Adaptive hypergraph structure regularized semi-supervised non-negative matrix factorization for image clustering. - Xiaowan Ren; Youlong Yang (Neurocomputing, 2025)

Semi-supervised symmetric non-negative matrix factorization with graph quality improvement and constraints. - Xiaowan Ren; Youlong Yang (Appl. Intell., 2025)