姓名：吴建生

职称：副教授

研究方向：人工智能、机器学习、多视图数据处理等

教育经历：

2009年--2015年 中山大学 计算机科学与技术系 博士

2005年--2009年 中山大学 计算机科学与技术系 学士

工作履历：

2015年7月-至今 南昌大学 计算机科学与技术系

主要业绩：

已发表学术论文21篇，其中SCI期刊17篇，EI期刊1篇，EI会议2篇，中文核心1篇。主持国家自然科学基金2项、江西省自然科学基金2项。指导的硕士研究生获奖情况：研究生国家奖学金3人次，江西省政府研究生奖学金2人次，南昌大学研究生创新奖4人次（其中“学术之星”1人），4名研究生获批江西省研究生创新基金项目，3名研究生获得南昌大学优秀毕业研究生荣誉称号，1名研究生获得南昌大学优秀硕士毕业论文。(学者网主页：https://www.scholat.com/wujs)

【科研论文】

[21] Wu, Jian-Sheng; Yu, Jia-Tao(研究生); 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区，IF：7.6)

[20] Yu, Hong-Wei(研究生); 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区, IF:7.2)

[19] Wu, Jian-Sheng; Yu, Hong-Wei(研究生); Li, Yanlan(研究生); Min, Weidong*; Learning Missing Instances in Intact and Projection Spaces for Incomplete Multi-view Unsupervised Feature Selection, Applied Intelligence, 2025, 55: 510. [codes on gitee][codes on github](SCI 3区, IF:3.4)

[18] 吴建生; 李艳兰(研究生); 黄冲; 闵卫东*; 无监督多视图特征选择的研究进展, 软件学报, 2025, 36(2): 886-914. (CCF 1类)

[17] Zhong, Bo(研究生); 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区top期刊, IF:8.0)

[16] Liu, Jing-Xin(研究生); 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区top期刊, IF:7.5)

[15] Wu, Jian-Sheng; Gong, Jun-Xiao(研究生); Liu, Jing-Xin(研究生); Huang, Wei*; Zheng, Wei-Shi; Dual-level Feature Assessment for Unsupervised Multi-view Feature Selection with Latent Space Learning, Information Sciences, 2024, 670:120604.[codes on github](SCI 1区top期刊, IF:8.1)

[14] Zhong, Bo(研究生); 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.[codes on gitee] (SCI 1区top期刊, IF:8.1)

[13] Wu, Jian-Sheng; Li, Yanlan(研究生); Gong, Jun-Xiao(研究生); Min, Weidong*; Collaborative and Discriminative Subspace Learning for Unsupervised Multi-view Feature Selection, Engineering Applications of Artificial Intelligence, 2024, 133:108145.[codes on gitee] (SCI 1区top期刊, IF:7.5)

[12] 刘晶鑫(研究生); 黄雯婧(本科生); 徐亮胜; 黄冲*; 吴建生; 字典学习与样本关联保持结合的无监督特征选择模型, 计算机应用, 2024, 44(12): 3766-3775(中文核心)

[11] Wu, Jian-Sheng; Gong, Jun-Xiao(研究生); Liu, Jing-Xin(研究生); Min, Weidong*; Multi-level correlation learning for multi-view unsupervised feature selection, Knowledge-Based Systems, 2023, 281:111073.[codes on gitee][codes on github](SCI 1区top期刊, IF:8.8)

[10] Wu, Jian-Sheng; Liu, Jing-Xin(研究生); Wu, Jun-Yun; Huang, Wei*; Dictionary learning for unsupervised feature selection via dual sparse regression, Applied Intelligence, 2023, 53:18840-18856. [codes on gitee][codes on github](SCI 2区, IF:5.3)

[9] Wu, Jian-Sheng; Song, Meng-Xiao(本科生); Min, Weidong*; Lai, Jian-Huang; Zheng, Wei-Shi; Joint Adaptive Manifold and Embedding Learning for Unsupervised Feature Selection, Pattern Recognition, 2021, 112:107742.[codes on gitee](SCI 1区top期刊，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区)

[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区)

[5] Ling, Hui-Liang; Wu, Jian-Sheng*; Zhou, Yi*; Zheng, Wei-Shi; How many clusters? A robust pso-based local density model. Neurocomping, 2016, 207: 264-275.(SCI 2区)

[4] Wu, Jian-Sheng; Zheng, Wei-Shi*; Lai, Jian-Huang; Approximate kernel competitive learning, Neural Networks, 2015, 63:117-132. (SCI 1区top期刊)

[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类会议)

[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区top期刊)

代码网址：https://gitee.com/jshncu

https://github.com/jshncu

邮箱：jianshengwu@ncu.edu.cn