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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
Favorite |  | TC[WOS]:1 TC[Scopus]:1 | Submit date:2021/05/31
backward computation  forward computation  gradient communication  parameter communication  Parameter server  
An efficient multigrid solver for two-dimensional spatial fractional diffusion equations with variable coefficients: An efficient multigrid solver for two-dimensional SFDEs Journal article
Applied Mathematics and Computation, 2021,Volume: 402
Authors:  Pan,Kejia;  Sun,Hai Wei;  Xu,Yuan;  Xu,Yufeng
Favorite |  | TC[WOS]:3 TC[Scopus]:2 | Submit date:2021/03/09
Biconjugate Gradient Stabilized Method  Cascadic Multigrid Method  Fractional Diffusion Equations  Richardson Extrapolation  Variable Coefficients  
Bio-Inspired Hybrid Dielectric for Capacitive and Triboelectric Tactile Sensors with High Sensitivity and Ultrawide Linearity Range Journal article
Advanced Materials, 2021,Volume: 33,Issue: 27
Authors:  Ji, Bing;  Zhou, Qian;  Hu, Bin;  Zhong, Junwen;  Zhou, Jun;  Zhou, Bingpu
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hybrid dielectrics  series-parallel conversion  tactile sensors  ultrawide linear sensing  
Deep Reinforcement Learning-Based Dynamic Resource Management for Mobile Edge Computing in Industrial Internet of Things Journal article
IEEE Transactions on Industrial Informatics, 2021,Volume: 17,Issue: 7,Page: 4925-4934
Authors:  Chen, Ying;  Liu, Zhiyong;  Zhang, Yongchao;  Wu, Yuan;  Chen, Xin;  Zhao, Lian
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Deep reinforcement learning (DRL)  dynamic resource management  industrial Internet of things (IIoT)  mobile edge computing (MEC)  
AOAM: Automatic Optimization of Adjacency Matrix for Graph Convolutional Network Conference paper
Milan, Jan 10-15, 2021
Authors:  Yuhang Zhang;  Hongshuai Ren;  Jiexia Ye;  Xitong Gao;  Yang Wang;  Kejiang Ye;  Cheng-Zhong Xu
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Graph Convolutional Network  Adjacency Matrix  End-to-end  Node Information Entropy  
A framework of the finite element solution of the Landau-Lifshitz-Gilbert equation on tetrahedral meshes Journal article
Journal of Computational Physics, 2021,Volume: 431
Authors:  Yang,Lei;  Chen,Jingrun;  Hu,Guanghui
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Demagnetization field calculation  Finite element method  Gradient recovery  Implicit midpoint scheme  Landau-Lifshitz-Gilbert equation  
Network-wide traffic signal control optimization using a multi-agent deep reinforcement learning Journal article
Transportation Research Part C: Emerging Technologies, 2021,Volume: 125
Authors:  Li,Zhenning;  Yu,Hao;  Zhang,Guohui;  Dong,Shangjia;  Xu,Cheng Zhong
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Adaptive Traffic Signal Control  Deep Learning  Knowledge Sharing  Multi-agent Reinforcement Learning  Transportation Network  
A new nonlocal means based framework for mixed noise removal Journal article
Neurocomputing, 2021,Volume: 431,Page: 57-68
Authors:  Jiang,Jielin;  Yang,Kang;  Yang,Jian;  Yang,Zhi Xin;  Chen,Yadang;  Luo,Lei
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Convolutional neural network  Gradient regularization  Low rank approximation  Mixed noise removal  Nonlocal self-similarity  
Preconditioning for symmetric positive definite systems in balanced fractional diffusion equations Journal article
Numerische Mathematik, 2021,Volume: 147,Issue: 3,Page: 651-677
Authors:  Fang,Zhi Wei;  Lin,Xue Lei;  Ng,Michael K.;  Sun,Hai Wei
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Sampling sparse representations with randomized measurement langevin dynamics Journal article
ACM Transactions on Knowledge Discovery from Data, 2021,Volume: 15,Issue: 2
Authors:  Wang,Kafeng;  Xiong,Haoyi;  Bian,Jiang;  Zhu,Zhanxing;  Gao,Qian;  Guo,Zhishan;  Xu,Cheng Zhong;  Huan,Jun;  Dou,Dejing
Favorite |  | TC[WOS]:0 TC[Scopus]:0 | Submit date:2021/05/31
Compressive Sensing  Hamiltonian Monte Carlo  Lasso