BLISS: Bandit Layer Importance Sampling Strategy for Efficient Training of Graph Neural Networks

Omar Alsaqa, Linh Thi Hoang, Muhammed Fatih Balin

Graph Neural Networks (GNNs) are powerful tools for learning from graph-structured data, but their application to large graphs is hindered by computational costs. The need to proce…