Zhenzhen Sun (孙真真)
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Lecturer |
About me
I am currently a lecturer at Huaqiao University. I've received the bachelor and Ph.D. degree (supervised by Prof. Yuanlong Yu) from Fuzhou University from 2015 and 2021, respectively. I joined the College of Computer Science and Tonology of Huaqiao University in July 2021.
My research area is machine learning and data mining, with special interests in multi-label learning, partial multi-label learning, and feature selection.
Selected Publications
2024
Multi‑class feature selection via Sparse Softmax with a discriminative regularization
Zhenzhen Sun, Zexiang Chen, Jinghua Liu, Yuanlong Yu*
International Journal of Machine Learning and Cybernetics, 2024.
Partial multi-label feature selection via low-rank and sparse factorization with manifold learning
Zhenzhen Sun, Zexiang Chen, Jinghua Liu, Yewang Chen, Yuanlong Yu*
Knowledge-Based Systems, 2024. [CODE]
Multi-label feature selection via adaptive dual-graph optimization
Zhenzhen Sun, Hao Xie, Jinghua Liu, Yuanlong Yu*
Expert Systems with Applications, 2024. [CODE]
2023
Dual-graph with non-convex sparse regularization for multi-label feature selection
Zhenzhen Sun, Hao Xie, Jinghua Liu, Jin Gou, Yuanlong Yu*
Applied Intelligence, 2023. [CODE]
2022
Robust multi-class feature selection via l2,0-norm regularization minimization
Zhenzhen Sun, Yuanlong Yu*
Intelligent Data Analysis, 2022.
2021
Fast Approximation for Sparse Coding with Applications to Object Recognition
Zhenzhen Sun, Yuanlong Yu*
Sensors, 2021.
2018
A Homotopy Iterative Hard Thresholding Algorithm With Extreme Learning Machine for Scene Recognition
Yuanlong Yu, Zhenzhen Sun*, Wenxing Zhu, Jason Gu
IEEE Access, 2018.
2017
Sparse coding extreme learning machine for classification
Yuanlong Yu*, Zhenzhen Sun
Neurocomputing, 2017.