Disentangled Graph Convolutional Networks

The Strength of Weak Ties

Mark Granovetter · American Journal of Sociology · 1973 · 38.5K citations

Social Sciences, Organization Studies, Sociology +17

Dropout: a simple way to prevent neural networks from overfitting

Nitish Srivastava, Geoffrey E. Hinton, Alex Krizhevsky et al. · 2014 · 34.3K citations

Computing, Computer Science, Artificial Intelligence +12

node2vec

Aditya Grover, Jure Leskovec · 2016 · 10.9K citations

Computing, Computer Science, Feature Engineering +16

The Graph Neural Network Model

Franco Scarselli, M. Gori, Ah Chung Tsoi et al. · IEEE Transactions on Neural Networks · 2008 · 9.3K citations · Full text

Computing, Computer Science, Molecular Biology +13

Deep Learning On Graphs (Graphsip Summer School)

Michaël Defferrard · Figshare · 2016 · 5.1K citations

Computing, Computer Science, Feature Engineering +16