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PECCO: A profit and cost‐oriented computation offloading scheme in edge‐cloud environment with improved Moth‐flame optimization Journal article
Concurrency and Computation: Practice and Experience, 2022,Page: e7163
Authors:  Jiashu Wu;  Hao Dai;  Yang Wang;  Shigen Shen;  Chengzhong Xu
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Cloud Computing, edge-Cloud Computation Offloading, Internet Of Things, Moth-flame Optimizer  
Mixed Deep Reinforcement Learning Considering Discrete-continuous Hybrid Action Space for Smart Home Energy Management Journal article
Journal of Modern Power Systems and Clean Energy, 2022,Volume: 10,Issue: 3,Page: 743-754
Authors:  Huang, Chao;  Zhang, Hongcai;  Wang, Long;  Luo, Xiong;  Song, Yonghua
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Demand Response  
Low-Rankness Guided Group Sparse Representation for Image Restoration Journal article
IEEE Transactions on Neural Networks and Learning Systems, 2022
Authors:  Zha, Zhiyuan;  Wen, Bihan;  Yuan, Xin;  Zhou, Jiantao;  Zhu, Ce;  Kot, Alex Chichung
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Adaptation Models  Adaptively Adjusted Parameter  Alternating Minimization  Dictionaries  Image Denoising  Image Reconstruction  Image Restoration  Image Restoration  Low-rankness Guided Group Sparse Representation (Lgsr)  Minimization  Nonlocal Self-similarity (Nss).  Task Analysis  
Adaptive Fourier Decomposition for Multi-Channel Signal Analysis Journal article
IEEE Transactions on Signal Processing, 2022,Volume: 70,Page: 903-918
Authors:  Wang Ze;  Wong Chi Man;  Agostinho Rosa;  Qian Tao;  Wan F(萬峰)
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Dynamic group optimization algorithm with a mean–variance search framework Journal article
Expert Systems with Applications, 2021,Volume: 183
Authors:  Tang, Rui;  Yang, Jie;  Fong, Simon;  Wong, Raymond;  Vasilakos, Athanasios V.;  Chen, Yu
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Dynamic Group Optimization Algorithm  Mean–variance Search Framework  Metaheuristic Algorithm  
Knowledge Distillation with Attention for Deep Transfer Learning of Convolutional Networks Journal article
ACM Transactions on Knowledge Discovery from Data, 2021,Volume: 16,Issue: 3,Page: 42:1-42:20
Authors:  Xingjian Li;  Haoyi Xiong;  Zeyu Chen;  Jun Huan;  Ji Liu;  Cheng-Zhong Xu;  Dejing Dou
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Trasfer Learning  Framework  Algorithms  Knowledge Distillation  
Overlapping Communication with Computation in Parameter Server for Scalable DL Training Journal article
IEEE Transactions on Parallel and Distributed Systems, 2021,Volume: 32,Issue: 9,Page: 2144-2159
Authors:  Wang,Shaoqi;  Pi,Aidi;  Zhou,Xiaobo;  Wang,Jun;  Xu,Cheng Zhong
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Backward Computation  Forward Computation  Gradient Communication  Parameter Communication  Parameter Server  
Reinforcement Learning Enabled Dynamic Resource Allocation in the Internet of Vehicles Journal article
IEEE Transactions on Industrial Informatics, 2021,Volume: 17,Issue: 7,Page: 4957-4967
Authors:  Liang, Hongbin;  Zhang, Xiaohui;  Hong, Xintao;  Zhang, Zongyuan;  Li, Mushu;  Hu, Guangdi;  Hou, Fen
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Hierarchical Architecture  Internet Of Vehicles (Iov)  Reinforcement Learning  Resource Allocation  Semi-markov Decision Process (Smdp)  
Distributed Time-Sensitive Task Selection in Mobile Crowdsensing Journal article
IEEE Transactions on Mobile Computing, 2021,Volume: 20,Issue: 6,Page: 2172-2185
Authors:  Cheung, Man Hon;  Hou, Fen;  Huang, Jianwei;  Southwell, Richard
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Bayesian Potential Game  Crowdsourcing  Mobile Crowdsensing  Task Selection  
Detecting Adversarial Examples from Sensitivity Inconsistency of Spatial-Transform Domain Conference paper
Proceedings of the AAAI Conference on Artificial Intelligence 2021, Palo Alto, California USA, February 2–9, 2021
Authors:  Jinyu Tian;  Jiantao Zhou;  Yuanman Li;  Jia Duan
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