Generalized Few-Shot Node Classification

Keyphrases

• Accuracy Improvement 33%
• Adaptive Propagation 33%
• Asymmetric Classification 33%
• Augmentation Learning 33%
• Class Distribution 33%
• Data Augmentation 33%
• Episodic Training 33%
• Experiment Results 33%
• Few-shot 100%
• Few-shot Learning 66%
• Graph Neural Network 33%
• Graph Structure 33%
• Label Distribution 33%
• Learning Perspective 33%
• Learning Problems 33%
• Learning Scenario 33%
• Long Tail 33%
• Meta-learning 33%
• Node Classification 100%
• Novel Class 66%
• Real-world Application 33%
• Real-world Graphs 33%
• Real-world Problems 33%
• Test Node 33%
• Training Paradigm 33%

Computer Science

• Base Class 33%
• Class Distribution 33%
• Data Augmentation 33%
• Few-Shot Learning 66%
• Graph Neural Network 33%
• Label Distribution 33%
• Learning Problem 33%
• Meta-Learning 33%
• Node Classification 100%
• World Application 33%