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Federated Learning-Empowered AI-Generated Content in Wireless Networks Journal article
Huang Xumin, Li Peichun, Du Hongyang, Kang Jiawen, Niyato Dusit, Kim Dong In, Wu Yuan. Federated Learning-Empowered AI-Generated Content in Wireless Networks[J]. IEEE Network, 2024, 38(5), 304-313.
Authors:  Huang Xumin;  Li Peichun;  Du Hongyang;  Kang Jiawen;  Niyato Dusit; et al.
Favorite | TC[WOS]:9 TC[Scopus]:17  IF:6.8/8.5 | Submit date：2024/05/16
Adaptation Models  Aigc  Computational Modeling  Data Models  Deep Learning  Federated Learning  Generative Adversarial Networks  Stable Diffusion  Task Analysis  Training  Transformers  Wireless Networks  
UAV Swarm-Assisted Two-Tier Hierarchical Federated Learning Journal article
Wang Tianshun, Huang Xumin, Wu Yuan, Qian Liping, Lin Bin, Su Zhou. UAV Swarm-Assisted Two-Tier Hierarchical Federated Learning[J]. IEEE Transactions on Network Science and Engineering, 2024, 11(1), 943-956.
Authors:  Wang Tianshun;  Huang Xumin;  Wu Yuan;  Qian Liping;  Lin Bin; et al.
Favorite | TC[WOS]:5 TC[Scopus]:5  IF:6.7/6.0 | Submit date：2023/12/13
Autonomous Aerial Vehicles  Computational Modeling  Data Models  Hierarchical Federated Learning  Optimization  Relays  Servers  Training  Uav Swarm  Wireless Federated Learning  
Denoising Noisy Neural Networks: A Bayesian Approach with Compensation Journal article
Shao,Yulin, Liew,Soung Chang, Gunduz,Deniz. Denoising Noisy Neural Networks: A Bayesian Approach with Compensation[J]. IEEE Transactions on Signal Processing, 2023, 71, 2460 - 2474.
Authors:  Shao,Yulin;  Liew,Soung Chang;  Gunduz,Deniz
Favorite | TC[WOS]:2 TC[Scopus]:4  IF:4.6/5.2 | Submit date：2023/08/03
Denoiser  Estimation  Federated Edge Learning  Maximum Likelihood Estimation  Neural Networks  Noise Measurement  Noise Reduction  Noisy Neural Network  Training  Wireless Communication  Wireless Transmission Of Neural Networks  
Energy-Efficient Wireless Federated Learning: A Secrecy Oriented Design via Sequential Artificial Jamming Journal article
Wang Tianshun, Huang Ning, Wu Yuan, Quek Tony Q.S.. Energy-Efficient Wireless Federated Learning: A Secrecy Oriented Design via Sequential Artificial Jamming[J]. IEEE Transactions on Vehicular Technology, 2023, 72(5), 6412-6427.
Authors:  Wang Tianshun;  Huang Ning;  Wu Yuan;  Quek Tony Q.S.
Favorite | TC[WOS]:2 TC[Scopus]:3  IF:6.1/6.5 | Submit date：2023/06/05
Artificial Jamming  Energy Efficiency  Wireless Federated Learning  
Snowball: Energy Efficient and Accurate Federated Learning with Coarse-to-Fine Compression over Heterogeneous Wireless Edge Devices Journal article
Li Peichun, Cheng Guoliang, Huang Xumin, Kang Jiawen, Yu Rong, Wu Yuan, Pan Miao, Niyato Dusit. Snowball: Energy Efficient and Accurate Federated Learning with Coarse-to-Fine Compression over Heterogeneous Wireless Edge Devices[J]. IEEE Transactions on Wireless Communications, 2023, 22(10), 6778-6792.
Authors:  Li Peichun;  Cheng Guoliang;  Huang Xumin;  Kang Jiawen;  Yu Rong; et al.
Favorite | TC[WOS]:5 TC[Scopus]:9  IF:8.9/8.6 | Submit date：2023/08/03
Federated Learning  Gradient Compression  Wireless Resource Management  
Performance-Oriented Design for Intelligent Reflecting Surface Assisted Federated Learning Journal article
Zhao,Yapeng, Wu,Qingqing, Chen,Wen, Wu,Celimuge, Vincent Poor,H.. Performance-Oriented Design for Intelligent Reflecting Surface Assisted Federated Learning[J]. IEEE Transactions on Communications, 2023, 71(9), 5228 - 5243.
Authors:  Zhao,Yapeng;  Wu,Qingqing;  Chen,Wen;  Wu,Celimuge;  Vincent Poor,H.
Favorite | TC[WOS]:7 TC[Scopus]:9  IF:7.2/6.3 | Submit date：2023/08/03
Atmospheric Modeling  Computational Modeling  Convergence  Federated Learning  Intelligent Reflecting Surface  Lyapunov Framework  Over-the-air Computation  Passive Beamforming  Performance Evaluation  System Analysis And Design  Transceiver Design  Transceivers  Wireless Communication  
Latency-Oriented Secure Wireless Federated Learning: A Channel-Sharing Approach With Artificial Jamming Journal article
Wang Tianshun, Huang Ning, Wu Yuan, Gao Jie, Quek Tony Q.S.. Latency-Oriented Secure Wireless Federated Learning: A Channel-Sharing Approach With Artificial Jamming[J]. IEEE Internet of Things Journal, 2023, 10(11), 9675-9689.
Authors:  Wang Tianshun;  Huang Ning;  Wu Yuan;  Gao Jie;  Quek Tony Q.S.
Favorite | TC[WOS]:2 TC[Scopus]:3  IF:8.2/9.0 | Submit date：2023/07/27
Artificial Jamming  Cooperative Channel Sharing  Wireless Federated Learning (Fl)  
Joint Resource Allocation and Scheduling for Wireless Power Transfer Aided Federated Learning Conference paper
Song Yuxiao, Ji Guangyuan, Dai Minghui, Wu Yuan, Qian Liping, Lin Bin. Joint Resource Allocation and Scheduling for Wireless Power Transfer Aided Federated Learning[C]:IEEE, 345 E 47TH ST, NEW YORK, NY 10017 USA, 2022, 155-160.
Authors:  Song Yuxiao;  Ji Guangyuan;  Dai Minghui;  Wu Yuan;  Qian Liping; et al.
Favorite | TC[WOS]:2 TC[Scopus]:2 | Submit date：2023/01/30
Federated Learning  Latency Minimization  Wireless Power Transfer  
Simultaneous Wireless Information and Power Transfer assisted Federated Learning via Non-orthogonal Multiple Access Journal article
Wu Yuan, Song Yuxiao, Wang Tianshun, Dai Minghui, Quek Tony Q.S.. Simultaneous Wireless Information and Power Transfer assisted Federated Learning via Non-orthogonal Multiple Access[J]. IEEE Transactions on Green Communications and Networking, 2022, 6(3), 1846-1861.
Authors:  Wu Yuan;  Song Yuxiao;  Wang Tianshun;  Dai Minghui;  Quek Tony Q.S.
Favorite | TC[WOS]:14 TC[Scopus]:14  IF:5.3/4.5 | Submit date：2022/05/17
Federated Learning  Simultaneous Wireless Information And Power Transfer  Non-orthogonal Multiple Access  
Non-orthogonal Multiple Access assisted Federated Learning via Wireless Power Transfer: A Cost-Efficient Approach Journal article
Wu Yuan, Song Yuxiao, Wang Tianshun, Qian Liping, Quek Tony Q.S.. Non-orthogonal Multiple Access assisted Federated Learning via Wireless Power Transfer: A Cost-Efficient Approach[J]. IEEE Transactions on Communications, 2022, 70(4), 2853-2869.
Authors:  Wu Yuan;  Song Yuxiao;  Wang Tianshun;  Qian Liping;  Quek Tony Q.S.
Favorite | TC[WOS]:100 TC[Scopus]:114  IF:7.2/6.3 | Submit date：2022/08/18
Noma  Resource Management  Training  Optimization  Convergence  Mathematical Models  Energy Consumprion  Federated Learning(Fl)  Non-orthogonal Multiple Access(Noma)  Wireless Power Transfer(Wpt)  Resourse Allocations