From Features to Structure: Task-Aware Graph Construction for Relational and Tabular Learning with GNNs

Tamara Cucumides, Floris Geerts

Tabular and relational data remain the most ubiquitous formats in real-world machine learning applications, spanning domains from finance to healthcare. Although both formats offer…