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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  
Long-Term Energy Consumption Minimization in NOMA-Enabled Vehicular Edge Computing Networks Journal article
Qian Liping, Dong Xinyu, Wu Mengru, Wu Yuan, Zhao Lian. Long-Term Energy Consumption Minimization in NOMA-Enabled Vehicular Edge Computing Networks[J]. IEEE Transactions on Intelligent Transportation Systems, 2024, 25(10), 13717-13728.
Authors:  Qian Liping;  Dong Xinyu;  Wu Mengru;  Wu Yuan;  Zhao Lian
Favorite | TC[WOS]:2 TC[Scopus]:3  IF:7.9/8.3 | Submit date：2024/07/04
Mobile Edge Computing  Non-orthogonal Multiple Access  Resource Allocation  Lyapunov Optimization  Vehicular Networks  
Task Offloading and Resource Allocation in UAV-assisted Vehicle Platoon System Journal article
Zhao, Peng, Kuang, Zhufang, Guo, Yujing, Hou, Fen. Task Offloading and Resource Allocation in UAV-assisted Vehicle Platoon System[J]. IEEE Transactions on Vehicular Technology, 2024.
Authors:  Zhao, Peng;  Kuang, Zhufang;  Guo, Yujing;  Hou, Fen
Favorite | TC[Scopus]:0  IF:6.1/6.5 | Submit date：2024/10/10
Vehicle Platoon  Mobile Edge Computing  Unmanned Aerial Vehicle  Task Offloading  Resource Allocation  Lyapunov Optimization  
Raptor-T: A Fused and Memory-Efficient Sparse Transformer for Long and Variable-Length Sequences Journal article
Wang, Hulin, Yang, Donglin, Xia, Yaqi, Zhang, Zheng, Wang, Qigang, Fan, Jianping, Zhou, Xiaobo, Cheng, Dazhao. Raptor-T: A Fused and Memory-Efficient Sparse Transformer for Long and Variable-Length Sequences[J]. IEEE TRANSACTIONS ON COMPUTERS, 2024, 73(7), 1852-1865.
Authors:  Wang, Hulin;  Yang, Donglin;  Xia, Yaqi;  Zhang, Zheng;  Wang, Qigang; et al.
Favorite | TC[WOS]:1 TC[Scopus]:1  IF:3.6/3.2 | Submit date：2024/05/16
Sparse Transformer  Inference Acceleration  Gpu  Deep Learning  Memory Optimization  Resource Management  
Utility-Aware UAV Deployment and Task Offloading in Multi-UAV Edge Computing Networks Journal article
Kuang, Zhufang, Wang, Haobin, Li, Jie, Hou, Fen. Utility-Aware UAV Deployment and Task Offloading in Multi-UAV Edge Computing Networks[J]. IEEE Internet of Things Journal, 2024, 11(8), 14755-14770.
Authors:  Kuang, Zhufang;  Wang, Haobin;  Li, Jie;  Hou, Fen
Favorite | TC[WOS]:2 TC[Scopus]:4  IF:8.2/9.0 | Submit date：2024/05/02
Convex Optimization (Co)  Differential Evolution  Mobile-edge Computing (Mec)  Multi-unmanned Aerial Vehicle (Uav)  Resource Allocation  Task Offloading  
Filling the Missing: Exploring Generative AI for Enhanced Federated Learning over Heterogeneous Mobile Edge Devices Journal article
Li Peichun, Zhang Hanwen, Wu Yuan, Qian Liping, Yu Rong, Niyato Dusit, Shen Xuemin. Filling the Missing: Exploring Generative AI for Enhanced Federated Learning over Heterogeneous Mobile Edge Devices[J]. IEEE Transactions on Mobile Computing, 2024, 23(10), 10001 - 10015.
Authors:  Li Peichun;  Zhang Hanwen;  Wu Yuan;  Qian Liping;  Yu Rong; et al.
Favorite | TC[WOS]:3 TC[Scopus]:9  IF:7.7/6.5 | Submit date：2024/05/16
Convergence  Data Compensation  Data Models  Energy Consumption  Federated Learning  Generative Ai  Generative Ai  Optimization  Performance Evaluation  Resource Management  Training  
Cooperative Cellular Localization with Intelligent Reflecting Surface: Design, Analysis and Optimization Journal article
Meng, Kaitao, Wu, Qingqing, Chen, Wen, Li, Deshi. Cooperative Cellular Localization with Intelligent Reflecting Surface: Design, Analysis and Optimization[J]. IEEE Transactions on Communications, 2024, 72(5), 2974-2988.
Authors:  Meng, Kaitao;  Wu, Qingqing;  Chen, Wen;  Li, Deshi
Favorite | TC[WOS]:1 TC[Scopus]:1  IF:7.2/6.3 | Submit date：2024/05/16
Cellular Networks  Cooperative Localization  Cramér-rao Lower Bound  Integrated Sensing And Communication  Intelligent Reflecting Surfaces  Interference  Location Awareness  Optimization  Phase Shift Design  Resource Management  Robot Sensing Systems  Sensors  Target Association  
Joint Interdependent Task Scheduling and Energy Balancing for Multi-UAV Enabled Aerial Edge Computing: A Multi-Objective Optimization Approach Journal article
Huang Xumin, Peng Chaoda, Wu Yuan, Kang Jiawen, Zhong Weifeng, Kim Dong In, Qi Long. Joint Interdependent Task Scheduling and Energy Balancing for Multi-UAV Enabled Aerial Edge Computing: A Multi-Objective Optimization Approach[J]. IEEE Internet of Things Journal, 2023, 10(23), 20368-20382.
Authors:  Huang Xumin;  Peng Chaoda;  Wu Yuan;  Kang Jiawen;  Zhong Weifeng; et al.
Favorite | TC[WOS]:2 TC[Scopus]:3  IF:8.2/9.0 | Submit date：2023/08/03
Autonomous Aerial Vehicles  Constrained Multi-objective Optimization  Edge Computing  Energy Balancing  Energy Consumption  Evolutionary Algorithm  Interdependent Task Scheduling  Optimization  Resource Management  Task Analysis  Trajectory  Uav  
Computation Offloading for Edge Computing in RIS-Assisted Symbiotic Radio Systems Journal article
Li Bin, Qian Zhen, Liu Lei, Wu Yuan, Lan Dapeng, Wu Celimuge. Computation Offloading for Edge Computing in RIS-Assisted Symbiotic Radio Systems[J]. IEEE Transactions on Network Science and Engineering, 2023, 10(6), 4033 - 4045.
Authors:  Li Bin;  Qian Zhen;  Liu Lei;  Wu Yuan;  Lan Dapeng; et al.
Favorite | TC[Scopus]:5  IF:6.7/6.0 | Submit date：2023/08/03
Alternating Optimization  Array Signal Processing  Artificial Neural Networks  Computational Efficiency  Data Sensing  Internet Of Things  Mobile Edge Computing  Reconfigurable Intelligent Surface  Resource Management  Sensors  Symbiotic Radio  Task Analysis  
Long-Term Energy Consumption Minimization in NOMA-Enabled Vehicular Edge Computing Conference paper
Wu Mengru, Dong Xinyu, Qian Liping, Li Mingqing, Wu Yuan. Long-Term Energy Consumption Minimization in NOMA-Enabled Vehicular Edge Computing[C]:IEEE, 2023.
Authors:  Wu Mengru;  Dong Xinyu;  Qian Liping;  Li Mingqing;  Wu Yuan
Favorite | TC[WOS]:0 TC[Scopus]:0 | Submit date：2024/02/22
Lyapunov Optimization  Mobile Edge Computing  Non-orthogonal Multiple Access  Resource Allocation  Vehicular Networks