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KGEL: A novel end-to-end embedding learning framework for knowledge graph completion Journal article
Expert Systems with Applications, 2021,Volume: 167
Authors:  Adnan Zeb;  Anwar Ul Haq;  Defu Zhang;  Junde Chen;  Zhiguo Gong
Favorite |  | TC[WOS]:1 TC[Scopus]:2 | Submit date:2021/03/09
Knowledge Graph  Link Prediction  Tensor Factorization  Tensor Train Decomposition  Weighted Graph Convolutional Network  
CRL: Collaborative Representation Learning by Coordinating Topic Modeling and Network Embeddings Journal article
IEEE Transactions on Neural Networks and Learning Systems, 2021,Page: 1-13
Authors:  Junyang Chen;  Zhiguo Gong;  Wei Wang;  Weiwen Liu;  Xiao Dong
Favorite |  | TC[WOS]:0 TC[Scopus]:0 | Submit date:2021/03/09
Collaboration  Collaborative Representation Learning (Crl)  Context Modeling  Correlation  Data Models  Electronic Mail  Global And Local Contexts  Learning Systems  Network Embeddings  Network Representation Learning (Nrl)  Network Topology  Topic Modeling.  
HNS: Hierarchical negative sampling for network representation learning Journal article
Information Sciences, 2021,Volume: 542,Page: 343-356
Authors:  Junyang Chen;  Zhiguo Gong;  Wei Wang;  Weiwen Liu
Favorite |  | TC[WOS]:0 TC[Scopus]:2 | Submit date:2020/12/04
Hierarchical Negative Sampling  Network Embeddings  Network Representation Learning  
GNNVis: Visualize Large-Scale Data by Learning a Graph Neural Network Representation Conference paper
International Conference on Information and Knowledge Management, Proceedings, Ireland, October 19–23, 2020
Authors:  Yajun Huang;  Jingbin Zhang;  Yiyang Yang;  Zhiguo Gong;  Zhifeng Hao
Favorite |  | TC[WOS]:0 TC[Scopus]:0 | Submit date:2021/03/09
Big Data  Graph Neural Networks  High-dimensional Data  Neural Networks  Semi-supervised Learning  Visualization  
Improving tree-based neural machine translation with dynamic lexicalized dependency encoding Journal article
Knowledge-Based Systems, 2020,Volume: 188
Authors:  Yang,Baosong;  Wong,Derek F.;  Chao,Lidia S.;  Zhang,Min
Favorite |  | TC[WOS]:5 TC[Scopus]:4 | Submit date:2021/03/11
Dynamic parameters  Neural machine translation (NMT)  Syntactic modeling  Tree-RNN  
Linguistic Knowledge-Aware Neural Machine Translation Journal article
IEEE-ACM TRANSACTIONS ON AUDIO SPEECH AND LANGUAGE PROCESSING, 2018,Volume: 26,Issue: 12,Page: 2341-2354
Authors:  Li, Qiang;  Wong, Derek F.;  Chao, Lidia S.;  Zhu, Muhua;  Xiao, Tong;  Zhu, Jingbo;  Zhang, Min
Favorite |  | TC[WOS]:10 TC[Scopus]:12 | Submit date:2018/10/30
Attention gate  knowledge block  knowledge gate  neural machine translation (NMT)  
Embedding meshes/tori in faulty crossed cubes Journal article
Information Processing Letters, 2010,Volume: 110,Issue: 14-15,Page: 559-564
Authors:  Yang X.;  Dong Q.;  Tang Y.Y.
Favorite |  | TC[WOS]:28 TC[Scopus]:29 | Submit date:2019/02/11
Crossed cube  Fault-tolerance  Graph embedding  Interconnection networks  Mesh  Torus