Link Prediction with Contextualized Self-Supervision

Keyphrases

• Ablation Study 14%
• Attribute Noise 28%
• Attributed Networks 14%
• Benchmark Network 14%
• Competitive Performance 14%
• Context Prediction 28%
• Dynamic Change 14%
• Encoder 14%
• Existence Probability 14%
• Graph Network 14%
• Inductive Link Prediction 14%
• Inductive Setting 14%
• Large-scale Networks 14%
• Learning Framework 42%
• Learning Task 28%
• Link Prediction 100%
• Link Prediction Algorithm 28%
• Node Attributes 42%
• Node Embedding 28%
• Performance Prediction 14%
• Random Walk 14%
• Real-world Benchmark 14%
• Self-supervised Learning 100%
• Self-supervision 100%
• Sparsity 14%
• Structural Context 42%
• Superior Performance 14%
• Transductive 28%

Computer Science

• Inductive Link 11%
• Learning Framework 33%
• Link Prediction 100%
• Node Embedding 22%
• Prediction Performance 11%
• Random Walk 11%
• Self-Supervised Learning 77%
• Sparsity 11%
• Structural Context 33%
• Subgraphs 11%
• Superior Performance 11%