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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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