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Dynamic graphs
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Classroom Contents
Temporal Graph Networks - GNN Paper Explained
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- 1 Dynamic graphs
- 2 Suboptimal strategies
- 3 Terminology, temporal neighborhood
- 4 High-level overview of the system
- 5 We need to go deeper
- 6 Using temporal information to sample
- 7 Information leakage and the solution
- 8 Main modules explained
- 9 Memory staleness problem
- 10 Temporal graph attention
- 11 Vector representation of time
- 12 Batch size tradeoff
- 13 Results and ablation studies
- 14 Recap of the system
- 15 Some confusing parts
