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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  
Integrated Sensing and Communication for Edge Inference With End-to-End Multi-View Fusion Journal article
Jin, Xibin, Li, Guoliang, Wang, Shuai, Wen, Miaowen, Xu, Chengzhong, Poor, H. Vincent. Integrated Sensing and Communication for Edge Inference With End-to-End Multi-View Fusion[J]. IEEE Wireless Communications Letters, 2024, 13(8), 2040-2044.
Authors:  Jin, Xibin;  Li, Guoliang;  Wang, Shuai;  Wen, Miaowen;  Xu, Chengzhong; et al.
Favorite | TC[WOS]:0 TC[Scopus]:1  IF:4.6/4.9 | Submit date：2024/06/05
Edge Inference  Integrated Sensing And Communication  Multi-view Fusion  
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]:1 | Submit date：2024/06/05
Channel Impulse Response  Channel Model  Simulation-to-reality Inference  
Integrated Sensing and Communication from Learning Perspective: An SDP3 Approach Journal article
Li, Guoliang, Wang, Shuai, Li, Jie, Wang, Rui, Liu, Fan, Peng, Xiaohui, Han, Tony Xiao, Xu, Chengzhong. Integrated Sensing and Communication from Learning Perspective: An SDP3 Approach[J]. IEEE Internet of Things Journal, 2024, 11(4), 5589-5603.
Authors:  Li, Guoliang;  Wang, Shuai;  Li, Jie;  Wang, Rui;  Liu, Fan; et al.
Favorite | TC[WOS]:5 TC[Scopus]:5  IF:8.2/9.0 | Submit date：2023/12/13
Integrated Sensing And Communication(Isac)  Resource Allocation  Wireless Sensing Simulation  
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]:2 TC[Scopus]:4 | 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]:6 | 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]:9 TC[Scopus]:13  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]:5 TC[Scopus]:9  IF:8.9/8.6 | Submit date：2023/08/03
Federated Learning  Gradient Compression  Wireless Resource Management  
iCOIL: Scenario Aware Autonomous Parking Via Integrated Constrained Optimization and Imitation Learning Conference paper
Huang, Lexiong, Han, Ruihua, Li, Guoliang, Li, He, Wang, Shuai, Wang, Yang, Xu, Chengzhong. iCOIL: Scenario Aware Autonomous Parking Via Integrated Constrained Optimization and Imitation Learning[C], 2023, 97-102.
Authors:  Huang, Lexiong;  Han, Ruihua;  Li, Guoliang;  Li, He;  Wang, Shuai; et al.
Favorite | TC[WOS]:0 TC[Scopus]:0 | Submit date：2024/02/22
Autonomous Driving  Metaverse  
Bridging the Interfacial Contact for Improved Stability and Efficiency of Inverted Perovskite Solar Cells Journal article
Huang, Yulan, Liu, Tanghao, Li, Dongyang, Lian, Qing, Wang, Yun, Wang, Guoliang, Mi, Guojun, Zhou, Yuanyuan, Amini, Abbas, Xu, Baomin, Tang, Zikang, Cheng, Chun, Xing, Guichuan. Bridging the Interfacial Contact for Improved Stability and Efficiency of Inverted Perovskite Solar Cells[J]. SMALL, 2022, 18(24), 2201694.
Authors:  Huang, Yulan;  Liu, Tanghao;  Li, Dongyang;  Lian, Qing;  Wang, Yun; et al.
Favorite | TC[WOS]:25 TC[Scopus]:22  IF:13.0/13.5 | Submit date：2022/08/02
Hole Extraction  Interfacial Contact  Inverted Perovskite Solar Cells  Stability