A class-aware representation refinement framework for graph classification

• Main Authors: Xu, Jiaxing, Ni, Jinjie, Ke, Yiping
• 其他作者: College of Computing and Data Science
• 格式: Article
• 語言: English
• 出版: 2024
• 主題: Computer and Information Science; Graph neural network; Representation learning; Graph classification
• 在線閱讀: https://hdl.handle.net/10356/180546

Graph Neural Networks (GNNs) are widely used for graph representation learning. Despite its prevalence, GNN suffers from two drawbacks in the graph classification task, the neglect of graph-level relationships, and the generalization issue. Each graph is treated separately in GNN message passing/gra...