Graph Neural Networks for Tabular Data Learning: A Survey with Taxonomy and Directions

Cheng-Te Li, Yu-Che Tsai, Chih-Yao Chen +1

In this survey, we dive into Tabular Data Learning (TDL) using Graph Neural Networks (GNNs), a domain where deep learning-based approaches have increasingly shown superior performa…