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 |
|---|---|---|
| Node Classification | 37 | 5.79% |
| Graph Learning | 34 | 5.32% |
| Link Prediction | 22 | 3.44% |
| Recommendation Systems | 22 | 3.44% |
| Graph Attention | 16 | 2.50% |
| Graph Classification | 15 | 2.35% |
| Language Modelling | 15 | 2.35% |
| Management | 14 | 2.19% |
| Property Prediction | 13 | 2.03% |
Usage Over Time
Components
| Component | Type |
|
|---|---|---|
| 🤖 No Components Found | You can add them if they exist; e.g. Mask R-CNN uses RoIAlign |
