Modeling Relational Data with Graph Convolutional Networks ​

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Authors: Michael Schlichtkrull, Thomas N. Kipf, Peter Bloem, Rianne van den Berg, Ivan Titov, Max Welling
Year: 2017
Journal: ESWC
DOI: 10.1007/978-3-319-93417-4_2
Publisher: https://arxiv.org/abs/1703.06103

Keywords: r-gcn, gnn

Abstract ​

We introduce Relational Graph Convolutional Networks R-GCNs a specialized graph convolution model for relational data.

Cite this paper ​

@misc{relationalgcn2017,
  title  = {Modeling Relational Data with Graph Convolutional Networks},
  author = {Michael Schlichtkrull, Thomas N. Kipf, Peter Bloem, Rianne van den Berg, Ivan Titov, Max Welling},
  year   = {2017},
  journal = {ESWC},
  doi    = {10.1007/978-3-319-93417-4_2},
  url    = {https://doi.org/10.1007/978-3-319-93417-4_2},
}

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