(Deep) Machine Learning on Graphs

This page provides some useful resources about (deep) machine learning on Graphs.


  • The First International Workshop on Deep Learning on Graphs: Methodologies and Applications (DLGMA’20) [In Conjunction with AAAI 2020] — website

  • ICCV 2019 Workshop: Scene Graph Representation and Learning (website, PDF if the workshop site is not retrievable)



  • Hamilton, W. L., Ying, R., & Leskovec, J. (2017). Representation learning on graphs: Methods and applications. arXiv preprint arXiv:1709.05584. (PDF link)
  • Zhang, Z., Cui, P., & Zhu, W. (2018). Deep learning on graphs: A surveyarXiv preprint arXiv:1812.04202. (PDF link)

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