FedSA: A Semi-Asynchronous Federated Learning Mechanism in Heterogeneous Edge Computing. - Qianpiao Ma; Yang Xu 020; Hongli Xu; Zhida Jiang; Liusheng Huang; He Huang 001 (IEEE J. Sel. Areas Commun., 2021)

FedMP: Federated Learning through Adaptive Model Pruning in Heterogeneous Edge Computing. - Zhida Jiang; Yang Xu 020; Hongli Xu; Zhiyuan Wang 002; Chunming Qiao; Yangming Zhao (ICDE, 2022)

Adaptive Control of Client Selection and Gradient Compression for Efficient Federated Learning. - Zhida Jiang; Yang Xu 020; Hongli Xu; Zhiyuan Wang 002; Chen Qian 001 (CoRR, 2022)

Heterogeneity-Aware Federated Learning with Adaptive Client Selection and Gradient Compression. - Zhida Jiang; Yang Xu 020; Hongli Xu; Zhiyuan Wang 002; Chen Qian 001 (INFOCOM, 2023)

CoopFL: Accelerating federated learning with DNN partitioning and offloading in heterogeneous edge computing. - Zhiyuan Wang 002; Hongli Xu; Yang Xu 020; Zhida Jiang; Jianchun Liu (Comput. Networks, 2023)

Joint Model Pruning and Topology Construction for Accelerating Decentralized Machine Learning. - Zhida Jiang; Yang Xu 020; Hongli Xu; Lun Wang; Chunming Qiao; Liusheng Huang (IEEE Trans. Parallel Distributed Syst., 2023)

Clients Help Clients: Alternating Collaboration for Semi-Supervised Federated Learning. - Zhida Jiang; Yang Xu 020; Hongli Xu; Zhiyuan Wang 002; Chunming Qiao (ICDE, 2024)

Decentralized Federated Learning With Intermediate Results in Mobile Edge Computing. - Suo Chen; Yang Xu 020; Hongli Xu; Zhida Jiang; Chunming Qiao (IEEE Trans. Mob. Comput., 2024)

FAST: Enhancing Federated Learning Through Adaptive Data Sampling and Local Training. - Zhiyuan Wang 002; Hongli Xu; Yang Xu 020; Zhida Jiang; Jianchun Liu; Suo Chen (IEEE Trans. Parallel Distributed Syst., 2024)

Computation and Communication Efficient Federated Learning With Adaptive Model Pruning. - Zhida Jiang; Yang Xu 020; Hongli Xu; Zhiyuan Wang 002; Jianchun Liu; Chen Qian 001; Chunming Qiao (IEEE Trans. Mob. Comput., 2024)

BOSE: Block-Wise Federated Learning in Heterogeneous Edge Computing. - Lun Wang; Yang Xu 020; Hongli Xu; Zhida Jiang; Min Chen 033; Wuyang Zhang; Chen Qian 001 (IEEE/ACM Trans. Netw., 2024)

Federated Learning With Client Selection and Gradient Compression in Heterogeneous Edge Systems. - Yang Xu 020; Zhida Jiang; Hongli Xu; Zhiyuan Wang 002; Chen Qian 001; Chunming Qiao (IEEE Trans. Mob. Comput., 2024)

Semi-Supervised Decentralized Machine Learning With Device-to-Device Cooperation. - Zhida Jiang; Yang Xu 020; Hongli Xu; Zhiyuan Wang 002; Jianchun Liu; Chunming Qiao (IEEE Trans. Mob. Comput., 2024)

Overcoming Noisy Labels and Non-IID Data in Edge Federated Learning. - Yang Xu 020; Yunming Liao; Lun Wang; Hongli Xu; Zhida Jiang; Wuyang Zhang (IEEE Trans. Mob. Comput., 2024)