Graph-based Deep Learning Literature
The repository contains links primarily to conference publications in graph-based deep learning. The repository contains links also to
The links to conference publications are arranged in the reverse chronological order of conference dates from the conferences below (and also arranged year-wise for each conference).
-
Machine Learning Conferences
-
Computer Vision Conferences
-
Data Mining Conferences
-
Artificial Intelligence Conferences
-
Computational Linguistics Conferences
Top 10 Most Cited Publications (on Graph Neural Networks)
- Semi-Supervised Classification with Graph Convolutional Networks
- Graph Attention Networks
- Inductive Representation Learning on Large Graphs
- Convolutional Neural Networks on Graphs with Fast Localized Spectral Filtering
- The Graph Neural Network Model
- A Comprehensive Survey on Graph Neural Networks
- Neural Message Passing for Quantum Chemistry
- Spectral Networks and Locally Connected Networks on Graphs
- How Powerful are Graph Neural Networks?
- Convolutional Networks on Graphs for Learning Molecular Fingerprints