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Author

Ren-Da Han

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Conference Open access Sep 2026

SCD-MVC: Stable Conditional Diffusion for Multi-view Clustering

SCD-MVC is proposed, a Stable Conditional Diffusion-driven framework for Multi-View Clustering that integrates conditional diffusion generation into the latent encoder to generate a target view conditioned on the remaining views, thereby facilitating robust joint distribution modeling.

Jinlin Ma, Chen-Kai Guo, Ren-Da Han et al. · 0 citations
#machine learning Preprint Sep 2026

Robust Graph Clustering Network for Multiple Missing Data

RGCN introduces a view-decoupled dual-branch imputation to mitigate interference and enable mutual enhancement in recovering missing data, and employs a multi-hyperspherical mixture prior to enhance intra-cluster compactness and inter-cluster separability on a directional latent manifold.

Ke-Yuan Qiu, Ren-Da Han, Zhen Tang et al. · 0 citations

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