Summary of famous graph neural network models (in PyG)¶

MLP¶

GCN¶

GraphSage¶

GIN:¶

GAT: Graph Attention¶

PNA: Principal Neighbourhood Aggregation¶

https://zhuanlan.zhihu.com/p/348226892

DGCNN: Dynamic Graph CNN for Learning on Point Clouds¶

Representation Learning on Graphs with Jumping Knowledge Networks¶

https://zhuanlan.zhihu.com/p/429988670

Relational Inductive Biases, Deep Learning, and Graph Networks¶

Node2Vec¶

https://zhuanlan.zhihu.com/p/85927078