Edge-free but Structure-aware: Prototype-Guided Knowledge Distillation from GNNs to MLPs

Taiqiang Wu, Zhe Zhao, Jiahao Wang +4

Distilling high-accuracy Graph Neural Networks (GNNs) to low-latency multilayer perceptions (MLPs) on graph tasks has become a hot research topic. However, conventional MLP learnin…