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DeepTM: Efficient Tensor Management in Heterogeneous Memory for DNN Training Journal article
Zhou, Haoran, Rang, Wei, Chen, Hongyang, Zhou, Xiaobo, Cheng, Dazhao. DeepTM: Efficient Tensor Management in Heterogeneous Memory for DNN Training[J]. IEEE Transactions on Parallel and Distributed Systems, 2024, 35(11), 1920-1935.
Authors:  Zhou, Haoran;  Rang, Wei;  Chen, Hongyang;  Zhou, Xiaobo;  Cheng, Dazhao
Favorite | TC[WOS]:0 TC[Scopus]:0  IF:5.6/4.5 | Submit date：2024/08/05
Deep Neural Network Training  Heterogeneous Memory  Memory Management  Performance Optimization  
Multi-Access Edge Computing Empowered Integrated Hybrid Sensing and Communication: A Computation-Efficient Design Conference paper
Dou Chenglong, Huang Xumin, Wu Yuan, Qian Liping, Quek Tony Q.S.. Multi-Access Edge Computing Empowered Integrated Hybrid Sensing and Communication: A Computation-Efficient Design[C]:Institute of Electrical and Electronics Engineers Inc., 2024, 471-476.
Authors:  Dou Chenglong;  Huang Xumin;  Wu Yuan;  Qian Liping;  Quek Tony Q.S.
Favorite | TC[Scopus]:0 | Submit date：2024/07/20
Performance Evaluation  Wireless Communication  Wireless Sensor Networks  Multi-access Edge Computing  Array Signal Processing  Simulation  Large Language Models  Signal Processing Algorithms  Integrated Sensing And Communication  Optimization  Multi-access Edge Computing  Hybrid Active And Passive Sensing  
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  
Robust Max-Min Fairness Transmission Design for IRS-Aided Wireless Network Considering User Location Uncertainty Journal article
Ji,Taotao, Hua,Meng, Li,Chunguo, Huang,Yongming, Yang,Luxi. Robust Max-Min Fairness Transmission Design for IRS-Aided Wireless Network Considering User Location Uncertainty[J]. IEEE Transactions on Communications, 2023, 71(8), 4678 - 4693.
Authors:  Ji,Taotao;  Hua,Meng;  Li,Chunguo;  Huang,Yongming;  Yang,Luxi
Favorite | TC[WOS]:4 TC[Scopus]:6  IF:7.2/6.3 | Submit date：2023/08/03
Deployment Orientation Design  Intelligent Reflecting Surface (Irs)  Interference  Location Uncertainty  Max-min Fairness  Minimax Techniques  Optimization  Robust Design  Signal To Noise Ratio  System Performance  Uncertainty  Wireless Networks  
On the Mathematical Modeling and Optimization for the Energy Efficiency Performance of CSMA-NOMA Random Access Networks with Channel Inversion Journal article
Cao, Shengbin, Hou, Fen. On the Mathematical Modeling and Optimization for the Energy Efficiency Performance of CSMA-NOMA Random Access Networks with Channel Inversion[J]. IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS, 2023, 22(4), 2867-2884.
Authors:  Cao, Shengbin;  Hou, Fen
Favorite | TC[WOS]:1 TC[Scopus]:4 | Submit date：2022/12/31
Non-orthogonal Multiple Access (Noma)  Decoding  Mathematical Models  Wireless Communication  Optimization  Power Control  Multiaccess Communication  Energy Efficiency  Csma  Ca  Difference Of Convex Programming (Dcp)  Random Access  Performance Analysis  Complementary Geometric Programming (Cgp)  
Ubiquitous Control Over Heterogeneous Vehicles: A Digital Twin Empowered Edge AI Approach Journal article
Fan Bo, Su Zixun, Chen Yanyan, Wu Yuan, Xu Chengzhong, Quek Tony Q.S.. Ubiquitous Control Over Heterogeneous Vehicles: A Digital Twin Empowered Edge AI Approach[J]. IEEE Wireless Communications Magazine, 2022, 30(1), 166 - 173.
Authors:  Fan Bo;  Su Zixun;  Chen Yanyan;  Wu Yuan;  Xu Chengzhong; et al.
Favorite | TC[WOS]:19 TC[Scopus]:25  IF:10.9/11.1 | Submit date：2022/08/19
Artificial Intelligence  Vehicle-to-everything  Road Traffic  Automation  Traffic Control  Sensors  Safety  Risk Management  Reinforcement Learning  Performance Analysis  Optimization  Autonomous Driving  
Joint Transceiver Optimization for IRS-Aided MIMO Communications Journal article
Zhao, Xin, Xu, Kaizhe, Ma, Shaodan, Gong, Shiqi, Yang, Guanghua, Xing, Chengwen. Joint Transceiver Optimization for IRS-Aided MIMO Communications[J]. IEEE TRANSACTIONS ON COMMUNICATIONS, 2022, 70(5), 3467 - 3482.
Authors:  Zhao, Xin;  Xu, Kaizhe;  Ma, Shaodan;  Gong, Shiqi;  Yang, Guanghua; et al.
Favorite | TC[WOS]:20 TC[Scopus]:24  IF:7.2/6.3 | Submit date：2022/05/17
Intelligent Reflecting Surface  General Performance Metrics  Eigenvalue Decomposition  Matrix-monotonic Optimization  Mse Matrix  Multi-user Mimo System  
Performance optimization of autonomous driving control under end‑to‑end deadlines Journal article
Yunhao Bai, Li Li, Zejiang Wang, Xiaorui Wang, Junmin Wang. Performance optimization of autonomous driving control under end‑to‑end deadlines[J]. REAL-TIME SYSTEMS, 2022, 58(4), 509 - 547.
Authors:  Yunhao Bai;  Li Li;  Zejiang Wang;  Xiaorui Wang;  Junmin Wang
Favorite | TC[WOS]:1 TC[Scopus]:2  IF:1.4/1.5 | Submit date：2022/08/30
Autonomous Driving  Feedback Scheduling  End-to-end Tasks  Performance Optimization  
On the Maximum Energy Efficiency of Random Access-based OMA and NOMA in Multi-rate Environment Journal article
Cao, Shengbin, Hou, Fen. On the Maximum Energy Efficiency of Random Access-based OMA and NOMA in Multi-rate Environment[J]. IEEE Transactions on Wireless Communications, 2022, 21(12), 10438-10454.
Authors:  Cao, Shengbin;  Hou, Fen
Favorite | TC[WOS]:5 TC[Scopus]:5  IF:8.9/8.6 | Submit date：2022/08/05
Random Access  Non-orthogonal Multiple Access (Noma)  Energy Efficiency  Performance Analysis  Performance Optimization  Complementary Geometric Programming (Cgp)  
Recent design and development of piezoelectric-actuated compliant microgrippers: A review Journal article
Lyu, Zekui, Xu, Qingsong. Recent design and development of piezoelectric-actuated compliant microgrippers: A review[J]. Sensors and Actuators A: Physical, 2021, 331, 113002.
Authors:  Lyu, Zekui;  Xu, Qingsong
Favorite | TC[WOS]:50 TC[Scopus]:59  IF:4.1/4.0 | Submit date：2021/12/08
Compliant Mechanism  Gripper Classification  Gripper Performance  Micro Robotics  Microgripper  Optimization And Modeling