On the Limitation and Experience Replay for GNNs in Continual Learning

Junwei Su, Difan Zou, Chuan Wu

Continual learning seeks to empower models to progressively acquire information from a sequence of tasks. This approach is crucial for many real-world systems, which are dynamic an…