Exploring Concept Subspace for Self-explainable Text-Attributed Graph Learning
arXiv:2604.11986v1 Announce Type: new
Abstract: We introduce Graph Concept Bottleneck (GCB) as a new paradigm for self-explainable text-attributed graph learning. GCB maps graphs into a subspace, concept bottleneck, where each concept is a meaningful …