Guosheng Cui

17 papers A 1Journal 12Unranked 4
YearRankTypeTitle / Venue / Authors
2025 J jnl
Layer-wise normalized deep incomplete multiview nonnegative matrix factorization.
Pattern Recognit.
Guosheng Cui, Dan Wu, Ye Li, Jianzhong Li
2024 J jnl
Discriminatively Constrained Semi-Supervised Multi-View Nonnegative Matrix Factorization with Graph Regularization.
Big Data Min. Anal.
Guosheng Cui, Ye Li, Jianzhong Li, Jianping Fan
2024 — conf
ECG-LLM: Leveraging Large Language Models for Low-Quality ECG Signal Restoration.
BIBM
Longfei Liu, Guosheng Cui, Cheng Wan, Dan Wu, Ye Li
2024 A conf
Fast label prediction based on shrunk anchor graph for semi-supervised incomplete multiview classification.
ICME
Guosheng Cui, Fusheng Hao, Dan Wu, Ye Li
2024 J jnl
Semi-supervised Multi-view Clustering based on NMF with Fusion Regularization.
ACM Trans. Knowl. Discov. Data
Guosheng Cui, Ruxin Wang, Dan Wu, Ye Li
2024 J jnl
Two-stage feature distribution rectification for few-shot point cloud semantic segmentation.
Pattern Recognit. Lett.
Tichao Wang, Fusheng Hao, Guosheng Cui, Fuxiang Wu, Mengjie Yang, Qieshi Zhang, Jun Cheng
2023 J jnl
Incomplete Multiview Clustering Using Normalizing Alignment Strategy With Graph Regularization.
IEEE Trans. Knowl. Data Eng.
Guosheng Cui, Ruxin Wang, Dan Wu, Ye Li
2023 — conf
TCSA: A Text-Guided Cross-View Medical Semantic Alignment Framework for Adaptive Multi-view Visual Representation Learning.
ISBRA
Hongyang Lei, Huazhen Huang, Bokai Yang, Guosheng Cui, Ruxin Wang, Dan Wu, Ye Li
2022 J jnl
An accurate and explainable ensemble learning method for carotid plaque prediction in an asymptomatic population.
Comput. Methods Programs Biomed.
Dan Wu, Guosheng Cui, Xiaoxiang Huang, Yining Chen, Guanzheng Liu, Lijie Ren, Ye Li
2022 J jnl
Nonredundancy regularization based nonnegative matrix factorization with manifold learning for multiview data representation.
Inf. Fusion
Guosheng Cui, Ye Li
2020 — conf
A Semi-supervised Approach for Early Identifying the Abnormal Carotid Arteries Using a Modified Variational Autoencoder.
BIBM
Xiaoxiang Huang, Guosheng Cui, Dan Wu, Ye Li
2020 J jnl
Discriminatively Constrained Semi-supervised Multi-view Nonnegative Matrix Factorization with Graph Regularization.
CoRR
Guosheng Cui, Ruxin Wang, Dan Wu, Ye Li
2018 J jnl
Discriminative and Orthogonal Subspace Constraints-Based Nonnegative Matrix Factorization.
ACM Trans. Intell. Syst. Technol.
Xuelong Li, Guosheng Cui, Yongsheng Dong
2018 J jnl
Subspace clustering guided convex nonnegative matrix factorization.
Neurocomputing
Guosheng Cui, Xuelong Li, Yongsheng Dong
2017 J jnl
Graph Regularized Non-Negative Low-Rank Matrix Factorization for Image Clustering.
IEEE Trans. Cybern.
Xuelong Li, Guosheng Cui, Yongsheng Dong
2017 J jnl
Refined-Graph Regularization-Based Nonnegative Matrix Factorization.
ACM Trans. Intell. Syst. Technol.
Xuelong Li, Guosheng Cui, Yongsheng Dong
2014 — conf
Vehicle Detection Based on Semantic Component Analysis.
ICIMCS
Guosheng Cui, Qi Wang, Yuan Yuan