Name: Wu Jiansheng
Title: Associate Professor
Research Interests: Artificial Intelligence, Machine Learning, Multi-view Data Processing, etc.

Education Experience：

2009-2015: Ph.D. in Computer Science and Technology, Sun Yat-sen University

2005-2009: B.S. in Computer Science and Technology, Sun Yat-sen University

Work Experience：

July 2015-Present: Department of Computer Science and Technology, Nanchang University

Major Achievements：

He has published 21 academic papers, including 17 in SCI journals, 1 in EI journal, 2 in EI conferences, and 1 in Chinese core journal. He has presided over 2 National Natural Science Foundation projects and 2 Jiangxi Provincial Natural Science Foundation projects. (website: https://www.scholat.com/wujs)

Awards of supervised postgraduate students:

3 postgraduate students won the National Scholarship for Postgraduates

2 postgraduate students won the Jiangxi Provincial Government Scholarship for Postgraduates

4 postgraduate students won the Postgraduate Innovation Award of Nanchang University (including 1 "Academic Star")

4 postgraduate students obtained the Jiangxi Provincial Postgraduate Innovation Fund Project

3 postgraduate students won the title of Excellent Graduating Postgraduate of Nanchang University

1 postgraduate student won the Excellent Master's Thesis of Nanchang University

Research Papers：

[21] Wu, Jian-Sheng; Yu, Jia-Tao (Postgraduate); Wu, Jun-Yun; Min, Weidong*; Zheng Wei-Shi; High-order Aligned Deep Complementary and View-specific Similarity Graphs for Unsupervised Multi-view Feature Selection, Pattern Recognition, 2026, 171, 112047. (SCI 1, IF: 7.6)
[20] Yu, Hong-Wei (Postgraduate); Wu, Jun-Yun; Wu, Jian-Sheng*; Min, Weidong; Confident Local Similarity Graphs for Unsupervised Feature Selection on Incomplete Multi-view Data, Knowledge-Based Systems, 2025, 316: 113369. (SCI 1, IF: 7.2)
[19] Wu, Jian-Sheng; Yu, Hong-Wei (Postgraduate); Li, Yanlan (Postgraduate); Min, Weidong*; Learning Missing Instances in Intact and Projection Spaces for Incomplete Multi-view Unsupervised Feature Selection, Applied Intelligence, 2025, 55: 510. (SCI 3, IF: 3.4)
[18] Wu, Jian-Sheng; Li, Yanlan (Postgraduate); Huang, Chong; Min, Weidong*; Recent Advances in Unsupervised Multi-view Feature Selection, Journal of Software, 2025, 36(2): 886-914. (CCF Class 1)
[17] Zhong, Bo (Postgraduate); Wu, Jun-Yun; Wu, Jian-Sheng*; Min, Weidong; Multi-view Deep Reciprocal Nonnegative Matrix Factorization, Engineering Applications of Artificial Intelligence, 2025, 139: 109508. (SCI 1, IF: 8.0)
[16] Liu, Jing-Xin (Postgraduate); Qing-Peng Zeng; Wu, Jian-Sheng*; Wei Huang; Joint Cauchy Dictionary Learning and Graph Learning for Unsupervised Feature Selection, Engineering Applications of Artificial Intelligence, 2024, 136: 108936. (SCI 1, IF: 7.5)
[15] Wu, Jian-Sheng; Gong, Jun-Xiao (Postgraduate); Liu, Jing-Xin (Postgraduate); Huang, Wei*; Zheng, Wei-Shi; Dual-level Feature Assessment for Unsupervised Multi-view Feature Selection with Latent Space Learning, Information Sciences, 2024, 670: 120604. (SCI 1, IF: 8.1)
[14] Zhong, Bo (Postgraduate); Wu, Jian-Sheng*; Huang, Wei; Zheng, Wei-Shi; Cluster Structure Augmented Deep Nonnegative Matrix Factorization with Low-rank Tensor Learning, Information Sciences, 2024, 670: 120585. (SCI 1, IF: 8.1)
[13] Wu, Jian-Sheng; Li, Yanlan (Postgraduate); Gong, Jun-Xiao (Postgraduate); Min, Weidong*; Collaborative and Discriminative Subspace Learning for Unsupervised Multi-view Feature Selection, Engineering Applications of Artificial Intelligence, 2024, 133: 108145. (SCI 1, IF: 7.5)
[12] Liu, Jing-Xin (Postgraduate); Huang, Wenjing (Undergraduate); Xu, Liangsheng; Huang, Chong*; Wu, Jiansheng;Unsupervised feature selection model with dictionary learning and sample correlation preservation, Journal of Computer Applications, 2024, 44(12): 3766-3775 (Chinese Core Journal)
[11] Wu, Jian-Sheng; Gong, Jun-Xiao (Postgraduate); Liu, Jing-Xin (Postgraduate); Min, Weidong*; Multi-level correlation learning for multi-view unsupervised feature selection, Knowledge-Based Systems, 2023, 281: 111073.(SCI 1, IF: 8.8)
[10] Wu, Jian-Sheng; Liu, Jing-Xin (Postgraduate); Wu, Jun-Yun; Huang, Wei*; Dictionary learning for unsupervised feature selection via dual sparse regression, Applied Intelligence, 2023, 53: 18840-18856.(SCI 2, IF: 5.3)
[9] Wu, Jian-Sheng; Song, Meng-Xiao (Undergraduate); Min, Weidong*; Lai, Jian-Huang; Zheng, Wei-Shi; Joint Adaptive Manifold and Embedding Learning for Unsupervised Feature Selection, Pattern Recognition, 2021, 112: 107742. (SCI 1, IF: 8.0)
[8] Wang, Shuai; Zou, Yanni; Min, Weidong*; Wu, Jiansheng; Xiong, Xin; Multi-view face generation via unpaired images, The Visual Computer, 2022, 38: 2539–2554. (SCI 3)
[7] Huang, Dong; Wang, Chang Dong; Wu, Jian-Sheng; Lai, Jian Huang; Kwoh, Chee Keong; Ultra-Scalable Spectral Clustering and Ensemble Clustering, IEEE Transactions on Knowledge and Data Engineering, 2020, 32(6): 1212-1226. (CCF A)
[6] Wu, Jian-Sheng; Zheng, Wei-Shi*; Lai, Jian-Huang; Ching Y. Suen; Euler Clustering on Large-scale Dataset, IEEE Transactions on Big Data, 2018, 4(4): 502-515. (SCI 2)
[5] Ling, Hui-Liang; Wu, Jian-Sheng*; Zhou, Yi*; Zheng, Wei-Shi; How many clusters? A robust pso-based local density model. Neurocomputing, 2016, 207: 264-275. (SCI 2)
[4] Wu, Jian-Sheng; Zheng, Wei-Shi*; Lai, Jian-Huang; Approximate kernel competitive learning, Neural Networks, 2015, 63: 117-132. (SCI 1)
[3] Wu, Jian-Sheng; Zheng, Wei-Shi*; Lai, Jian-Huang; Euler clustering, 23rd International Joint Conference on Artificial Intelligence, IJCAI 2013, 1792-1798, 2013.8.3-2013.8.9. (CCF A-class Conference)
[2] Wu, Jian-Sheng; Lai, Jian-Huang*; Wang, Chang-Dong; A novel co-clustering method with intra-similarities, 11th IEEE International Conference on Data Mining Workshops, ICDMW 2011, 300-306, 2011.12.11-2011.12.11.
[1] Yi, Yang; Wu, Jian-Sheng*; Xu, Wei; Incremental SVM based on reserved set for network intrusion detection, Expert Systems with Applications, 2011, 38(6): 7698-7707. (SCI 1)

Code URLs

https://gitee.com/jshncu

https://github.com/jshncu

Email：jianshengwu@ncu.edu.cn