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