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	Efficient Wireless Federated Learning Via Low-Rank Gradient Factorization 期刊论文 IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY, 2025, 卷号: 74, 期号: 4, 页码: 6811-6816 作者: Mingzhao Guo; Dongzhu Liu; Osvaldo Simeone; Dingzhu Wen Adobe PDF(820Kb) \| 收藏 \| 浏览/下载：252/61 \| 提交时间：2024/12/04 Benchmarking Iterative methods Jacobian matrices Compression methods Gradient factorization Low rank compression Low-rank matrices Matrix factorizations Over the airs Over-the-air computation Successive convex approximations Wireless federated learning Wireless systems
	Dynamic UAV-Assisted Cooperative Edge AI Inference 期刊论文 IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS, 2025, 卷号: 24, 期号: 1, 页码: 615-628 作者: Jingfeng Huang; Lixiang Lian; Dingzhu Wen; Yong Zhou; Fuzhai Wang Adobe PDF(9902Kb) \| 收藏 \| 浏览/下载：214/10 \| 提交时间：2025/01/13 Aircraft communication Data communication systems Digital communication systems Edge computing Health risks Inference engines Aerial vehicle Edge AI inference Inference systems Intelligent Services Over the airs Over-the-air computation Real-time data Trajectory designs Unmanned aerial vehicle trajectory design Vehicle trajectories
	Coded Computing for Half-Duplex Wireless Distributed Computing Systems via Interference Alignment 期刊论文 IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS, 2024, 卷号: 23, 期号: 11, 页码: 17399-17414 作者: Huang, Zhenhao; Yuan, Kai; Ma, Shuai; Bi, Yue; Wu, Youlong Adobe PDF(9052Kb) \| 收藏 \| 浏览/下载：173/3 \| 提交时间：2024/11/29 Communication latency Computation loads Computing scheme Delivery time Distributed computing systems Distributed nodes Half-duplex Interference alignment Map-reduce Parallel com- puting
	Solving PDEs on unknown manifolds with machine learning 期刊论文 APPLIED AND COMPUTATIONAL HARMONIC ANALYSIS, 2024, 卷号: 71 作者: Liang, Senwei; Jiang, Shixiao W.; Harlim, John; Yang, Haizhao Adobe PDF(4816Kb) \| 收藏 \| 浏览/下载：584/113 \| 提交时间：2024/03/22 Algebra Computation theory Deep neural networks Gradient methods Learning systems Mathematical operators Multilayer neural networks Network layers Convergence analysis Diffusion maps High-dimensional High-dimensional PDE Higher-dimensional Hypothesis space Least squares minimization Manifold Neural-networks Point-clouds
	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：953/117 \| 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
	A Lightweight Semi-supervised Eye Semantic Segmentation Method Based on Iterative Learning 会议论文 JOURNAL OF PHYSICS: CONFERENCE SERIES, Hybrid, Singapore, Singapore, February 23, 2024 - February 25, 2024 作者: Qi, Ruochen; Zhang, Guanghui; Zhu, Dongchen; Shi, Wenjun; Zhang, Xiaolin Adobe PDF(1615Kb) \| 收藏 \| 浏览/下载：241/0 \| 提交时间：2024/06/07 Image representation Learning systems Semantic Segmentation Semantics Biometric recognition Computation costs Eye images Feature learning Image data Iterative learning Learning modules Segmentation methods Semantic segmentation Semi-supervised
	RIS-Assisted Multi-Device Edge AI Inference 会议论文 2024 IEEE WIRELESS COMMUNICATIONS AND NETWORKING CONFERENCE (WCNC), Dubai, United Arab Emirates, 21-24 April 2024 作者: Jiayi Yang; Yijie Mao; Dingzhu Wen; Yong Zhou; Yuanming Shi Adobe PDF(663Kb) \| 收藏 \| 浏览/下载：388/1 \| 提交时间：2024/07/08 Motion estimation Edge AI inference Inference systems Local feature vectors Multi-devices Over the airs Over-the-air computation Real- time Reconfigurable Reconfigurable intelligent surface Task-oriented
	Gradient and Channel Aware Dynamic Scheduling for Over-the-Air Computation in Federated Edge Learning Systems 期刊论文 IEEE JOURNAL ON SELECTED AREAS IN COMMUNICATIONS, 2023, 卷号: 41, 期号: 4, 页码: 1-1 作者: Jun Du; Bingqing Jiang; Chunxiao Jiang; Yuanming Shi; Zhu Han Adobe PDF(1267Kb) \| 收藏 \| 浏览/下载：940/268 \| 提交时间：2023/03/10 Constrained optimization Distributed computer systems Dynamics Learning systems Power control Privacy-preserving techniques Atmospheric modeling Channel adaptation Communication-efficient distributed learning Computational modelling Convergence Data importance Distributed learning Federated learning Over the airs Over-the-air computation Wireless communications
	Multi-view Vertebra Localization and Identification from CT Images 会议论文 LECTURE NOTES IN COMPUTER SCIENCE (INCLUDING SUBSERIES LECTURE NOTES IN ARTIFICIAL INTELLIGENCE AND LECTURE NOTES IN BIOINFORMATICS), Vancouver, BC, Canada, October 8, 2023 - October 12, 2023 作者: Wu, Han; Zhang, Jiadong; Fang, Yu; Liu, Zhentao; Wang, Nizhuan Adobe PDF(1842Kb) \| 收藏 \| 浏览/下载：456/131 \| 提交时间：2023/11/10 Learning systems Machine learning Medical computing Medical imaging Musculoskeletal system 3-D problems Clinical application Computation costs Contrastive learning CT Image Global informations Localization and identification Multi-views Sequence loss Vertebra localization and identification
	A Graph Neural Network Learning Approach to Optimize RIS-Assisted Federated Learning 期刊论文 IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS, 2023, 卷号: 22, 期号: 9, 页码: 1-1 作者: Zixin Wang; Yong Zhou; Yinan Zou; Qiaochu An; Yuanming Shi Adobe PDF(18707Kb) \| 收藏 \| 浏览/下载：675/1 \| 提交时间：2023/03/10 Agglomeration Data privacy Learning algorithms Learning systems Parallel processing systems Transceivers Computational modelling Convergence Federated learning Graph neural networks Optimisations Over the airs Over-the-air computation Reconfigurable Reconfigurable intelligent surface Resource management

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