| FedSA: A semi-asynchronous federated learning mechanism in heterogeneous edge computing Q Ma, Y Xu, H Xu, Z Jiang, L Huang, H Huang IEEE Journal on Selected Areas in Communications 39 (12), 3654-3672, 2021 | 118 | 2021 |
| Lightweight flow distribution for collaborative traffic measurement in software defined networks H Xu, S Chen, Q Ma, L Huang IEEE INFOCOM 2019-IEEE Conference on Computer Communications, 1108-1116, 2019 | 21 | 2019 |
| Yoga: Adaptive layer-wise model aggregation for decentralized federated learning J Liu, J Liu, H Xu, Y Liao, Z Wang, Q Ma IEEE/ACM Transactions on Networking, 2023 | 5 | 2023 |
| FedCD: A Hybrid Federated Learning Framework for Efficient Training With IoT Devices J Liu, Y Huo, P Qu, S Xu, Z Liu, Q Ma, J Huang IEEE Internet of Things Journal, 2024 | 3 | 2024 |
| FedUC: A Unified Clustering Approach for Hierarchical Federated Learning Q Ma, Y Xu, H Xu, J Liu, L Huang IEEE Transactions on Mobile Computing, 2024 | 2 | 2024 |
| Service Placement Considering Robustness and Dynamic in Edge Computing Y Liu, Q Ma 2021 IEEE 6th International Conference on Cloud Computing and Big Data …, 2021 | 1 | 2021 |
| FRACTAL: Data-aware Clustering and Communication Optimization for Decentralized Federated Learning Q Ma, J Liu, H Xu, Q Jia, R Xie IEEE Transactions on Big Data, 2024 | | 2024 |
| FedCD: A Hybrid Centralized-Decentralized Architecture for Efficient Federated Learning P Qu, J Liu, Z Wang, Q Ma, J Huang 2023 IEEE 29th International Conference on Parallel and Distributed Systems …, 2023 | | 2023 |
| Fully Distributed Task Offloading in Vehicular Edge Computing Q Ma, H Xu, H Wang, Y Xu, Q Jia, C Qiao IEEE Transactions on Vehicular Technology, 2023 | | 2023 |
| 异构边缘计算环境下异步联邦学习的节点分组与分时调度策略 马千飘， 贾庆民， 刘建春， 徐宏力， 谢人超， 黄韬 通信学报 44 (11), 79-93, 2023 | | 2023 |
| Distributed Strategy for Collaborative Traffic Measurement in a Multi-Controller SDN D Yao, Q Ma, H Wang, M Chen, H Xu IEEE Transactions on Network Science and Engineering, 2023 | | 2023 |
| 自智算力网络: 架构, 技术与展望 周晓茂， 贾庆民， 胡玉姣， 郭凯， 马千飘， 刘辉， 谢人超 物联网学报 7 (4), 1-12, 0 | | |
