| Paper | Code | Accuracy | ModelName | ReleaseDate |
|---|---|---|---|---|
| Transitivity-Preserving Graph Representation Learning for Bridging Local Connectivity and Role-based Similarity | ✓ Link | 56.92 ±6.36 | UGT | 2023-08-18 |
| Semi-Supervised Classification with Graph Convolutional Networks | ✓ Link | 46.0 | GCN_cheby (Kipf and Welling, 2017) | 2016-09-09 |
| DEMO-Net: Degree-specific Graph Neural Networks for Node and Graph Classification | ✓ Link | 45.9 | DEMO-Net(weight) | 2019-06-05 |
| Deeper Insights into Graph Convolutional Networks for Semi-Supervised Learning | ✓ Link | 44.3 | Intersection (Li et al., 2018) | 2018-01-22 |
| Graph Attention Networks | ✓ Link | 42.4 | GAT (Velickovic et al., 2018) | 2017-10-30 |
| Semi-Supervised Classification with Graph Convolutional Networks | ✓ Link | 37.1 | GCN (Kipf and Welling, 2017) | 2016-09-09 |
| Inductive Representation Learning on Large Graphs | ✓ Link | 27.2 | GraphSAGE (Hamilton et al., [2017a]) | 2017-06-07 |