Relational Deep Learning: Challenges, Foundations and Next-Generation Architectures

Vijay Prakash Dwivedi, Charilaos Kanatsoulis, Shenyang Huang +1

Graph machine learning has led to a significant increase in the capabilities of models that learn on arbitrary graph-structured data and has been applied to molecules, social netwo…