Beyond Smoothing: Unsupervised Graph Representation Learning with Edge Heterophily Discriminating

Keyphrases

• Heterophily 100%
• Unsupervised Graph Representation Learning 100%
• Heterophil 75%
• Node Representation 50%
• Learning Methods 50%
• Homophily 50%
• Greetings 50%
• Benchmark Dataset 25%
• Structure Information 25%
• Training Phase 25%
• Representation Learning 25%
• Feature Information 25%
• Adversarial Attack 25%
• Ranking Loss 25%
• Learning Scenario 25%
• Analytic Task 25%
• Channel Encoding 25%
• Dual-channel 25%
• Graph Analytics 25%
• Widely-connected 25%
• Heterophilic Graphs 25%
• Multiple Learning 25%

Computer Science

• Graph Representation Learning 100%
• Discriminator 50%
• Representation Learning 25%
• Training Phase 25%
• Adversarial Machine Learning 25%
• Graph Analytics 25%