Generalization and Representational Limits of Graph Neural Networks

14 February 2020

Papers citing "Generalization and Representational Limits of Graph Neural Networks"

5 / 55 papers shown

Title
Semi-Supervised Classification with Graph Convolutional Networks Thomas Kipf Max Welling GNN SSL 432 28,795 0 09 Sep 2016
Convolutional Neural Networks on Graphs with Fast Localized Spectral Filtering M. Defferrard Xavier Bresson P. Vandergheynst GNN 247 7,622 0 30 Jun 2016
Discriminative Embeddings of Latent Variable Models for Structured Data H. Dai Bo Dai Le Song BDL 101 695 0 17 Mar 2016
Convolutional Networks on Graphs for Learning Molecular Fingerprints David Duvenaud D. Maclaurin J. Aguilera-Iparraguirre Rafael Gómez-Bombarelli Timothy D. Hirzel Alán Aspuru-Guzik Ryan P. Adams GNN 147 3,337 0 30 Sep 2015
Weak Models of Distributed Computing, with Connections to Modal Logic L. Hella Matti Järvisalo Antti Kuusisto Juhana Laurinharju Tuomo Lempiäinen Kerkko Luosto Jukka Suomela Jonni Virtema 101 66 0 09 May 2012