Lifelong Learning of Graph Neural Networks for Open-World Node Classification

Lukas Galke, Benedikt Franke, Tobias Zielke +1

Graph neural networks (GNNs) have emerged as the standard method for numerous tasks on graph-structured data such as node classification. However, real-world graphs are often evolv…