Huang, Shenyang

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

2025 · arXiv (Cornell University)

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 networks, recommendation systems, and transportation, among other domains. …