Dongjin Song

Hierarchical Prototype Networks for Continual Graph Representation Learning

2022 · IEEE Transactions on Pattern Analysis and Machine Intelligence

Despite significant advances in graph representation learning, little attention has been paid to the more practical continual learning scenario in which new categories of nodes (e.g., new research areas in citation networks, or new types …