| Paper | Code | Accuracy | ModelName | ReleaseDate |
|---|---|---|---|---|
| Transitivity-Preserving Graph Representation Learning for Bridging Local Connectivity and Role-based Similarity | ✓ Link | 0.8 ± 0.05 | UGT | 2023-08-18 |
| DEMO-Net: Degree-specific Graph Neural Networks for Node and Graph Classification | ✓ Link | 0.543 ± 0.034 | DEMO-Net(weight) | 2019-06-05 |
| Semi-Supervised Classification with Graph Convolutional Networks | ✓ Link | 0.516 | GCN_cheby (Kipf and Welling, 2017) | 2016-09-09 |
| Deeper Insights into Graph Convolutional Networks for Semi-Supervised Learning | ✓ Link | 0.466 | Union (Li et al., 2018) | 2018-01-22 |
| Deeper Insights into Graph Convolutional Networks for Semi-Supervised Learning | ✓ Link | 0.459 | Intersection (Li et al., 2018) | 2018-01-22 |
| Inductive Representation Learning on Large Graphs | ✓ Link | 0.404 | GraphSAGE (Hamilton et al., [2017a]) | 2017-06-07 |
| Graph Attention Networks | ✓ Link | 0.382 | GAT (Velickovic et al., 2018) | 2017-10-30 |