Learning Augmentation for GNNs with Consistency Regularization

Keyphrases

• Graph Neural Network 100%
• Learning Augmentation 100%
• Consistency Regularization 100%
• Labeled Data 25%
• Augmentor 25%
• Topological Information 12%
• Benchmark Dataset 12%
• Superior Performance 12%
• Network Loss 12%
• Unseen 12%
• Learning Problems 12%
• Unlabeled Data 12%
• Information Control 12%
• Automatically Control 12%
• Neural Network Prediction 12%
• Graph Convolutional Network 12%
• Meta-learning 12%
• Node Classification 12%

Computer Science

• Regularization 100%
• Graph Neural Network 100%
• Superior Performance 12%
• Learning Problem 12%
• Unlabeled Data 12%
• Graph Convolutional Network 12%
• Node Classification 12%
• Meta-Learning 12%