Graph Convolutional Networks

Published: 09 Oct 2015 Category: deep_learning

Learning Convolutional Neural Networks for Graphs

Convolutional Neural Networks on Graphs with Fast Localized Spectral Filtering

Semi-Supervised Classification with Graph Convolutional Networks

Graph Based Convolutional Neural Network

How powerful are Graph Convolutions? (review of Kipf & Welling, 2016)

Graph Convolutional Networks

DeepGraph: Graph Structure Predicts Network Growth

Deep Learning with Sets and Point Clouds

Deep Learning on Graphs

Robust Spatial Filtering with Graph Convolutional Neural Networks

Modeling Relational Data with Graph Convolutional Networks

Distance Metric Learning using Graph Convolutional Networks: Application to Functional Brain Networks

Deep Learning on Graphs with Graph Convolutional Networks

Deep Learning on Graphs with Keras

Learning Graph While Training: An Evolving Graph Convolutional Neural Network

Graph Attention Networks

Residual Gated Graph ConvNets

Probabilistic and Regularized Graph Convolutional Networks

Videos as Space-Time Region Graphs

Relational inductive biases, deep learning, and graph networks

Can GCNs Go as Deep as CNNs?

GMNN: Graph Markov Neural Networks

DeepGCNs: Making GCNs Go as Deep as CNNs

Rethinking pooling in graph neural networks