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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:  Zeb,Adnan;  Ul Haq,Anwar;  Zhang,Defu;  Chen,Junde;  Gong,Zhiguo
Favorite |  | TC[WOS]:1 TC[Scopus]:1 | Submit date:2021/03/09
Knowledge graph  Link prediction  Tensor factorization  Tensor train decomposition  Weighted graph convolutional network  
HNS: Hierarchical negative sampling for network representation learning Journal article
Information Sciences, 2021,Volume: 542,Page: 343-356
Authors:  Chen,Junyang;  Gong,Zhiguo;  Wang,Wei;  Liu,Weiwen
Favorite |  | TC[WOS]:0 TC[Scopus]:0 | Submit date:2020/12/04
Hierarchical negative sampling  Network embeddings  Network representation learning  
CRL: Collaborative Representation Learning by Coordinating Topic Modeling and Network Embeddings Journal article
IEEE Transactions on Neural Networks and Learning Systems, 2021
Authors:  Chen,Junyang;  Gong,Zhiguo;  Wang,Wei;  Liu,Weiwen;  Dong,Xiao
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.  
GNNVis: Visualize Large-Scale Data by Learning a Graph Neural Network Representation Conference paper
International Conference on Information and Knowledge Management, Proceedings
Authors:  Huang,Yajun;  Zhang,Jingbin;  Yang,Yiyang;  Gong,Zhiguo;  Hao,Zhifeng
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]:3 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]:9 TC[Scopus]:11 | 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