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Breaking the Memory Wall for Heterogeneous Federated Learning via Model Splitting Journal article
Tian, Chunlin, Li, Li, Tam, Kahou, Wu, Yebo, Xu, Cheng Zhong. Breaking the Memory Wall for Heterogeneous Federated Learning via Model Splitting[J]. IEEE Transactions on Parallel and Distributed Systems, 2024, 35(12), 2513-2526.
Authors:  Tian, Chunlin;  Li, Li;  Tam, Kahou;  Wu, Yebo;  Xu, Cheng Zhong
Favorite | TC[WOS]:0 TC[Scopus]:1  IF:5.6/4.5 | Submit date：2024/12/05
Cross-device Federated Learning (Fl)  Memory-wall  Heterogeneity-aware  
Over-the-Air Computation for 6G: Foundations, Technologies, and Applications Journal article
Wang, Zhibin, Zhao, Yapeng, Zhou, Yong, Shi, Yuanming, Jiang, Chunxiao, Letaief, Khaled B.. Over-the-Air Computation for 6G: Foundations, Technologies, and Applications[J]. IEEE Internet of Things Journal, 2024, 11(14), 24634-24658.
Authors:  Wang, Zhibin;  Zhao, Yapeng;  Zhou, Yong;  Shi, Yuanming;  Jiang, Chunxiao; et al.
Favorite | TC[WOS]:4 TC[Scopus]:10  IF:8.2/9.0 | Submit date：2024/06/05
Federated Learning (Fl)  Integrated Communication And Computation  Over-the-air Computation (Aircomp)  
Secrecy-Driven Energy Minimization in Federated-Learning-Assisted Marine Digital Twin Networks Journal article
Qian Liping, Li Mingqing, Ye Ping, Wang Qian, Lin Bin, Wu Yuan, Yang Xiaoniu. Secrecy-Driven Energy Minimization in Federated-Learning-Assisted Marine Digital Twin Networks[J]. IEEE Internet of Things Journal, 2024, 11(3), 5155-5168.
Authors:  Qian Liping;  Li Mingqing;  Ye Ping;  Wang Qian;  Lin Bin; et al.
Favorite | TC[WOS]:8 TC[Scopus]:13  IF:8.2/9.0 | Submit date：2024/02/22
Digital Twin  Energy Minimization  Federated Learning (Fl)  Joint Optimization  Nonorthogonal Multiple Access (Noma)  Secrecy Provisioning  
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]:4  IF:8.2/9.0 | Submit date：2023/07/27
Artificial Jamming  Cooperative Channel Sharing  Wireless Federated Learning (Fl)  
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]:106 TC[Scopus]:125  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