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Guosheng Cui
ORCID
Publication Activity (10 Years)
Years Active: 2014-2024
Publications (10 Years): 11
Top Topics
Nonnegative Matrix Factorization
Ensemble Learning
Subspace Clustering
Data Representation
Top Venues
ACM Trans. Intell. Syst. Technol.
IEEE Trans. Cybern.
CoRR
BIBM
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Publications
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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)