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Snowball Effect in Federated Learning: An Approach of Exponentially Expanding Structures for Optimizing the Training Efficiency Journal article
Cheng, Guoliang, Li, Peichun, Tan, Beihai, Yu, Rong, Wu, Yuan, Pan, Miao. Snowball Effect in Federated Learning: An Approach of Exponentially Expanding Structures for Optimizing the Training Efficiency[J]. IEEE Transactions on Cognitive Communications and Networking, 2024.
Authors:  Cheng, Guoliang;  Li, Peichun;  Tan, Beihai;  Yu, Rong;  Wu, Yuan; et al.
Favorite | TC[Scopus]:0  IF:7.4/6.9 | Submit date：2024/11/05
Federated Learning  Distributed Computing  Resource Management  Optimization Methods  
CASTER: A Computer-Vision-Assisted Wireless Channel Simulator for Gesture Recognition Journal article
Ren, Zhenyu, Li, Guoliang, Ji, Chenqing, Yu, Chao, Wang, Shuai, Wang, Rui. CASTER: A Computer-Vision-Assisted Wireless Channel Simulator for Gesture Recognition[J]. IEEE OPEN JOURNAL OF THE COMMUNICATIONS SOCIETY, 2024, 5, 3185-3195.
Authors:  Ren, Zhenyu;  Li, Guoliang;  Ji, Chenqing;  Yu, Chao;  Wang, Shuai; et al.
Favorite | TC[WOS]:1 TC[Scopus]:2 | Submit date：2024/06/05
Channel Impulse Response  Channel Model  Simulation-to-reality Inference  
The roles of classmate support, smartphone addiction, and leisure time in the longitudinal relationship between academic pressure and social anxiety among Chinese adolescents in the context of the “double reduction” policy Journal article
Zhao, Chengjia, Du, Mingxuan, Yu, Yanqiu, Honglei Chen, Juliet, Man-Sze Wu, Anise, Du, Dajin, Baofeng Wang, Debora, Lau, Joseph T.F., Yu, Guoliang, Zhang, Guohua. The roles of classmate support, smartphone addiction, and leisure time in the longitudinal relationship between academic pressure and social anxiety among Chinese adolescents in the context of the “double reduction” policy[J]. Children and Youth Services Review, 2024, 160, 107542.
Authors:  Zhao, Chengjia;  Du, Mingxuan;  Yu, Yanqiu;  Honglei Chen, Juliet;  Man-Sze Wu, Anise; et al.
Favorite | TC[WOS]:1 TC[Scopus]:0  IF:2.4/3.0 | Submit date：2024/05/16
Changes In Academic Pressure  Changes In Leisure Time  Classmate Support  Double Reduction Policy  Problematic Smartphone Use  Social Anxiety  
Federated Split Learning with Data and Label Privacy Preservation in Vehicular Networks Journal article
Wu Maoqiang, Cheng Guoliang, Ye Dongdong, Kang Jiawen, Yu Rong, Wu Yuan, Pan Miao. Federated Split Learning with Data and Label Privacy Preservation in Vehicular Networks[J]. IEEE Transactions on Vehicular Technology, 2024, 73(1), 1223-1238.
Authors:  Wu Maoqiang;  Cheng Guoliang;  Ye Dongdong;  Kang Jiawen;  Yu Rong; et al.
Favorite | TC[WOS]:4 TC[Scopus]:8  IF:6.1/6.5 | Submit date：2024/02/22
Contract Theory  Differential Privacy  Federated Split Learning  Incentive Mechanism  Vehicular Networks  
FAST: Fidelity-Adjustable Semantic Transmission Over Heterogeneous Wireless Networks Conference paper
Li Peichun, Cheng Guoliang, Kang Jiawen, Yu Rong, Qian Liping, Wu Yuan, Niyato Dusit. FAST: Fidelity-Adjustable Semantic Transmission Over Heterogeneous Wireless Networks[C]:IEEE345 E 47TH ST, NEW YORK, NY 10017 USA, 2023, 4689-4694.
Authors:  Li Peichun;  Cheng Guoliang;  Kang Jiawen;  Yu Rong;  Qian Liping; et al.
Favorite | TC[WOS]:4 TC[Scopus]:9 | Submit date：2024/02/22
Dynamic Neural Networks  On-demand Communications  Resource Management  Semantic Communications  
AnycostFL: Efficient On-Demand Federated Learning over Heterogeneous Edge Devices Conference paper
Li Peichun, Cheng Guoliang, Huang Xumin, Kang Jiawen, Yu Rong, Wu Yuan, Pan Miao. AnycostFL: Efficient On-Demand Federated Learning over Heterogeneous Edge Devices[C]:Institute of Electrical and Electronics Engineers Inc., 2023.
Authors:  Li Peichun;  Cheng Guoliang;  Huang Xumin;  Kang Jiawen;  Yu Rong; et al.
Favorite | TC[Scopus]:11 | Submit date：2023/08/29
Federated Learning  Edge Intelligence  Mobile Computing  Resource Management  
Split Learning with Differential Privacy for Integrated Terrestrial and Non-Terrestrial Networks Journal article
Wu Maoqiang, Chen Guoliang, Li Peichun, Yu Rong, Wu Yuan, Pan Miao, Lu Rongxing. Split Learning with Differential Privacy for Integrated Terrestrial and Non-Terrestrial Networks[J]. IEEE Wireless Communications Magazine, 2023, 31(3), 177-184.
Authors:  Wu Maoqiang;  Chen Guoliang;  Li Peichun;  Yu Rong;  Wu Yuan; et al.
Favorite | TC[WOS]:18 TC[Scopus]:20  IF:10.9/11.1 | Submit date：2023/08/29
Remote Sensing  Federated Learning  Satellites  Sensors  Data Models  Training  Servers  
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]:8 TC[Scopus]:12  IF:8.9/8.6 | Submit date：2023/08/03
Federated Learning  Gradient Compression  Wireless Resource Management  
Efficient Filtering Algorithms for Location-Aware Publish/Subscribe Journal article
Minghe Yu, Guoliang Li, Ting Wang, Jianhua Feng, Zhiguo Gong. Efficient Filtering Algorithms for Location-Aware Publish/Subscribe[J]. IEEE Transactions on Knowledge and Data Engineering, 2015, 27(4), 950-963.
Authors:  Minghe Yu;  Guoliang Li;  Ting Wang;  Jianhua Feng;  Zhiguo Gong
Favorite | TC[WOS]:23 TC[Scopus]:28  IF:8.9/8.8 | Submit date：2019/02/12