GNN Datasets and Implementations

Citation Networks:

• PubMed
• Cora
• Citeseer
• DBLP

Biochemical:

• MUTAG
• NCI-1
• PPI
• D&D
• PROTEIN

Social Networks:

• Reddit
• BlogCatalog

Knowledge Graphs:

• FB13
• FB15K
• FB15K237
• WN11
• WN18
• WN18RR

Repos:

• Network Repository
• Graph Kernel Datasets
• Relational Dataset Repository
• Stanford Large Network Dataset Collection
• Open Graph Benchmark

Implementations:

• PyTorch Geometric
• Deep Graph Library
• AliGraph
• GraphVite
• Paddle Graph Library
• Euler
• Plato
• CogDL

GNN Models:

• GGNN
• Neural FPs
• ChebNet
• DNGR
• SDNE
• GAE
• DRNE
• Structured RNN
• DCNN
• GCN
• CayleyNet
• GraphSage
• GAT
• CLN
• ECC
• MPNN
• MoNet
• JK-Net
• SSE
• LGCN
• FastGCN
• DiffPool
• GraphRNN
• MolGAN
• NetGAN
• DCRNN
• ST-GCN
• RGCN
• AS-GCN
• DGCN
• GaAN
• DGI
• GraphWaveNet
• HAN

GNN Papers