Jay Chiehen Liao

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

2024 · arXiv (Cornell University)

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 performance in both classification and regression tasks compared to traditional …