (IEEE Commun. Surv. Tutorials, 2024)

Digital Twin-Enabled Deep Reinforcement Learning for Safety-Guaranteed Flocking Motion of UAV Swarm. - Zhilin Li; Lei Lei 003; Gaoqing Shen; Xiaochang Liu; Xiaojiao Liu (Trans. Emerg. Telecommun. Technol., 2024)

Dynamic Data-Driven Digital Twin Network Construction and Calibration for AAV Swarms. - Xiaochang Liu; Zhilin Li; Lei Lei 003; Gaoqing Shen; Shengsuo Cai; Xiaojiao Liu (IEEE Internet Things J., 2025)

AAV Swarm Cooperative Search Based on Scalable Multiagent Deep Reinforcement Learning With Digital Twin-Enabled Sim-to-Real Transfer. - Pan Cao; Lei Lei 003; Gaoqing Shen; Shengsuo Cai; Xiaojiao Liu; Xiaochang Liu (IEEE Trans. Mob. Comput., 2025)