links to conference publications in graph-based deep learning
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5,098
7,843 commits
updated Jun 7, 2026
README
Graph-based Deep Learning Literature
The repository primarily contains links to conference publications in graph-based deep learning.
The repository also contains links to:
Publications within each conference and year below are organised into topic-specific categories.
-
Machine Learning Conferences
-
Data Mining Conferences
-
Artificial Intelligence Conferences
-
Computer Vision 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
conference-publications
deep-learning
graph
graph-convolutional-networks
graph-neural-networks
graph-representation-learning
neural-networks
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Jupyter Notebook
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links to conference publications in graph-based deep learning
Jupyter Notebook
5,098
7,843 commits
updated Jun 7, 2026
README
Graph-based Deep Learning Literature
The repository primarily contains links to conference publications in graph-based deep learning.
The repository also contains links to:
Publications within each conference and year below are organised into topic-specific categories.
-
Machine Learning Conferences
-
Data Mining Conferences
-
Artificial Intelligence Conferences
-
Computer Vision 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
conference-publications
deep-learning
graph
graph-convolutional-networks
graph-neural-networks
graph-representation-learning
neural-networks
Similar repos
Contributors
Languages
Jupyter Notebook
100.0%