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CRL: Collaborative Representation Learning by Coordinating Topic Modeling and Network Embeddings Journal article
Junyang Chen, Zhiguo Gong, Wei Wang, Weiwen Liu, Xiao Dong. CRL: Collaborative Representation Learning by Coordinating Topic Modeling and Network Embeddings[J]. IEEE Transactions on Neural Networks and Learning Systems, 2022, 33(8), 3675-3777.
Authors:  Junyang Chen;  Zhiguo Gong;  Wei Wang;  Weiwen Liu;  Xiao Dong
Favorite | TC[WOS]:6 TC[Scopus]:6  IF:10.2/10.4 | Submit date：2021/03/09
Collaborative Representation Learning (Crl)  Global And Local Contexts  Network Embeddings  Network Representation Learning (Nrl)  Topic Modeling  
Complex graph convolutional network for link prediction in knowledge graphs Journal article
Zeb, Adnan, Saif, Summaya, Chen, Junde, Haq, Anwar Ul, Gong, Zhiguo, Zhang, Defu. Complex graph convolutional network for link prediction in knowledge graphs[J]. Expert Systems with Applications, 2022, 200, 116796.
Authors:  Zeb, Adnan;  Saif, Summaya;  Chen, Junde;  Haq, Anwar Ul;  Gong, Zhiguo; et al.
Favorite | TC[WOS]:35 TC[Scopus]:44  IF:7.5/7.6 | Submit date：2022/05/13
Knowledge Graph  Link Prediction  Graph Convolutional Network  Complex Embeddings  Tensor Decomposition  
HNS: Hierarchical negative sampling for network representation learning Journal article
Junyang Chen, Zhiguo Gong, Wei Wang, Weiwen Liu. HNS: Hierarchical negative sampling for network representation learning[J]. Information Sciences, 2021, 542, 343-356.
Authors:  Junyang Chen;  Zhiguo Gong;  Wei Wang;  Weiwen Liu
Favorite | TC[WOS]:15 TC[Scopus]:17  IF:0/0 | Submit date：2020/12/04
Hierarchical Negative Sampling  Network Embeddings  Network Representation Learning