Enhancing Size Generalization in Graph Neural Networks through Disentangled Representation Learning

Zheng Huang, Qihui Yang, Dawei Zhou +1

Although most graph neural networks (GNNs) can operate on graphs of any size, their classification performance often declines on graphs larger than those encountered during trainin…