Attentive Graph-based Recursive Neural Network for Collective Vertex Classification

@inproceedings{Xu2017AttentiveGR,
  title={Attentive Graph-based Recursive Neural Network for Collective Vertex Classification},
  author={Qiongkai Xu and Qing Wang and Chenchen Xu and Lizhen Qu},
  booktitle={CIKM},
  year={2017}
}
Vertex classification is a critical task in graph analysis, where both contents and linkage of vertices are incorporated during classification. Recently, researchers proposed using deep neural network to build an end-to-end framework, which can capture both local content and structure information. These approaches were proved effective in incorporating semantic meanings of neighbouring vertices, while the usefulness of this information was not properly considered. In this paper, we propose an… CONTINUE READING

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