Dual-Agent DRL-Based Service Placement, Task Scheduling, and Resource Allocation for Multi-Sensor and Multi-User Edge Computing Networks. - Wenhao Fan; Xiongfei Chun; Zhiyu Fan; Ruimin Zhang; Siyang Liu; Yuan'an Liu (IEEE Trans. Netw. Sci. Eng., 2025)

MADRL-Based Model Partitioning, Aggregation Control, and Resource Allocation for Cloud-Edge-Device Collaborative Split Federated Learning. - Wenhao Fan; Penghui Chen; Xiongfei Chun; Yuan'an Liu (IEEE Trans. Mob. Comput., 2025)