DropAGG: Robust Graph Neural Networks via Drop Aggregation

Advances in neural information processing systems 7

Computers & Mathematics with Applications · 1996 · 14.4K citations

Intelligent Information Processing, Engineering, Machine Learning +5

A Comprehensive Survey on Graph Neural Networks

IEEE Transactions on Neural Networks and Learning Systems · 2020 · 8.4K citations · Full text

Semi-Supervised Classification with Graph Convolutional Networks

Thomas Kipf, Max Welling · arXiv (Cornell University) · 2016 · 8.1K citations · Full text

Engineering, Machine Learning, Network Analysis +17

Inductive Representation Learning on Large Graphs

William L. Hamilton, Rex Ying, Jure Leskovec · arXiv (Cornell University) · 2017 · 4.5K citations · Full text

Low-dimensional Embeddings, Graph Representation Learning, Machine Learning +18

Collective Classification in Network Data

Prithviraj Sen, Galileo Namata, Mustafa Bilgic et al. · AI Magazine · 2008 · 3.2K citations · Full text

Graph Representation Learning, Machine Learning, Engineering +22