Towards Effective Open-set Graph Class-incremental Learning

Jiazhen Chen, Zheng Ma, Sichao Fu +3

Graph class-incremental learning (GCIL) allows graph neural networks (GNNs) to adapt to evolving graph analytical tasks by incrementally learning new class knowledge while retainin…