Joseph Zuber

Enhanced Soups for Graph Neural Networks

2025 · arXiv (Cornell University)

Graph Neural Networks (GNN) have demonstrated state-of-the-art performance in numerous scientific and high-performance computing (HPC) applications. Recent work suggests that "souping" (combining) individually trained GNNs into a single model can improve performance without increasing compute …