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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  
AucSwap: A Vickrey auction modeled decentralized cross-blockchain asset transfer protocol Journal article
Journal of Systems Architecture, 2021,Volume: 117
Authors:  Liu,Weiwei;  Wu,Huaming;  Meng,Tianhui;  Wang,Rui;  Wang,Yang;  Xu,Cheng Zhong
Favorite |  | TC[WOS]:0 TC[Scopus]:1 | Submit date:2021/05/31
Asset Swap  Blockchain  Cross-chain  Vickrey Auction  
On Consortium Blockchain Consistency: A Queueing Network Model Approach Journal article
IEEE Transactions on Parallel and Distributed Systems, 2021,Volume: 32,Issue: 6,Page: 1369-1382
Authors:  Meng,Tianhui;  Zhao,Yubin;  Wolter,Katinka;  Xu,Cheng Zhong
Favorite |  | TC[WOS]:2 TC[Scopus]:1 | Submit date:2021/03/09
analyzing framework  consistency  Consortium blockchain  delay attack  permissoned blockchain  queueing networks  
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
Favorite |  | TC[WOS]:0 TC[Scopus]:0 | Submit date:2021/09/18
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
Favorite |  | TC[WOS]:0 TC[Scopus]:0 | Submit date:2021/09/18
Multi-attention  Traffic Prediction  Handwriting Recognition  Language Model  
Robust Actor-Critic Learning for Continuous-Time Nonlinear Systems with Unmodeled Dynamics Journal article
IEEE Transactions on Fuzzy Systems, 2021
Authors:  Yang,Yongliang;  Gao,Weinan;  Modares,Hamidreza;  Xu,Cheng Zhong
Favorite |  | TC[WOS]:0 TC[Scopus]:4 | Submit date:2021/05/31
Fuzzy Logic  Heuristic Algorithms  Input-to-state Stability  Nonlinear Dynamical Systems  Optimal Control  Optimal Control  Power System Dynamics  Robust Actor-critic Learning  Stability Criteria  Uncertainty  Unmodeled Dynamics  
SenseMag: Enabling Low-Cost Traffic Monitoring using Non-invasive Magnetic Sensing Journal article
IEEE Internet of Things Journal, 2021
Authors:  Wang,Kafeng;  Xiong,Haoyi;  Zhang,Jie;  Chen,Hongyang;  Dou,Dejing;  Xu,Cheng Zhong
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Internet Of Vehicles (Iov).  Magnetic Domains  Magnetic Sensing  Magnetic Sensors  Monitoring  Perpendicular Magnetic Anisotropy  Roads  Sensors  Time-frequency Analysis  Traffic Monitoring  Vehicle Type Classification  
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
Favorite |  | TC[WOS]:0 TC[Scopus]:1 | Submit date:2021/05/31
Adaptive Traffic Signal Control  Deep Learning  Knowledge Sharing  Multi-agent Reinforcement Learning  Transportation Network  
FLSim: An Extensible and Reusable Simulation Framework for Federated Learning Conference paper
SIMUtools 2020: Simulation Tools and Techniques, Guiyang, 28 August 2020 - 29 August 2020
Authors:  Li Li;  Jun Wang;  ChengZhong Xu
Favorite |  | TC[WOS]:0 TC[Scopus]:0 | Submit date:2021/09/18