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Yawen Ling

2 accepted papers

2024

Homophily-Related: Adaptive Hybrid Graph Filter for Multi-View Graph Clustering

AAAI 2024technical

Recently there is a growing focus on graph data, and multi-view graph clustering has become a popular area of research interest. Most of the existing methods are only applicable to homophilous graphs, yet the extensive real-world graph data can hardly fulfill the homophily assumption, where the conn…

Cited by 15SourcePDFScholar
2023

Dual Label-Guided Graph Refinement for Multi-View Graph Clustering

AAAI 2023technical

With the increase of multi-view graph data, multi-view graph clustering (MVGC) that can discover the hidden clusters without label supervision has attracted growing attention from researchers. Existing MVGC methods are often sensitive to the given graphs, especially influenced by the low quality gra…