Graph Neural Networks: Foundations, Frontiers, and Applications

Lingfei Wu, Peng Cui, Jian Pei, Liang Zhao · 2022

2026-03-20 · ·

2026 · technical · graph-neural-networks machine-learning deep-learning artificial-intelligence

Graph Neural Networks: Foundations, Frontiers, and Applications cover — Cover of *Graph Neural Networks: Foundations, Frontiers, and Applications*

This multi-author volume is like having a survey of the entire GNN landscape in one place. The chapters on industrial applications — fraud detection, drug discovery, traffic forecasting — show where GNNs are making real impact beyond academia.