MASK: Minority-aware Semantic Alignment via Knowledge Enhancement for Long-tailed Graph Clustering
Text-attributed graph (TAG) clustering seeks to identify node groups by jointly exploiting the semantic information encoded in textual attributes and the structural information captured by graph connectivity. Despite significant progress, their performance often becomes less satisfactory under long-tailed distributions...