Instance-Prototype Affinity Learning for Non-Exemplar Continual Graph Learning

Lei Song, Jiaxing Li, Shihan Guan +1

Graph Neural Networks (GNN) endure catastrophic forgetting, undermining their capacity to preserve previously acquired knowledge amid the assimilation of novel information. Rehears…