SSHPool: The Separated Subgraph-based Hierarchical Pooling

no code implementations • 24 Mar 2024 • Zhuo Xu, Lixin Cui, Yue Wang, Hangyuan Du, Lu Bai, Edwin R. Hancock

To this end, we commence by assigning the nodes of a sample graph into different clusters, resulting in a family of separated subgraphs.

Graph Classification

AKBR: Learning Adaptive Kernel-based Representations for Graph Classification

no code implementations • 24 Mar 2024 • Feifei Qian, Lixin Cui, Yue Wang, Hangyuan Du, Lu Bai, Edwin R. Hancock

In this paper, we propose a new model to learn Adaptive Kernel-based Representations (AKBR) for graph classification.

Graph Classification Representation Learning