A Topology-aware Graph Coarsening Framework for Continual Graph Learning

no code implementations • 5 Jan 2024 • Xiaoxue Han, Zhuo Feng, Yue Ning

Continual learning on graphs tackles the problem of training a graph neural network (GNN) where graph data arrive in a streaming fashion and the model tends to forget knowledge from previous tasks when updating with new data.

Continual Learning Graph Learning