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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
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backward computation  forward computation  gradient communication  parameter communication  Parameter server  
FedParking: A Federated Learning based Parking Space Estimation with Parked Vehicle assisted Edge Computing Journal article
IEEE Transactions on Vehicular Technology, 2021
Authors:  Huang, Xumin;  Li, Peichun;  Yu, Rong;  Wu, Yuan;  Xie, Kan;  Xie, Shengli
Favorite |  | TC[WOS]:0 TC[Scopus]:1 | Submit date:2021/09/10
Collaborative Work  Computational Modeling  Data Models  Estimation  Federated Learning  Games  Parked Vehicle Assisted Edge  Space Vehicles  Training Data  
Learning Driven Resource Allocation and SIC Ordering in EH Relay Aided NB-IoT Networks Journal article
IEEE Communications Letters, 2021,Volume: 25,Issue: 8,Page: 2619-2623
Authors:  Qian, Li Ping;  Yang, Chao;  Han, Huimei;  Wu, Yuan;  Meng, Limin
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Deep Reinforcement Learning  Non-orthogonal Multiple Access (Noma)  Resource Allocation  
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  
Multi-Graph Convolutional Network for Relationship-Driven Stock Movement Prediction Conference paper
Milan, 10-15 Jan. 2021
Authors:  Jiexia Ye;  Juanjuan Zhao;  Kejiang Ye;  Chengzhong Xu
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Gcn  Graph Convolutional Network  Gru  Relationship  Stock Movement  Stock Price  
MA-LSTM: A Multi-Attention Based LSTM for Complex Pattern Extraction Conference paper
Milan, 10-15 Jan. 2021
Authors:  Jingjie Guo;  Kelang Tian;  Kejiang Ye;  Cheng-Zhong Xu
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Multi-attention  Traffic Prediction  Handwriting Recognition  Language Model  
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  
Novel Efficient RNN and LSTM-Like Architectures: Recurrent and Gated Broad Learning Systems and Their Applications for Text Classification Journal article
IEEE Transactions on Cybernetics, 2021,Volume: 51,Issue: 3,Page: 1586-1597
Authors:  Du,Jie;  Vong,Chi Man;  Philip Chen,C. L.
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Broad learning system (BLS)  sequence information  simultaneous learning  text classification  word importance  
An automatic multi-view disease detection system via Collective Deep Region-based Feature Representation Journal article
Future Generation Computer Systems, 2021,Volume: 115,Page: 59-75
Authors:  Zhou,Jianhang;  Zhang,Qi;  Zhang,Bob
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Disease Detection System  Feature Representation  Image Segmentation  Medical Biometrics  Multi-view Learning  
Fast Algorithm Based on Parallel Computing for Sample Entropy Calculation Journal article
IEEE Access, 2021
Authors:  Dong X.;  Chen C.;  Geng Q.;  Zhang W.;  Zhang X.D.
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Acceleration  Algorithm  Biomedical Monitoring  Entropy  Fast Computation  Graphics Processing Unit  Graphics Processing Units  Kernel  Parallel Computing  Sample Entropy  Standards  Time Series Analysis