Ningyi Liao

Advances in Designing Scalable Graph Neural Networks: The Perspective of Graph Data Management

2025

Graph Neural Network (GNN) is a successful marriage of graph data management and deep learning, leading to notable improvements in learning quality over graphs. This advancement highly impacts graph-based applications in many areas, including computer …