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Modeling Relational Data with Graph Convolutional Networks

Oct 26, 2017
Michael Schlichtkrull, Thomas N. Kipf, Peter Bloem, Rianne van den Berg, Ivan Titov, Max Welling

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Graph Convolutional Matrix Completion

Oct 25, 2017
Rianne van den Berg, Thomas N. Kipf, Max Welling

* 9 pages, 3 figures, updated with additional experimental evaluation 

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Semi-Supervised Classification with Graph Convolutional Networks

Feb 22, 2017
Thomas N. Kipf, Max Welling

* Published as a conference paper at ICLR 2017 

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Variational Graph Auto-Encoders

Nov 21, 2016
Thomas N. Kipf, Max Welling

* Bayesian Deep Learning Workshop (NIPS 2016) 

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