Search Results for author: Man-Sheng Chen

Found 3 papers, 1 papers with code

Low-Rank Tensor Based Proximity Learning for Multi-View Clustering

1 code implementation IEEE Transactions on Knowledge and Data Engineering 2023 Man-Sheng Chen, Chang-Dong Wang, and Jian-Huang Lai

To deal with these problems, we propose a novel Low-rank Tensor Based Proximity Learning (LTBPL) approach for multi-view clustering, where multiple low-rank probability affinity matrices and consensus indicator graph reflecting the final performances are jointly studied in a unified framework.

Clustering graph construction

Dual Information Enhanced Multi-view Attributed Graph Clustering

no code implementations28 Nov 2022 Jia-Qi Lin, Man-Sheng Chen, Xi-Ran Zhu, Chang-Dong Wang, Haizhang Zhang

Specifically, the proposed method introduces the Specific Information Reconstruction (SIR) module to disentangle the explorations of the consensus and specific information from multiple views, which enables GCN to capture the more essential low-level representations.

Attribute Clustering +1

Adaptively-weighted Integral Space for Fast Multiview Clustering

no code implementations25 Aug 2022 Man-Sheng Chen, Tuo Liu, Chang-Dong Wang, Dong Huang, Jian-Huang Lai

In view of this, we propose an Adaptively-weighted Integral Space for Fast Multiview Clustering (AIMC) with nearly linear complexity.

Clustering Multiview Clustering

Cannot find the paper you are looking for? You can Submit a new open access paper.