Graph Contrastive Learning Meets Graph Meta Learning: A Unified Method for Few-shot Node Tasks

Keyphrases

• Unified Method 100%
• Few-shot 100%
• Graph Contrastive Learning 100%
• Graph Meta-learning 100%
• Few-shot Node Classification 100%
• Contrastive Learning 66%
• Meta-learning 66%
• Meta-task 66%
• Risk Reduction 33%
• Overfitting 33%
• Popular 33%
• Graph Neural Network 33%
• Label Information 33%
• Comprehensive Utilization 33%
• Graph Power 33%
• Graph Representation Learning 33%
• Graph Augmentation 33%
• Meta-learning Paradigm 33%
• Similar Nodes 33%
• Augmented Graph 33%
• Meta-learning Strategy 33%
• Few-shot Task 33%
• Node Classification Task 33%

Computer Science

• Graph Contrastive Learning 100%
• Meta-Learning 100%
• Unified Method 100%
• Node Classification 60%
• Contrastive Learning 40%
• Classification Task 20%
• Fundamental Problem 20%
• Graph Neural Network 20%
• New-State 20%
• Graph Representation Learning 20%