Vehicle Detection Based on Semantic Component Analysis. - Guosheng Cui; Qi Wang 009; Yuan Yuan 001 (ICIMCS, 2014)

Graph Regularized Non-Negative Low-Rank Matrix Factorization for Image Clustering. - Xuelong Li 001; Guosheng Cui; Yongsheng Dong (IEEE Trans. Cybern., 2017)

Refined-Graph Regularization-Based Nonnegative Matrix Factorization. - Xuelong Li 001; Guosheng Cui; Yongsheng Dong (ACM Trans. Intell. Syst. Technol., 2017)

Subspace clustering guided convex nonnegative matrix factorization. - Guosheng Cui; Xuelong Li 001; Yongsheng Dong (Neurocomputing, 2018)

Discriminative and Orthogonal Subspace Constraints-Based Nonnegative Matrix Factorization. - Xuelong Li 001; Guosheng Cui; Yongsheng Dong (ACM Trans. Intell. Syst. Technol., 2018)

A Semi-supervised Approach for Early Identifying the Abnormal Carotid Arteries Using a Modified Variational Autoencoder. - Xiaoxiang Huang; Guosheng Cui; Dan Wu 002; Ye Li 002 (BIBM, 2020)

Discriminatively Constrained Semi-supervised Multi-view Nonnegative Matrix Factorization with Graph Regularization. - Guosheng Cui; Ruxin Wang 001; Dan Wu 002; Ye Li 002 (CoRR, 2020)

An accurate and explainable ensemble learning method for carotid plaque prediction in an asymptomatic population. - Dan Wu 002; Guosheng Cui; Xiaoxiang Huang; Yining Chen; Guanzheng Liu; Lijie Ren; Ye Li 002 (Comput. Methods Programs Biomed., 2022)

Nonredundancy regularization based nonnegative matrix factorization with manifold learning for multiview data representation. - Guosheng Cui; Ye Li 002 (Inf. Fusion, 2022)

TCSA: A Text-Guided Cross-View Medical Semantic Alignment Framework for Adaptive Multi-view Visual Representation Learning. - Hongyang Lei; Huazhen Huang; Bokai Yang; Guosheng Cui; Ruxin Wang 001; Dan Wu 002; Ye Li 002 (ISBRA, 2023)

Incomplete Multiview Clustering Using Normalizing Alignment Strategy With Graph Regularization. - Guosheng Cui; Ruxin Wang 001; Dan Wu 002; Ye Li 002 (IEEE Trans. Knowl. Data Eng., 2023)

ECG-LLM: Leveraging Large Language Models for Low-Quality ECG Signal Restoration. - Longfei Liu; Guosheng Cui; Cheng Wan; Dan Wu; Ye Li (BIBM, 2024)

Fast label prediction based on shrunk anchor graph for semi-supervised incomplete multiview classification. - Guosheng Cui; Fusheng Hao; Dan Wu; Ye Li (ICME, 2024)

Discriminatively Constrained Semi-Supervised Multi-View Nonnegative Matrix Factorization with Graph Regularization. - Guosheng Cui; Ye Li 002; Jianzhong Li 001; Jianping Fan 002 (Big Data Min. Anal., 2024)

Two-stage feature distribution rectification for few-shot point cloud semantic segmentation. - Tichao Wang; Fusheng Hao; Guosheng Cui; Fuxiang Wu; Mengjie Yang; Qieshi Zhang; Jun Cheng 002 (Pattern Recognit. Lett., 2024)

Semi-supervised Multi-view Clustering based on NMF with Fusion Regularization. - Guosheng Cui; Ruxin Wang 001; Dan Wu 002; Ye Li 002 (ACM Trans. Knowl. Discov. Data, 2024)

Layer-wise normalized deep incomplete multiview nonnegative matrix factorization. - Guosheng Cui; Dan Wu; Ye Li; Jianzhong Li (Pattern Recognit., 2025)