Personal Information
Supervisor of Master's Candidates
Supervisor of Doctorate Candidates
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Date of Birth:
1982-01-19 -
Date of Employment:
2012-10-01 -
School/Department:
自动化学院 -
Gender:
Male -
Contact Information:
yangzuyuan@gdut.edu.cn -
Degree:
Doctor of Engineering -
Professional Title:
教授 -
Status:
On-the-job -
Teacher College:
School of Automation -
Discipline:
模式识别与智能系统
Honors and Titles:
2017-08-15elected:
国家优青 ;2015-01-01elected:
广东省杰青 ;2013-10-08elected:
教育部新世纪人才Other Contact Information:
-
Email:
yangzuyuan@gdut.edu.cn
Scientific Research
Current position: Home > Scientific Research
Research Field
- No content
Paper Publications
MORE- N. Liang, Z. Yang*, J. Chen, Z. Li, and S. Xie,Label-weighted graph-based learning for semi-supervised classification under label noise.IEEE Trans. Big Data,2024,
- N. Liang, Z. Yang, S. Xie,Incomplete multi-view clustering with sample-level auto-weighted graph fusion.IEEE Trans. Knowledge and Data Engineering,2023,
- Z. Yang, N. Liang, Z. Li and S. Xie,A convergence algorithm for graph co-regularized transfer learning.Science China Information Sciences,2023,66(3):
- Z. Li, Z. Yang, H. Zhao, S. Xie,Direct-optimization-based DC Dictionary learning with the MCP Regularizer.IEEE Transactions on Neural Networks and Learning Systems,
- Z. Li, H. Zhao, Y. Guo, Z. Yang, and S. Xie,Accelerated log-regularized convolutional transform learning and its convergence guarantee.IEEE Transactions on Cybernetics,2021,
- Z. Yang, N. Liang, W. Yan, Z. Li, and S. Xie,Uniform distribution non-negative matrix factorization for multiview clustering.IEEE Transactions on Cybernetics,2021,51(6):3249-3262.
- Z. Yang, Y. Zhang, Y. Xiang, W. Yan, and S. Xie,Non-negative matrix factorization with dual constraints for image clustering.IEEE Transactions on Systems, Man, and Cybernetics: Systems,2020,50(7):2524-2533.
- N. Liang, Z. Yang, Z. Li, W. Sun, and S. Xie,Multi-view clustering by non-negative matrix factorization with co-orthogonal constraints.Knowledge-Based Systems,2020,194105582.
- N. Liang, Z. Yang, Z. Li, S. Xie, and C. Su,Semi-supervised multi-view clustering with graph-regularized partially shared non-negative matrix factorization.Knowledge-Based Systems,2020,190105185.
- J. Yang, Y. Guo, Z. Yang, and S. Xie,Under-determined convolutive blind source separation combining density-based clustering and sparse reconstruction in time-frequency domain.IEEE Transactions on Circuits and Systems I: Regular Papers,2019,66(8):442-456.
Patents
- 一种基于图像分割的多聚焦图像融合方法及装置
- 基于普鲁克分析的一致性视频生成方法及相关装置
- 一种基于目标检测的多聚焦图像融合方法及相关装置
- 一种液态镜头快速对焦方法及系统
- 一种基于运动目标的液态镜头快速对焦方法、装置和设备
- 一种光斑质量判别方法、装置、设备和存储介质
- 一种基于环形滤波的激光光斑监测方法、系统和设备
- 一种辅助进食方法、系统、设备及计算机存储介质
- 一种基于注意力约束非负矩阵分解的高光谱分类方法
Published Books
- No content