Towards Faithful and Consistent Explanations for Graph Neural Networks

Keyphrases

• Graph Neural Network 100%
• Confounding Effect 33%
• Latent Variables 16%
• High-dimensional Space 16%
• Causal Factors 16%
• Alignment Algorithm 16%
• Existing Techniques 16%
• Distribution Shift 16%
• Inductive Bias 16%
• Internal Representation 16%
• Instance-level 16%
• Shift Factor 16%
• Potential Shift 16%
• Level Diagrams 16%

Computer Science

• Graph Neural Network 100%
• Subgraphs 33%
• Internal Representation 16%
• Instance Level 16%
• High Dimensional Space 16%
• Causal Factor 16%

Psychology

• Neural Network 100%