Condensation-Concatenation Framework for Dynamic Graph Continual Learning

Tingxu Yan, Ye Yuan

Dynamic graphs are prevalent in real-world scenarios, where continuous structural changes induce catastrophic forgetting in graph neural networks (GNNs). While continual learning h…