Lifelong Learning on Evolving Graphs Under the Constraints of Imbalanced Classes and New Classes

Lukas Galke, Iacopo Vagliano, Benedikt Franke +3

Lifelong graph learning deals with the problem of continually adapting graph neural network (GNN) models to changes in evolving graphs. We address two critical challenges of lifelo…