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Zero-shot Node Classification with Decomposed Graph Prototype Network Conference paper
KDD2021
Authors:  Wang, Z.;  Wang, J.;  Guo, Y.;  Gong, Z. G.
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Zero-Shot  Graph  
An Attention-Based Deep Learning Framework for Trip Destination Prediction of Sharing Bike Journal article
IEEE Transactions on Intelligent Transportation Systems, 2021,Page: 4601- 4610
Authors:  Wang, W;  Zhao, X;  Gong, Z. G.;  Chen, Z;  Zhang, N;  Wei, W
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Sharing bike system  trip destination prediction  convolution neural networks  attention model  
A Multi-graph Convolutional Network Framework for Tourist Flow Prediction Journal article
ACM Transactions on Internet Technology, 2021,Page: 1-13
Authors:  Wang, W;  Chen, J;  Zhang, Y;  Gong, Z. G.;  Kumar, N;  Wei, W
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Graph  Tourist Flow Prediction  
Identifying and Evaluating Anomalous Structural Change-based Nodes in Generalized Dynamic Social Networks Journal article
ACM Transactions on the Web, 2021,Page: 1-12
Authors:  Wang, H.;  Qiao, C;  Guo, X;  Fang, L;  Sha, Y;  Gong, Z. G.
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social network  
A matrix sampling approach for efficient SimRank computation Journal article
Information Science, 2021,Page: 1-26
Authors:  Lu, J;  Gong, Z. G.;  Yang, Y
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SimRank  graph  
Expanding Semantic Knowledge for Zero-Shot Graph Embedding Conference paper
DASFAA2021
Authors:  Wang, Z.;  Shao, R;   Wang, C.;  Hu, C;  Wang, C.;  Gong, Z. G.
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Zero-shot  graph embedding  
KGEL: A novel end-to-end embedding learning framework for knowledge graph completion Journal article
Expert Systems with Applications, 2021,Page: 1-10
Authors:  Zeb, A;  Haq, A;  Zhang, D;  Chen, J;  Gong, Z. G.
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Knowledge Graph  
Scholar2vec: Vector Representation of Scholars for Lifetime Collaborator Prediction Journal article
ACM Transactions on Knowledge Discovery from Data, 2021,Page: 1-19
Authors:  wang, W.;  Xia, F;  Wu, J;  Gong, Z. G.;  Tong, H;   Davison, B
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vector representation  
Venue Topic Model–enhanced Joint Graph Modelling for Citation Recommendation in Scholarly Big Data Journal article
ACM Transactions on Asian and Low-Resource Language Information Processing, 2021,Page: 1-15
Authors:  Wang, W;  Gong, Z. G.;  Ren, J;  Xia, F;  Lv, Z;  Wei, W
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Citation Recommendation  
GraphLSHC: Towards large scale spectral hypergraph clustering Journal article
Information Sciences, 2021,Page: 117-134
Authors:  Yang, Y. Y.;  Deng, S. C.;  Lu, J.;  Li, Y. H.;  Gong, Z. G.;  U, L. H.;  Hao, Z. F.
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Machine Learningunsupervised Learningclusteringhypergraph