GEAR: Learning graph neural network explainer via adjusting gradients

Keyphrases

• Graph Neural Network 100%
• Learning on Graphs 100%
• Adjuster 60%
• Multi-objective Function 40%
• Potential Conflict 20%
• Sparsity 20%
• Suboptimal Solutions 20%
• Counterfactual Thinking 20%
• High Stakes 20%
• Geometric Perspective 20%
• Dominant Gradients 20%
• Angle Threshold 20%
• Gradient Threshold 20%

Computer Science

• Graph Neural Network 100%
• Objective Function 40%
• Sparsity 20%
• Multiple Perspective 20%
• Counterfactual Reasoning 20%
• Potential Conflict 20%

Chemical Engineering

• Neural Network 100%