Guosheng Cui

Publication Activity (10 Years)

Years Active: 2014-2024
Publications (10 Years): 13

Top Topics

Data Representation

Unlabeled Samples

Multi View Semi Supervised Learning

Subspace Clustering

Top Venues

ACM Trans. Intell. Syst. Technol.

IEEE Trans. Cybern.

Publications

Guosheng Cui, Ye Li, Jianzhong Li, Jianping Fan
Discriminatively Constrained Semi-Supervised Multi-View Nonnegative Matrix Factorization with Graph Regularization. Big Data Min. Anal. 7 (1) (2024)
Guosheng Cui, Ruxin Wang, Dan Wu, Ye Li
Semi-supervised Multi-view Clustering based on NMF with Fusion Regularization. ACM Trans. Knowl. Discov. Data 18 (6) (2024)
Tichao Wang, Fusheng Hao, Guosheng Cui, Fuxiang Wu, Mengjie Yang, Qieshi Zhang, Jun Cheng
Two-stage feature distribution rectification for few-shot point cloud semantic segmentation. Pattern Recognit. Lett. 177 (2024)
Hongyang Lei, Huazhen Huang, Bokai Yang, Guosheng Cui, Ruxin Wang, Dan Wu, Ye Li
TCSA: A Text-Guided Cross-View Medical Semantic Alignment Framework for Adaptive Multi-view Visual Representation Learning. ISBRA (2023)
Guosheng Cui, Ruxin Wang, Dan Wu, Ye Li
Incomplete Multiview Clustering Using Normalizing Alignment Strategy With Graph Regularization. IEEE Trans. Knowl. Data Eng. 35 (8) (2023)
Dan Wu, Guosheng Cui, Xiaoxiang Huang, Yining Chen, Guanzheng Liu, Lijie Ren, Ye Li
An accurate and explainable ensemble learning method for carotid plaque prediction in an asymptomatic population. Comput. Methods Programs Biomed. 221 (2022)
Guosheng Cui, Ye Li
Nonredundancy regularization based nonnegative matrix factorization with manifold learning for multiview data representation. Inf. Fusion 82 (2022)
Guosheng Cui, Ruxin Wang, Dan Wu, Ye Li
Discriminatively Constrained Semi-supervised Multi-view Nonnegative Matrix Factorization with Graph Regularization. CoRR (2020)
Xiaoxiang Huang, Guosheng Cui, Dan Wu, Ye Li
A Semi-supervised Approach for Early Identifying the Abnormal Carotid Arteries Using a Modified Variational Autoencoder. BIBM (2020)
Guosheng Cui, Xuelong Li, Yongsheng Dong
Subspace clustering guided convex nonnegative matrix factorization. Neurocomputing 292 (2018)
Xuelong Li, Guosheng Cui, Yongsheng Dong
Discriminative and Orthogonal Subspace Constraints-Based Nonnegative Matrix Factorization. ACM Trans. Intell. Syst. Technol. 9 (6) (2018)
Xuelong Li, Guosheng Cui, Yongsheng Dong
Refined-Graph Regularization-Based Nonnegative Matrix Factorization. ACM Trans. Intell. Syst. Technol. 9 (1) (2017)
Xuelong Li, Guosheng Cui, Yongsheng Dong
Graph Regularized Non-Negative Low-Rank Matrix Factorization for Image Clustering. IEEE Trans. Cybern. 47 (11) (2017)
Guosheng Cui, Qi Wang, Yuan Yuan
Vehicle Detection Based on Semantic Component Analysis. ICIMCS (2014)