Graph Representation Learning
Graph Neural Network
Introduced by Zhou et al. in Graph Neural Networks: A Review of Methods and ApplicationsPapers
| Paper | Code | Results | Date | Stars |
|---|
Tasks
| Task | Papers | Share |
|---|---|---|
| Graph Neural Network | 480 | 42.59% |
| Node Classification | 39 | 3.46% |
| Graph Learning | 34 | 3.02% |
| Recommendation Systems | 26 | 2.31% |
| Link Prediction | 25 | 2.22% |
| Graph Classification | 18 | 1.60% |
| Graph Attention | 15 | 1.33% |
| Management | 15 | 1.33% |
| Property Prediction | 14 | 1.24% |
Usage Over Time
Components
| Component | Type |
|
|---|---|---|
| 🤖 No Components Found | You can add them if they exist; e.g. Mask R-CNN uses RoIAlign |
