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	Federated Learning-Assisted Predictive Beamforming for Extremely Large-Scale Antenna Array Systems with Rate-Splitting Multiple Access 期刊论文 IEEE JOURNAL ON SELECTED TOPICS IN SIGNAL PROCESSING, 2025, 卷号: 19, 期号: 2, 页码: 461-476 作者: Zhang, Shengyu; Mao, Yijie; Chen, Zihan; Clerckx, Bruno; Quek, Tony Q.S. Adobe PDF(5895Kb) \| 收藏 \| 浏览/下载：59/1 \| 提交时间：2025/02/12 Antenna feeders Beam forming networks Channel capacity Channel coding Channel estimation Channel state information Resource allocation Time difference of arrival Antenna array system Channel state information at the transmitters Extremely large-scale antenna array Federated learning Large-scales Multiple access Patch-mixing Rate splitting Rate-splitting multiple access Users' mobility
	Vertical Federated Learning over Cloud-RAN: Convergence Analysis and System Optimization 期刊论文 IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS, 2024, 卷号: 23, 期号: 2, 页码: 1327-1342 作者: Yuanming Shi; Shuhao Xia; Yong Zhou; Yijie Mao; Chunxiao Jiang Adobe PDF(2988Kb) \| 收藏 \| 浏览/下载：920/112 \| 提交时间：2023/07/21 Cooperative communication Distributed computer systems Learning systems Radio access networks Radio transceivers Atmospheric modeling Cloud radio access network Computational modelling Optimisations Over the airs Over-the-air computation Radio access networks System optimizations Vertical federated learning Wireless communications
	Latency Minimization for Wireless Federated Learning with Heterogeneous Local Model Updates 期刊论文 IEEE INTERNET OF THINGS JOURNAL, 2024, 卷号: 11, 期号: 1, 页码: 444-461 作者: Jingyang Zhu; Yuanming Shi; Min Fu; Yong Zhou; Youlong Wu Adobe PDF(18041Kb) \| 收藏 \| 浏览/下载：526/1 \| 提交时间：2023/07/14 Learning systems Computational modelling Convergence Convergence analysis Federated learning Minimisation Performances evaluation Resource management Resources allocation System heterogeneity Wireless communications
	Adaptive Cluster Head Selection and Spectrum Allocation for D2D-Enabled Collaborative Learning 会议论文 2023 IEEE GLOBECOM WORKSHOPS (GC WKSHPS), Kuala Lumpur, Malaysia, 4-8 Dec. 2023 作者: Chonghe Liu; Shengli Liu; Dingzhu Wen; Guanding Yu Adobe PDF(587Kb) \| 收藏 \| 浏览/下载：262/0 \| 提交时间：2024/03/22 Performance evaluation Training Adaptation models Federated learning System performance Clustering algorithms Device-to-device communication
	Secure Gradient Aggregation for Wireless Multi-Server Federated Learning 会议论文 2023 IEEE INTERNATIONAL SYMPOSIUM ON INFORMATION THEORY (ISIT), Taipei, Taiwan, 25-30 June 2023 作者: Zhenhao Huang; Songze Li; Kai Liang; Youlong Wu Adobe PDF(1500Kb) \| 收藏 \| 浏览/下载：301/0 \| 提交时间：2023/10/07 Wireless communication Wireless sensor networks Federated learning Downlink Encoding Servers Communication system security
	Latency Minimization for Wireless Federated Learning with Heterogeneous Local Updates 会议论文 IEEE WIRELESS COMMUNICATIONS AND NETWORKING CONFERENCE, WCNC, Glasgow, United kingdom, March 26, 2023 - March 29, 2023 作者: Jingyang Zhu; Yuanming Shi; Min Fu; Yong Zhou; Youlong Wu Adobe PDF(1571Kb) \| 收藏 \| 浏览/下载：577/1 \| 提交时间：2023/06/09 Alternating optimizations Communication rounds Decouplings Federated learning system Heterogeneous computation Learning procedures Minimisation Minimization problems Model convergence Resources allocation
	A Federated Learning System for Histopathology Image Analysis with an Orchestral Stain-Normalization GAN 期刊论文 IEEE TRANSACTIONS ON MEDICAL IMAGING, 2022, 卷号: 42, 期号: 7, 页码: 1-1 作者: Shen, Yiqing; Sowmya, Arcot; Luo, Yulin; Liang, Xiaoyao; Shen, Dinggang Adobe PDF(5939Kb) \| 收藏 \| 浏览/下载：347/0 \| 提交时间：2022/12/16 Computer vision Diagnosis Distillation Generative adversarial networks Large dataset Medical imaging Privacy-preserving techniques Cancer Centralised Federated learning Federated learning system Generator Histopathology Normalisation Stain normalization
	Wireless Federated Learning over MIMO Networks: Joint Device Scheduling and Beamforming Design 会议论文 2022 IEEE INTERNATIONAL CONFERENCE ON COMMUNICATIONS WORKSHOPS, ICC WORKSHOPS 2022, Seoul, Korea, Republic of, May 16, 2022 - May 20, 2022 作者: Huang, Shaoming; Zhang, Pengfei; Mao, Yijie; Lian, Lixiang; Wu, Youlong Adobe PDF(435Kb) \| 收藏 \| 浏览/下载：592/132 \| 提交时间：2022/08/08 MIMO systems Scheduling Decentralised Device scheduling Distributed Artificial Intelligence Enabling technologies Federated learning system Intelligence services Learning convergence Multiple inputs Multiple outputs Output network
	Edge Artificial Intelligence for 6G: Vision, Enabling Technologies, and Applications 期刊论文 IEEE JOURNAL ON SELECTED AREAS IN COMMUNICATIONS, 2022, 卷号: 40, 期号: 1 作者: Letaief, Khaled B.; Shi, Yuanming; Lu, Jianmin; Lu, Jianhua Adobe PDF(25205Kb) \| 收藏 \| 浏览/下载：788/151 \| 提交时间：2021/12/17 5G mobile communication systems Application programs Computer architecture Data Analytics Deep learning Energy utilization Job analysis Network architecture Quality of service Wireless networks 6g 6g mobile communication Communication system security Edge artificial intelligence Edge inference Edge training End to end End-to-end architecture Federated learning Large-scale optimization Mobile communications Over the airs Over-the-air computation Resources allocation Service-driven resource allocation Task analysis Task-oriented Task-oriented communication
	Delay Analysis of Wireless Federated Learning Based on Saddle Point Approximation and Large Deviation Theory 期刊论文 IEEE JOURNAL ON SELECTED AREAS IN COMMUNICATIONS, 2021, 卷号: 39, 期号: 12, 页码: 3772-3789 作者: Lintao Li; Longwei Yang; Xin Guo; Yuanming Shi; Haiming Wang Adobe PDF(4392Kb) \| 收藏 \| 浏览/下载：900/243 \| 提交时间：2021/12/10 Wireless communication Delays Computational modeling Communication system security Analytical models Wireless sensor networks Training Wireless federated learning task-oriented communications delay analysis saddle point approximation large deviation theory extreme value theory

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