Chasing Label Shifters: A Change-Aware Framework for Dynamic Graph Node Classification.

arXiv:2610.17582v1 Announce Type: cross Abstract: Entities in real-world systems often evolve over time: users shift between information consumption patterns, researchers migrate between fields, and firms transition between financial risk states. When such sys