Advanced Graph Neural Networks
Topics
Description: This cluster of papers focuses on the development, applications, and techniques related to Graph Neural Networks (GNNs) and their variants. It covers topics such as knowledge graph embedding, represen... more
Related topics (siblings) Advanced Clustering Algorithms Research, Advanced Computational Techniques and Applications, Advanced Software Engineering Methodologies, Advanced Technologies in Various Fields, Advanced Text Analysis Techniques +71 more
Subfield (parent): Artificial Intelligence
Field: Computer Science
Domain: Physical Sciences
Works count: 24,300
Citations count: 435,400
Semi-Supervised Classification with Graph Convolutional Networks
2016 · Thomas Kipf, Max Welling · arXiv (Cornell University)
Graph Attention Networks
2017 · Petar Veličković, Guillem Cucurull, et al. · arXiv (Cornell University)
Convolutional Neural Networks on Graphs with Fast Localized Spectral Filtering
2016 · Michaël Defferrard, Xavier Bresson, et al. · arXiv (Cornell University)