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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: PP, 期号: 99 作者: Zhang, Shengyu; Mao, Yijie; Chen, Zihan; Clerckx, Bruno; Quek, Tony Q.S. Adobe PDF(5895Kb) \| 收藏 \| 浏览/下载：55/1 \| 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
	Sensing-Communication-Computation Integration for Federated Edge Learning with Controllable Model Dropout 期刊论文 IEEE INTERNET OF THINGS JOURNAL, 2025, 卷号: PP, 期号: 99 作者: Xiang Jiao; Guangxu Zhu; Wei Jiang; Li Chen; Wu Luo Adobe PDF(7280Kb) \| 收藏 \| 浏览/下载：78/2 \| 提交时间：2025/02/17 Adversarial machine learning Contrastive Learning Convex optimization Electronic data interchange Gluing Resource allocation Batch sizes Collaborative modeling Convergence analysis Dropout Federated edge learning Integrated sensing Integrated sensing-computation-communication Learning convergence Privacy preserving Resources allocation
	Federated Fine-Tuning for Pre-Trained Foundation Models Over Wireless Networks 期刊论文 IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS, 2025, 卷号: PP, 期号: 99 作者: Wang, Zixin; Zhou, Yong; Shi, Yuanming; Letaief, Khaled B. Adobe PDF(12364Kb) \| 收藏 \| 浏览/下载：84/1 \| 提交时间：2025/02/28 Adversarial machine learning Data privacy Differential privacy Edge computing Frequency allocation Integer programming Learning to rank Network embeddings Resource allocation Edge server Fine tuning Foundation models Intelligence services Learning performance On-line algorithms Parameter-efficient fine-tuning Pre-trained foundation model Resources allocation Upper Bound
	Data-Aware Beamforming for Integrated Sensing and Communication Enabled AI Systems 期刊论文 IEEE WIRELESS COMMUNICATIONS LETTERS, 2025, 卷号: PP, 期号: 99 作者: Juan Qin; Lixiang Lian Adobe PDF(884Kb) \| 收藏 \| 浏览/下载：69/12 \| 提交时间：2025/03/25 Adversarial machine learning Contrastive Learning Federated learning Resource allocation Artificial intelligence systems Communicationtechnology CRB Integrated sensing Integrated sensing and communication-enabled artificial intelligence Learning tasks Motion recognition Performance tradeoff Sensing technology Sensory data
	Federated Low-Rank Adaptation for Large Language Model Fine-Tuning Over Wireless Networks 会议论文 GLOBECOM 2024 - 2024 IEEE GLOBAL COMMUNICATIONS CONFERENCE, Cape Town, South Africa, 8-12 Dec. 2024 作者: Zixin Wang; Yong Zhou; Yuanming Shi; Khaled. B. Letaief 收藏 \| 浏览/下载：53/0 \| 提交时间：2025/03/18 Edge computing Frequency allocation Integer programming Learning to rank Mixed-integer linear programming Problem oriented languages Resource allocation Critical challenges Device scheduling Distributed data Fine tuning Fine-tuning methods Global models Language model Learning performance On-line algorithms Radio resources
	Graph Attention-Based MADRL for Access Control and Resource Allocation in Wireless Networked Control Systems 期刊论文 IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS, 2024, 卷号: 23, 期号: 11, 页码: 1-1 作者: Wang, Zixin; Bennis, Mehdi; Zhou, Yong Adobe PDF(3843Kb) \| 收藏 \| 浏览/下载：332/1 \| 提交时间：2024/08/23 Servers Resource management Optimization Job shop scheduling Stability criteria Access control Wireless sensor networks power control bandwidth allocation wireless networked control system
	Over-the-Air Federated Edge Learning with Integrated Sensing, Communication, and Computation 会议论文 2024 IEEE/CIC INTERNATIONAL CONFERENCE ON COMMUNICATIONS IN CHINA (ICCC), Hangzhou, China, 7-9 Aug. 2024 作者: Dingzhu Wen; Sijing Xie; Xiaowen Cao; Yuanhao Cui; Weijie Yuan Adobe PDF(402Kb) \| 收藏 \| 浏览/下载：359/9 \| 提交时间：2024/09/30 Adversarial machine learning Contrastive Learning Machine learning Resource allocation Stochastic control systems Stochastic models Stochastic systems Batch sizes Edge server Human motion recognition Integrated sensing Local model Machine learning models Noise ratio Over the airs Sensing data Signal to noise
	Decentralized Satellite Federated Learning via Intra- and Inter-Orbit Communications 会议论文 2024 IEEE INTERNATIONAL CONFERENCE ON COMMUNICATIONS WORKSHOPS, ICC WORKSHOPS 2024, Denver, CO, USA, 9-13 June 2024 作者: Zhou Fangtong; Wang Zhibin; Shi Yuanming; Zhou Yong Adobe PDF(693Kb) \| 收藏 \| 浏览/下载：446/5 \| 提交时间：2024/05/27 Combinatorial optimization Energy utilization Frequency allocation Resource allocation Routing algorithms Satellite communication systems Satellite links Tropics Computing resource Convergence time Data resources Decentralised Ground stations Joint resource allocations Learning frameworks Resource routing Routing selection Selection algorithm
	NOMA-Enabled Multiuser Offloading in Multicell Edge Computing Networks: A Coalition Game Based Approach 期刊论文 IEEE TRANSACTIONS ON NETWORK SCIENCE AND ENGINEERING, 2024, 卷号: 11, 期号: 2, 页码: 2170-2181 作者: Wu, Liantao; Sun, Peng; Chen, Honglong; Zuo, Yong; Zhou, Yong Adobe PDF(1447Kb) \| 收藏 \| 浏览/下载：410/1 \| 提交时间：2024/01/05 Coalition game multiuser offloading non-orthogonal multiple access (NOMA) radio resource allocation
	Federated Learning With Energy Harvesting Devices 期刊论文 IEEE TRANSACTIONS ON GREEN COMMUNICATIONS AND NETWORKING, 2024, 卷号: 8, 期号: 1, 页码: 190 - 204 作者: Li Zeng; Dingzhu Wen; Guangxu Zhu; Changsheng You; Qimei Chen Adobe PDF(6134Kb) \| 收藏 \| 浏览/下载：533/4 \| 提交时间：2023/09/22 Channel state information Data privacy Dynamic programming Energy harvesting Information management Iterative methods Job analysis Resource allocation Computational modelling Convergence Convergence rates Data utilities Device selection Distributed resource allocation Federated learning Resource management Sub-carriers Task analysis

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