Seminar 06 - Graph Embeddings

[Video 6] - https://youtu.be/SHzqTGc8_h8 - The drop of water

Node Classification

• What is Cora?
• The Annotated GAT (Cora) colab, github, объяснение youtube
• Stellargraph Cora colab

Other embeddings

Graph Embeddings Tutorial on VERSE and Convolutions

References

Petar Velicovic official GAT page

• Graphs - Lecture 7 - Embeddings * NodeSketch: Highly-Efficient Graph Embeddings via Recursive Sketching. Yang et al., KDD 2019,

Must-read papers on GNN Graph-based Deep Learning Literature

Видеогайд Understanding Graph Attention Networks youtube Лекция про Graph Node Embedding Algorithms от Лесковица youtube 2019, youtube 2021

Еще один неплохой доклад от Michael Bronstein youtube Intro to graph neural networks от Petar Veličković youtube

Какой то индус https://www.youtube.com/watch?v=SnLOed2MtiQ