图学习资料梳理

1. 网址资料

• [https://towardsdatascience.com/how-to-do-deep-learning-on-graphs-with-graph-convolutional-networks-7d2250723780](How to do Deep Learning on Graphs with Graph Convolutional Networks 2018)

• Introduction to Graph Machine Learning https://huggingface.co/blog/intro-graphml

• Graph ML in 2023: The State of Affairs https://towardsdatascience.com/graph-ml-in-2023-the-state-of-affairs-1ba920cb9232

• TUTORIAL 6: BASICS OF GRAPH NEURAL NETWORKShttps://lightning.ai/docs/pytorch/stable/notebooks/course_UvA-DL/06-graph-neural-networks.html

papers

1. NODE-SELECT: A Graph Neural Network Based On A Selective Propagation Technique
2. Deep learning techniques for graph embedding at
   different scales
3. Revisiting Semi-Supervised Learning with Graph Embeddings
   4.GRAPH ATTENTION NETWORKS

books

1. PRAML
2. CCSW24
3. http://snap.stanford.edu/proj/embeddings-www/