Cross-view Graph Matching Guided Anchor Alignment for Incomplete Multi-view Clustering

Xingfeng Li, Yinghui Sun, Quansen Sun, Zhenwen Ren, Yuan Sun

Abstract: Highlights•We observe a significant Cross-view Anchor-level Misalignment (CAM) problem for multiview bipartite graph clustering.•We transform this tricky CAM problem to an easier cross-view cluster-level anchor alignment problem.•We propose a novel cross-view cluster-level anchor alignment framework to address the proposed CAM problem.•We employ the proposed CCAA framework to perform incomplete multi-view bipartite graph clustering.