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2020 – today
- 2024
[j6]Jianchun Liu
, Yujia Huo, Pengcheng Qu, Sun Xu, Zhi Liu, Qianpiao Ma, Jinyang Huang:
FedCD: A Hybrid Federated Learning Framework for Efficient Training With IoT Devices. IEEE Internet Things J. 11(11): 20040-20050 (2024)- [j5]Qianpiao Ma, Yang Xu, Hongli Xu, Jianchun Liu, Liusheng Huang:
FedUC: A Unified Clustering Approach for Hierarchical Federated Learning. IEEE Trans. Mob. Comput. 23(10): 9737-9756 (2024) - [j4]Da Yao, Qianpiao Ma, Haibo Wang, Min Chen, Hongli Xu:
Distributed Strategy for Collaborative Traffic Measurement in a Multi-Controller SDN. IEEE Trans. Netw. Sci. Eng. 11(3): 2450-2461 (2024) - [j3]Jun Liu, Jianchun Liu, Hongli Xu, Yunming Liao, Zhiyuan Wang, Qianpiao Ma:
YOGA: Adaptive Layer-Wise Model Aggregation for Decentralized Federated Learning. IEEE/ACM Trans. Netw. 32(2): 1768-1780 (2024) - [j2]Qianpiao Ma, Hongli Xu, Haibo Wang, Yang Xu, Qingmin Jia, Chunming Qiao:
Fully Distributed Task Offloading in Vehicular Edge Computing. IEEE Trans. Veh. Technol. 73(4): 5630-5646 (2024) - [c4]Xianjun Gao, Jianchun Liu, Hongli Xu, Qianpiao Ma, Lun Wang:
Towards Communication-Efficient Federated Graph Learning: An Adaptive Client Selection Perspective. IWQoS 2024: 1-10 - [c3]Qianpiao Ma, Jianchun Liu, Qingmin Jia, Xiaomao Zhou, Yujiao Hu, Renchao Xie:
Dynamic Staleness Control for Asynchronous Federated Learning in Decentralized Topology. WASA (2) 2024: 99-117 - [i1]Qingmin Jia, Yujiao Hu, Xiaomao Zhou, Qianpiao Ma, Kai Guo, Huayu Zhang, Renchao Xie, Tao Huang, Yunjie Liu:
Deterministic Computing Power Networking: Architecture, Technologies and Prospects. CoRR abs/2401.17812 (2024) - 2023
- [c2]Pengcheng Qu, Jianchun Liu, Zhiyuan Wang, Qianpiao Ma, Jinyang Huang:
FedCD: A Hybrid Centralized-Decentralized Architecture for Efficient Federated Learning. ICPADS 2023: 964-971 - 2021
- [j1]Qianpiao Ma, Yang Xu, Hongli Xu, Zhida Jiang, Liusheng Huang, He Huang:
FedSA: A Semi-Asynchronous Federated Learning Mechanism in Heterogeneous Edge Computing. IEEE J. Sel. Areas Commun. 39(12): 3654-3672 (2021)
2010 – 2019
- 2019
- [c1]Hongli Xu, Shigang Chen, Qianpiao Ma, Liusheng Huang:
Lightweight Flow Distribution for Collaborative Traffic Measurement in Software Defined Networks. INFOCOM 2019: 1108-1116
Coauthor Index
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