姓名：李文涛                              性别：男
                                                             学历：博士                                  职称：副教授
                                                             部门：智能科学系                        邮箱：drliwentao@swu.edu.cn
                                                             研究方向：模糊数学、智能计算、机器学习、特征选择

个人简介

李文涛，博士，副教授。2019年6月在哈尔滨工业大学获理学博士学位，2016年9月-2018年9月在加拿大University of Alberta博士联合培养两年，2019年8月加入西南大学人工智能学院。中国人工智能学会粒计算与知识发现专委会委员，知识工程与分布智能专委会青年委员，人工智能基础专委会通讯委员，中国指挥与控制学会智能指挥与控制系统工程专委会副总干事。主要从事机器学习领域粒计算建模及不确定性度量相关理论和应用研究。截至目前已在IEEE TCYB、IEEE TNNLS、IEEE TFS、IEEE TSMC、IEEE TAI、IEEE TCE、FSS、INS、ASOCO、IJAR、AIRE等国际期刊发表学术论文60余篇，其中7篇论文入选ESI高被引论文(前1%)，2篇论文入选ESI热点论文(前1‰)。担任SCI期刊《Computers, Materials & Continua》编委，SCI一区期刊《Research》、中文核心期刊《数据采集与处理》及中国卓越期刊《Data Science and Management》青年编委，SCI期刊International Journal of Fuzzy Systems等期刊客座主编。担任IEEE TFS、IEEE TNNLS、IEEE TCYB、IEEE TKDE、IEEE TAI、IEEE TSMC、IEEE/CAA JAS、IEEE TIV、FSS、INS、INFUS、IJAR、KBS、AIRE等40余种国内外期刊审稿人。主持6项国家级及省部级科研项目，包括国家自然科学基金青年基金项目，中国博士后科学基金(特别资助)，重庆市自然科学基金面上项目，重庆市教育委员会科技创新项目。

学术兼职及社会服务

1. Lead Guest Editor, SCI期刊International Journal of Fuzzy Systems，2022

2. Lead Guest Editor, SCI期刊Intelligent Automation & Soft Computing，2022

3. Guest Editor, SCI期刊Wireless Communications and Mobile Computing，2022

4. Guest Editor, SCI期刊Electronics，2022

5. Guest Editor, SCI期刊Frontiers in Neurorobotics，2022

6. 编委, SCI期刊Computers, Materials & Continua，2023

7. 副主编, Discover Artificial Intelligence，2023

8. 青年编委，SCI一区期刊Research，2025

9. 青年编委，中文核心期刊《数据采集与处理》，2023

10. 青年编委，卓越期刊 Data Science and Management，2023

11. 全国智能信息处理学术会议 (NCIIP)程序委员会委员，2021

12. 亚洲人工智能技术大会程序委员会委员，2023

13. 中国人工智能学会粒计算与知识发现专委会委员，2019

14. 中国人工智能学会知识工程与分布智能专委会青年委员，2020

15. 中国人工智能学会人工智能基础专委会通讯委员，2022

16. 中国指挥与控制学会智能指挥与控制系统工程专委会副总干事，2023

主持项目情况

1. 国家自然科学基金项目青年科学基金，2023.01-2025.12，主持

2. 中国博士后科学基金特别资助 (站中)， 2023.04-2024.09，主持

3. 重庆市自然科学基金面上项目，2023.07-2026.06，主持

4. 重庆市教委科学技术研究计划项目，2024.01-2026.12，主持

5. 重庆市教委科学技术研究计划项目，2022.01-2024.12，主持

6. 重庆市教育委员会“成渝地区双城经济圈建设”科技创新计划项目，2021.01-2023.12，主持

7. 重庆市大数据协同创新中心开放基金项目，2023.11-2025.11，主持

8. 国防科技大学外协科研项目，2021.01-2021.10，主持

9. 浙江省海洋大数据挖掘与应用重点实验室开放课题，2020.05-2022.04，主持

10. 西南大学博士人才引进科研启动基金，2019.09-2021.09，主持

代表性论文

1. Tao Zhan, Wentao Li*, Chao Zhang, Yinghua Shen, Oscar Castillo. Enhancing stability and robust H_infinity control in consumer electronics through discrete impulsive switched systems, IEEE Transactions on Consumer Electronics. 2024, 10.1109/TCE.2024.3507082. (SCI, IF: 4.3)

2. Wentao Li, Hamido Fujita, Chao Zhang, Shun-Feng Su. Editorial: fuzzy big data-driven computational intelligence models and applications, International Journal of Fuzzy Systems. 2024, DOI: 10.1007/s40815-024-01821-0. (SCI, IF: 3.6)

3. Tao Zhan, Yuanqing Xia, Wentao Li*, Witold Pedrycz, Shuping Ma. Adaptive sliding mode control for nonlinear impulsive time-delay hybrid systems, IEEE Transactions on Systems, Man, and Cybernetics: Systems. 2024, 54(8): 4688-4700. (SCI, IF: 8.7)

4. Wentao Li, Chaojun Deng, Witold Pedrycz, Oscar Castillo, Chao Zhang, Tao Zhan. Double-quantitative feature selection approach for multi-granularity ordered decision systems, IEEE Transactions on Artificial Intelligence. 2024, 5(5): 2385-2396.

5. Tao Zhan, Wentao Li*, Chao Zhang. Discrete impulsive signal observer for fractional order control systems and its consumer electronic circuit application, IEEE Transactions on Consumer Electronics. 2024, 70(1): 3341-3348. (SCI, IF: 4.414)

6. Haoxiang Zhou, Wentao Li*, Chao Zhang, Tao Zhan. Dynamic maintenance of updating rough approximations in interval-valued ordered decision systems, Applied Intelligence. 2023, 53: 22161-22178. (SCI, IF: 5.019)

7. Wentao Li, Tao Zhan. Multi-granularity probabilistic rough fuzzy sets for interval-valued fuzzy decision systems, International Journal of Fuzzy Systems. 2023, 25: 3061-3073. (SCI, IF: 4.085)

8. Wentao Li, Deyu Li, Huiyan Zhang, Chao Zhang, Peng Shi. Multigranulation-based double-quantitative rough sets for multi-source information systems, Transactions of the Institute of Measurement and Control. 2023, DOI: 10.1177/01423312221142180. (SCI, IF: 3.816)

9. Chao Zhang, Jingjing Zhang, Wentao Li*, Witold Pedrycz, Deyu Li*. A regret theory-based multi-granularity three-way decision model with incomplete T-spherical fuzzy information and its application in forest fire management, Applied Soft Computing. 2023, 110539. (SCI)

10. Wentao Li, Shichao Zhai, Weihua Xu, Witold Pedrycz, Yuhua Qian, Weiping Ding, Tao Zhan. Feature selection approach based on improved Fuzzy C-Means with principle of refined justifiable granularity, IEEE Transactions on Fuzzy Systems. 2023, 31(7): 2112-2126. (SCI, IF: 11.554, 入选ESI 高被引论文)

11. Wentao Li, Haoxiang Zhou, Weihua Xu, Xizhao Wang, Witold Pedrycz. Interval dominance-based feature selection for interval-valued ordered data, IEEE Transactions on Neural Networks and Learning Systems. 2023, 34(10): 6898-6912. (SCI, IF: 14.225, 入选ESI 高被引论文)

12. Tao Zhan, Shuping Ma, Wentao Li*, Witold Pedrycz. Exponential stability of fractional order switched systems with mode-dependent impulses and its application, IEEE Transactions on Cybernetics. 2022, 52(11): 11516-11525. (SCI, IF: 19.118)

13. Wentao Li, Weihua Xu, Xiaoyan Zhang, Jia Zhang. Updating approximations with dynamic objects based on local multigranulation rough sets in ordered information systems, Artificial Intelligence Review. 2022, 55(8): 1821-1855. (SCI, IF: 9.588)

14. Weihua Xu, Kehua Yuan, Wentao Li, Weiping Ding. An emerging fuzzy feature selection method using composite entropy-based unvertainty measure and data distribution, IEEE Transactions on Emerging Topics in Computational Intelligence. 2022, DOI: 10.1109/TETCI.2022.3171784. (SCI, IF: 4.851, 入选ESI 高被引论文)

15. Haoran Wang, Wentao Li*, Tao Zhan*, Kehua Yuan, Xingchen Hu. Multigranulation-based optimal scale selection in multi-scale information systems, Computers & Electrical Engineering. 2021, 92: 107107. (SCI, IF: 4.152)

16. Wentao Li, Xiaoping Xue, Weihua Xu, Tao Zhan, Bingjiao Fan. Double-quantitative variable consistency dominance-based rough set approach, International Journal of Approximate Reasoning. 2020, 124: 1-26. (SCI, IF: 4.452)

17. Wentao Li, Witold Pedrycz, Xiaoping Xue, Weihua Xu, Bingjiao Fan. Fuzziness and incremental information of disjoint regions in double-quantitative decision-theoretic rough set model, International Journal of Machine Learning and Cybernetics. 2019, 10(10): 2669-2690. (SCI, IF: 4.377)

18. Wentao Li, Witold Pedrycz, Xiaoping Xue, Weihua Xu, Bingjiao Fan. Distance-based double-quantitative rough fuzzy sets with logic operations, International Journal of Approximate Reasoning. 2018, 101: 206-233. (SCI, IF: 4.452)

19. Weihua Xu*, Wentao Li*. Granular computing approach to two-way learning based on formal concept analysis in fuzzy datasets, IEEE Transactions on Cybernetics. 2016, 46(2): 366-379. (SCI, IF: 19.118, 入选ESI 高被引论文和ESI热点论文)

20. Wentao Li, Weihua Xu. Double-quantitative decision-theoretic rough set, Information Sciences. 2015, 316: 54-67. (SCI, IF: 8.233, 入选ESI 高被引论文和ESI热点论文)

    指导学生情况

    指导本科生成功申报国家级、重庆市级、校级大学生创新创业训练计划项目12项。指导本科生依托大创项目发表学术论文10余篇，其中包括：IEEE Transactions on Neural Networks and Learning Systems、IEEE Transactions on Fuzzy Systems、IEEE Transactions on Artificial Intelligence等人工智能领域顶级SCI期刊。指导本科生获高教社杯全国大学生数学建模竞赛重庆市二等奖6项，美国大学生数学建模竞赛M奖、H奖若干项，认证杯数学中国数学建模国际赛一等奖、二等奖若干项。

     

     

    欢迎对机器学习、模式识别等人工智能领域研究感兴趣，有志于在本科阶段发表高水平学术论文及参加学科竞赛获奖的同学跟我联系，加入我的研究团队。