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Quanxue Gao

Xidian University

Xi'an Chang'an two hundred ten National Road

Xian

China

SCHOLARLY PAPERS

9

DOWNLOADS

509

TOTAL CITATIONS

5

Scholarly Papers (9)

1.

Fuzzy K-Means Clustering Without Cluster Centroids

Number of pages: 24 Posted: 22 Feb 2025
Quanxue Gao, Yichen Bao and Han Lu
Xidian University, affiliation not provided to SSRN and affiliation not provided to SSRN
Downloads 124 (580,653)

Abstract:

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Fuzzy K-Means, clustering, Manifold Learning

2.

Orthogonal Semi-Nonnegative Tensor Factorization Based Multi-View Clustering

Number of pages: 13 Posted: 26 Feb 2025
affiliation not provided to SSRN, Xidian University, affiliation not provided to SSRN, affiliation not provided to SSRN and Xidian University
Downloads 120 (600,462)
Citation 4

Abstract:

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Multi-View Clustering, Graph fusion, Sparse representation

3.

Deep Cross-Modal Subspace Clustering with Contrastive Neighbour Embedding

Number of pages: 10 Posted: 11 Aug 2023
Zihao Zhang, Qianqian Wang and Quanxue Gao
Xidian University, Xidian University and Xidian University
Downloads 88 (759,537)

Abstract:

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Cross-modal clustering, Contrastive Learning, Consistent learning

4.

Joint Feature Selection and Optimal Bipartite Graph Learning for Subspace Clustering

Number of pages: 12 Posted: 30 Jan 2023
Shikun Mei, Quanxue Gao, Ming Yang and Xinbo Gao
Xidian University, Xidian University, University of Evansville and Chongqing University of Posts and Telecommunications
Downloads 79 (809,932)

Abstract:

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subspace clustering, Bipartite Graph, Feature selection, dictionary representation, Laplacian rank constraint

5.

Dual-Level Fusion Based Scalable Co-Multi-View Clustering

Number of pages: 11 Posted: 12 Feb 2025
affiliation not provided to SSRN, affiliation not provided to SSRN, Xidian University, Xidian University - School of Computer Science and Technology and Xidian University
Downloads 61 (961,006)
Citation 1

Abstract:

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Multi-view clustering, Anchor graph, Non-negative matrix factorization, dual fusion

6.

Self-Supervised Balanced Manifold Clustering

Number of pages: 35 Posted: 26 Jul 2025
Fangfang Li, Quanxue Gao, Cheng Deng and Xiaoke Ma
affiliation not provided to SSRN, Xidian University, Xidian University and Xidian University - School of Computer Science and Technology
Downloads 27 (1,359,097)

Abstract:

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manifold learning, schatten-p norm, K-Means, distance based clustering, similarity based clustering

7.

Unsupervised Multi-View Co-Label Learning via Probabilistic Regression

Number of pages: 12 Posted: 06 Apr 2026
affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, Xidian University and Xidian University
Downloads 6 (1,566,597)

Abstract:

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Unsupervised learning, Multi-view clustering, Anchor Graph, Tensor Schatten p-norm, regression

8.

Vertical Federated Fuzzy Clustering via Orthogonal Semi-Nonnegative Tensor Factorization

Number of pages: 20 Posted: 15 May 2026
Kai Cui, Yuxuan Liu, yu duan and Quanxue Gao
affiliation not provided to SSRN, affiliation not provided to SSRN, Northwestern Polytechnic University (NPU) and Xidian University
Downloads 3 (1,584,314)

Abstract:

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Federated Learning, Tensor Schatten $p$-norm, Non-negative Matrix Factorization, Non-negative Tensor Factorization

9.

Reciprocal Multi-Scale fusion and Contrastive Learning for Multi-Label Image Classification

Number of pages: 30 Posted: 15 Jun 2026
Boyu Fan, Quanxue Gao, yu duan, Xinbo Gao and Ming Yang
Xidian University, Xidian University, Northwestern Polytechnic University (NPU), Xidian University and Harbin Engineering University
Downloads 1

Abstract:

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Multi-Label Image Classification, Transformer, Multi-Scale Fusion, Label Dependency, Contrastive Learning