Yang Xu 0020 - researchr alias

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Viewing Publication 1 - 31 from 31

2024

FedLC: Accelerating Asynchronous Federated Learning in Edge ComputingYang Xu 0020, Zhenguo Ma, Hongli Xu, Suo Chen, JianChun Liu, Yinxing Xue. tmc, 23(5):5327-5343, May 2024. [doi]

Federated Learning With Client Selection and Gradient Compression in Heterogeneous Edge SystemsYang Xu 0020, Zhida Jiang, Hongli Xu, Zhiyuan Wang, Chen Qian 0001, Chunming Qiao. tmc, 23(5):5446-5461, May 2024. [doi]

Enhancing Federated Learning With Server-Side Unlabeled Data by Adaptive Client and Data SelectionYang Xu 0020, Lun Wang, Hongli Xu, JianChun Liu, Zhiyuan Wang, Liusheng Huang. tmc, 23(4):2813-2831, April 2024. [doi]

Decentralized Federated Learning With Intermediate Results in Mobile Edge ComputingSuo Chen, Yang Xu 0020, Hongli Xu, Zhida Jiang, Chunming Qiao. tmc, 23(1):341-358, January 2024. [doi]

Computation and Communication Efficient Federated Learning With Adaptive Model PruningZhida Jiang, Yang Xu 0020, Hongli Xu, Zhiyuan Wang, JianChun Liu, Chen Qian 0001, Chunming Qiao. tmc, 23(3):2003-2021, March 2024. [doi]

Accelerating Federated Learning With Data and Model Parallelism in Edge ComputingYunming Liao, Yang Xu 0020, Hongli Xu, Zhiwei Yao, Lun Wang, Chunming Qiao. ton, 32(1):904-918, February 2024. [doi]

Adaptive Block-Wise Regularization and Knowledge Distillation for Enhancing Federated LearningJianChun Liu, Qingmin Zeng, Hongli Xu, Yang Xu 0020, Zhiyuan Wang, He Huang 0001. ton, 32(1):791-805, February 2024. [doi]

Finch: Enhancing Federated Learning With Hierarchical Neural Architecture SearchJianChun Liu, Jiaming Yan, Hongli Xu, Zhiyuan Wang, Jinyang Huang, Yang Xu 0020. tmc, 23(5):6012-6026, May 2024. [doi]

Fully Distributed Task Offloading in Vehicular Edge ComputingQianpiao Ma, Hongli Xu, Haibo Wang 0004, Yang Xu 0020, Qingmin Jia, Chunming Qiao. tvt, 73(4):5630-5646, April 2024. [doi]

Like Attracts Like: Personalized Federated Learning in Decentralized Edge ComputingZhenguo Ma, Yang Xu 0020, Hongli Xu, JianChun Liu, Yinxing Xue. tmc, 23(2):1080-1096, February 2024. [doi]

BOSE: Block-Wise Federated Learning in Heterogeneous Edge ComputingLun Wang, Yang Xu 0020, Hongli Xu, Zhida Jiang, Min Chen 0033, Wuyang Zhang, Chen Qian 0001. ton, 32(2):1362-1377, April 2024. [doi]

FAST: Enhancing Federated Learning Through Adaptive Data Sampling and Local TrainingZhiyuan Wang, Hongli Xu, Yang Xu 0020, Zhida Jiang, JianChun Liu, Suo Chen. tpds, 35(2):221-236, February 2024. [doi]

2023

AutoProfile: An Intelligent Profile Switching System for SmartphonesWei Yang 0011, Sheng Chen, Zhengyang Wang, Yang Xu 0020, Liusheng Huang. tmc, 22(6):3151-3164, June 2023. [doi]

Adaptive Control of Local Updating and Model Compression for Efficient Federated LearningYang Xu 0020, Yunming Liao, Hongli Xu, Zhenguo Ma, Lun Wang, JianChun Liu. tmc, 22(10):5675-5689, October 2023. [doi]

AFall: Wi-Fi-Based Device-Free Fall Detection System Using Spatial Angle of ArrivalSheng Chen, Wei Yang 0011, Yang Xu 0020, Yangyang Geng, Bangzhou Xin, Liusheng Huang. tmc, 22(8):4471-4484, August 2023. [doi]

Joint Model Pruning and Topology Construction for Accelerating Decentralized Machine LearningZhida Jiang, Yang Xu 0020, Hongli Xu, Lun Wang, Chunming Qiao, Liusheng Huang. tpds, 34(10):2827-2842, October 2023. [doi]

Heterogeneity-Aware Federated Learning with Adaptive Client Selection and Gradient CompressionZhida Jiang, Yang Xu 0020, Hongli Xu, Zhiyuan Wang, Chen Qian 0001. infocom 2023: 1-10 [doi]

Adaptive Configuration for Heterogeneous Participants in Decentralized Federated LearningYunming Liao, Yang Xu 0020, Hongli Xu, Lun Wang, Chen Qian 0001. infocom 2023: 1-10 [doi]

Adaptive Asynchronous Federated Learning in Resource-Constrained Edge ComputingJianChun Liu, Hongli Xu, Lun Wang, Yang Xu 0020, Chen Qian 0001, Jinyang Huang, He Huang 0001. tmc, 22(2):674-690, 2023. [doi]

Adaptive Batch Size for Federated Learning in Resource-Constrained Edge ComputingZhenguo Ma, Yang Xu 0020, Hongli Xu, Zeyu Meng, Liusheng Huang, Yinxing Xue. tmc, 22(1):37-53, 2023. [doi]

Accelerating Decentralized Federated Learning in Heterogeneous Edge ComputingLun Wang, Yang Xu 0020, Hongli Xu, Min Chen 0033, Liusheng Huang. tmc, 22(9):5001-5016, September 2023. [doi]

CoopFL: Accelerating federated learning with DNN partitioning and offloading in heterogeneous edge computingZhiyuan Wang, Hongli Xu, Yang Xu 0020, Zhida Jiang, JianChun Liu. cn, 220:109490, 2023. [doi]

Accelerating Federated Learning With Cluster Construction and Hierarchical AggregationZhiyuan Wang, Hongli Xu, JianChun Liu, Yang Xu 0020, He Huang 0001, Yangming Zhao. tmc, 22(7):3805-3822, July 2023. [doi]

Enhanced Federated Learning with Adaptive Block-wise Regularization and Knowledge DistillationQingmin Zeng, JianChun Liu, Hongli Xu, Zhiyuan Wang, Yang Xu 0020, Yangming Zhao. iwqos 2023: 1-4 [doi]

2022

Attention-Based Gait Recognition and Walking Direction Estimation in Wi-Fi NetworksYang Xu 0020, Wei Yang 0011, Min Chen, Sheng Chen, Liusheng Huang. tmc, 21(1):465-479, 2022. [doi]

Joint Data Collection and Resource Allocation for Distributed Machine Learning at the EdgeMin Chen, Haichuan Wang, Zeyu Meng, Hongli Xu, Yang Xu 0020, JianChun Liu, He Huang 0001. tmc, 21(8):2876-2894, 2022. [doi]

FedMP: Federated Learning through Adaptive Model Pruning in Heterogeneous Edge ComputingZhida Jiang, Yang Xu 0020, Hongli Xu, Zhiyuan Wang, Chunming Qiao, Yangming Zhao. icde 2022: 767-779 [doi]

Enhancing Federated Learning with Intelligent Model Migration in Heterogeneous Edge ComputingJianChun Liu, Yang Xu 0020, Hongli Xu, Yunming Liao, Zhiyuan Wang, He Huang 0001. icde 2022: 1586-1597 [doi]

Decentralized Federated Learning with Data Feature Transmission and Neighbor SelectionWenxiao Lou, Yang Xu 0020, Hongli Xu, Yunming Liao. icpads 2023: 688-695 [doi]

Enhancing Federated Learning with In-Cloud Unlabeled DataLun Wang, Yang Xu 0020, Hongli Xu, JianChun Liu, Zhiyuan Wang, Liusheng Huang. icde 2022: 136-149 [doi]

Decentralized Machine Learning Through Experience-Driven Method in Edge NetworksHongli Xu, Min Chen, Zeyu Meng, Yang Xu 0020, Lun Wang, Chunming Qiao. jsac, 40(2):515-531, 2022. [doi]

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