Auto-HeG: Automated Graph Neural Network on Heterophilic Graphs

Keyphrases

• Graph Neural Network 100%
• Heterophilic Graphs 100%
• Heterophily 60%
• Graph Neural Architecture Search 40%
• Search Space 30%
• Supernet 30%
• Architecture Selection 20%
• Graph Learning 20%
• Learnability 10%
• Search Model 10%
• Search Strategy 10%
• Neural Network Architecture 10%
• Neural Network Model 10%
• Macro Level 10%
• Message Passing 10%
• Training Strategy 10%
• Search Methods 10%
• Real-world Application 10%
• Neural Architecture Search 10%
• Leave-one-out 10%
• Human Effort 10%
• Graph Properties 10%
• Level Design 10%
• Homophily 10%
• Heterophil 10%
• Distance Criterion 10%
• Neural Search 10%
• Search Space Design 10%

Engineering

• Search Space 100%
• Joints (Structural Components) 33%
• Illustrates 33%
• Neural Network Architecture 33%
• Microlevel 33%
• Real World Application 33%
• Search Method 33%
• Network Model 33%
• Macro Level 33%
• Search Strategies 33%
• Specific Search Space 33%

Computer Science

• Graph Neural Network 100%
• Neural Architecture Search 71%
• Search Space 57%
• Neural Network Architecture 14%
• Neural Network Model 14%
• Message Passing 14%
• World Application 14%
• Learning Ability 14%
• Search Strategies 14%