Beyond localized graph neural networks: An attributed motif regularization framework

Keyphrases

• Regularization Framework 100%
• Graph Neural Network 100%
• Structural Role 40%
• Popular 20%
• Node-based Approach 20%
• Learning Process 20%
• Learning Framework 20%
• Three-state 20%
• Distributional Hypothesis 20%
• Learning Task 20%
• Network Motifs 20%
• Underlying Graph 20%
• Message Passing 20%
• Arbitrary Graphs 20%
• K-hop 20%
• Network Localization 20%
• Node Representation 20%
• Training Curriculum 20%
• Network Proximity 20%
• Local Neighborhood Structure 20%
• Mutual Information Maximization 20%
• Regularized Learning 20%
• Sparse Training 20%

Computer Science

• Regularization 100%
• Graph Neural Network 100%
• Mutual Information 20%
• Local Neighborhood 20%
• Learning Process 20%
• Message Passing 20%
• Learning Framework 20%
• Neighborhood Structure 20%