Graph Models
The Graph Methods include neural network architectures for learning on graphs with prior structure information, popularly called as Graph Neural Networks (GNNs).
| METHOD | YEAR | PAPERS | |
|---|---|---|---|
GCN
|
2016 | 323 | |
GAT
|
2017 | 38 | |
MPNN
|
2017 | 13 | |
SchNet
|
2017 | 10 | |
GGNN
|
2015 | 7 | |
RGCN
|
2017 | 6 | |
Graph Transformer
|
2020 | 2 | |
|
RE-NET
|
2019 | 2 | |
Symbolic Deep Learning
|
2020 | 1 | |
HMGNN
|
2020 | 1 | |
CGNN
|
2019 | 1 | |
MXMNet
|
2020 | 1 |