Graph representation learning
8 methods in the atlas attack this one problem. They are rivals: each wins something the others do not.
Phrasings that mean this problem
Graph representation learningNode classificationInductive graph learningGraph learningNode embeddings
deep-learning
- Graph neural networkMessage passingcanondeep-learning
- Graph convolutional networkSpectral neighborhood aggregationstandarddeep-learning
- GraphSAGESampled neighbor aggregationstandarddeep-learning
- Graph attention networkAttention-weighted neighborsstandarddeep-learning
network-science
- DeepWalkRandom-walk skip-gramcanonnetwork-science
- node2vecBiased random walkscanonnetwork-science
- LINEFirst and second-order proximitystandardnetwork-science
- struc2vecStructural-role walksspecialistnetwork-science