DeepGraphLearning / graphvite

GraphVite: A General and High-performance Graph Embedding System
https://graphvite.io
Apache License 2.0
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Is network augmentation necessary? #105

Open YijianLiu opened 1 year ago

YijianLiu commented 1 year ago

Thanks for your work!
On your paper, you say "Overall, the computation procedures of these node embedding methods can be divided into two stages: network augmentation and embedding training", But I have read papers of Node Embedding and Knowledge Graph Embedding. And I can't see that they all use network augmentation, whether is network augmentation just your own ideas before embedding training? Or whether you provide me material to prove that "Overall, the computation procedures of these node embedding methods can be divided into two stages: network augmentation and embedding training"