Zhizhen Liu

GLISP: A Scalable GNN Learning System by Exploiting Inherent Structural Properties of Graphs

2024 · arXiv (Cornell University)

As a powerful tool for modeling graph data, Graph Neural Networks (GNNs) have received increasing attention in both academia and industry. Nevertheless, it is notoriously difficult to deploy GNNs on industrial scale graphs, due to …