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Formal Setting of Dynamic Link Prediction
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Classroom Contents
HOT: Higher-Order Dynamic Graph Representation Learning with Efficient Transformers
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- 1 Introduction: Link Prediction
- 2 Introduction: Higher-Order Graph Structures
- 3 Higher-Order Enhanced Pipeline
- 4 Temporal Higher-Order Structures
- 5 Formal Setting of Dynamic Link Prediction
- 6 Model Architecture: Encoding Higher-Order Structures
- 7 Model Architecture: Patching, Alignment and Concatenation
- 8 Model Architecture: Block Recurrent Transformer
- 9 Evaluation
