Privacy-Preservation Robust Federated Learning with Blockchain-based Hierarchical Framework. - Xun Liu; Jiangming Li; Siyang Chen; Xiaofeng Jiang; Feng Yang 013; Jian Yang 014 (CMLDS, 2024)

Spatio-Temporal Hypergraph Convolutional Network Based Network Traffic Prediction. - Xiaowei Tong; Sen Li; Jiangming Li; Xun Liu; Yunpeng Hou; Shuangwu Chen; Jian Yang 014 (CMLDS, 2024)

Graph Coding Aided Deep Reinforcement Learning for Fault-tolerant Workflow Scheduling. - Jiangming Li; Sen Li; Jian Tan; Siyu Cheng; Dong Jin; Shuangwu Chen; Jian Yang 014 (ICCT, 2024)

LogGraph: Log Event Graph Learning Aided Robust Fine-Grained Anomaly Diagnosis. - Jiangming Li; Huasen He; Shuangwu Chen; Dong Jin; Jian Yang 014 (IEEE Trans. Dependable Secur. Comput., 2024)

Graph Neural Network Aided Deep Reinforcement Learning for Microservice Deployment in Cooperative Edge Computing. - Shuangwu Chen; Qifeng Yuan; Jiangming Li; Huasen He; Sen Li; Xiaofeng Jiang; Jian Yang 014 (IEEE Trans. Serv. Comput., 2024)

Two-Timescale Joint Optimization of Task Scheduling and Resource Scaling in Multi-Data Center System Based on Multi-Agent Deep Reinforcement Learning. - Shuangwu Chen; Jiangming Li; Qifeng Yuan; Huasen He; Sen Li; Jian Yang 014 (IEEE Trans. Parallel Distributed Syst., 2024)