Renxiang Guan

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

Multi-view clustering has garnered significant attention for its ability to integrate heterogeneous data and uncover underlying categorical structures. However, prevailing autoencoder-based methods often yield indiscriminative embeddings, rendering them prone to trivial solutions. While diffusion models have shown prom...

SFKH-GC: Harnessing the Power of Full-Neighborhoods Information for Large-Scale Attributed-Graph Learning