1 code implementation • 4 Jan 2024 • Cheng-Te Li, Yu-Che Tsai, Chih-Yao Chen, Jay Chiehen Liao
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 methods.
no code implementations • 25 May 2023 • Jay Chiehen Liao, Cheng-Te Li
This work presents a novel approach to tabular data prediction leveraging graph structure learning and graph neural networks.