Yang Xu 0020 - researchr alias

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Viewing Publication 1 - 45 from 45

2025

2024

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]

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]

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]

Overcoming Noisy Labels and Non-IID Data in Edge Federated LearningYang Xu 0020, Yunming Liao, Lun Wang, Hongli Xu, Zhida Jiang, Wuyang Zhang. tmc, 23(12):11406-11421, December 2024. [doi]

Enhancing Decentralized and Personalized Federated Learning With Topology ConstructionSuo Chen, Yang Xu 0020, Hongli Xu, Zhenguo Ma, Zhiyuan Wang. tmc, 23(10):9692-9707, October 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]

Federated Semi-Supervised Learning with Local and Global Updating Frequency OptimizationXin Hang, Yang Xu 0020, Hongli Xu, Yunming Liao, Lun Wang. ccgrid 2024: 255-265 [doi]

Clients Help Clients: Alternating Collaboration for Semi-Supervised Federated LearningZhida Jiang, Yang Xu 0020, Hongli Xu, Zhiyuan Wang, Chunming Qiao. icde 2024: 1847-1860 [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]

Semi-Supervised Decentralized Machine Learning With Device-to-Device CooperationZhida Jiang, Yang Xu 0020, Hongli Xu, Zhiyuan Wang, JianChun Liu, Chunming Qiao. tmc, 23(10):9757-9771, October 2024. [doi]

ParallelSFL: A Novel Split Federated Learning Framework Tackling Heterogeneity IssuesYunming Liao, Yang Xu 0020, Hongli Xu, Zhiwei Yao, Liusheng Huang, Chunming Qiao. mobicom 2024: 845-860 [doi]

Decentralized Federated Learning With Adaptive Configuration for Heterogeneous ParticipantsYunming Liao, Yang Xu 0020, Hongli Xu, Lun Wang, Chen Qian 0001, Chunming Qiao. tmc, 23(6):7453-7469, June 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]

Asynchronous Decentralized Federated Learning for Heterogeneous DevicesYunming Liao, Yang Xu 0020, Hongli Xu, Min Chen 0033, Lun Wang, Chunming Qiao. ton, 32(5):4535-4550, October 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]

Federated Learning With Experience-Driven Model Migration in Heterogeneous Edge NetworksJianChun Liu, Shilong Wang, Hongli Xu, Yang Xu 0020, Yunming Liao, Jinyang Huang, He Huang 0001. ton, 32(4):3468-3484, August 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]

FedUC: A Unified Clustering Approach for Hierarchical Federated LearningQianpiao Ma, Yang Xu 0020, Hongli Xu, JianChun Liu, Liusheng Huang. tmc, 23(10):9737-9756, October 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]

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]

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]

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]

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]

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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