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Attributed Collaboration Network Embedding for Academic Relationship Mining Journal article
ACM Transactions on the Web, 2021,Volume: 15,Issue: 1
Authors:  WEI WANG;  JIAYING LIU;  TAO TANG;  SUPPAWONG TUAROB;  FENG XIA;  ZHIGUO GONG;  IRWIN KING
Favorite |  | TC[WOS]:0 TC[Scopus]:2 | Submit date:2021/03/09
Academic Information Retrieval  Graph Learning  Network Embedding  Scientific Collaboration  
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]:3 TC[Scopus]:3 | 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.  
GraphLSHC: Towards large scale spectral hypergraph clustering Journal article
Information Sciences, 2021,Volume: 544,Page: 117-134
Authors:  Yiyang Yang;  Sucheng Deng;  Juan Lu;  Yuhong Li;  Zhiguo Gong;  Leong Hou U;  Zhifeng Hao
Favorite |  | TC[WOS]:1 TC[Scopus]:1 | Submit date:2021/03/09
Clustering  Hypergraph  Machine Learning  Unsupervised Learning  
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]:1 TC[Scopus]:2 | Submit date:2020/12/04
Hierarchical Negative Sampling  Network Embeddings  Network Representation Learning  
A matrix sampling approach for efficient SimRank computation Journal article
Information Sciences, 2020,Volume: 556,Page: 1-26
Authors:  Juan Lu;  Zhiguo Gong;  Yiyang Yang
Favorite |  | TC[WOS]:1 TC[Scopus]:1 | Submit date:2021/03/09
Matrix Sampling  Simrank  Steepest Descent  
Collaborative Filtering with Network Representation Learning for Citation Recommendation Journal article
IEEE Transactions on Big Data, 2020
Authors:  Wei Wang;  Tao Tang;  Feng Xia;  Zhiguo Gong;  Zhikui Chen;  Huan Liu
Favorite |  | TC[WOS]:0 TC[Scopus]:6 | Submit date:2020/12/04
Citation Recommendation  Collaborative Filtering  Network Representation Learning  Scholarly Big Data  
Geography-Aware Inductive Matrix Completion for Personalized Point-of-Interest Recommendation in Smart Cities Journal article
IEEE Internet of Things Journal, 2020,Volume: 7,Issue: 5,Page: 4361-4370
Authors:  Wei Wang;  Junyang Chen;  Jinzhong Wang;  Junxin Chen;  Zhiguo Gong
Favorite |  | TC[WOS]:20 TC[Scopus]:20 | Submit date:2020/12/04
Location-based Social Network  Matrix Completion  Point Of Interest  Points Of Interest (Pois) Recommendation  
Realizing the Potential of Internet of Things for Smart Tourism with 5G and AI Journal article
IEEE Network, 2020,Volume: 34,Issue: 6,Page: 295-301
Authors:  Wei Wang;  Neeraj Kumar;  Junxin Chen;  Zhiguo Gong;  Xiangjie Kong;  Wei Wei;  Honghao Gao
Favorite |  | TC[WOS]:39 TC[Scopus]:41 | Submit date:2021/03/09
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]:1 | Submit date:2021/03/09
Big Data  Graph Neural Networks  High-dimensional Data  Neural Networks  Semi-supervised Learning  Visualization