个人简历

姓名：杨霁琳

职称：教授，硕士生导师、

研究方向：人工智能、机器学习、智能信息处理

邮件地址：jilinyang@sicnu.edu.cn

个人简历：2010年毕业于西南交通大学信息科学与技术学院，获得工学博士学位。2019年3月-2020年7月加拿大University of Regina国家公派访问学者，2021年被认定为“四川省海外高层次留学人才”。中国人工智能学会粒计算与知识发现专委会委员，中国计算机学会会员。从教以来在国际和国内期刊/会议上发表论文50余篇，其中近年来在“Engineering Applications of Artificial Intelligence”，“Information Sciences”，“Knowledge-Based Systems”，“Applied soft computing”“Applied Intelligence”，“International Journal of Approximate Reasoning”， “International Journal of Machine Learning and Cybernetics”等SCI期刊以及“INFOCOM”, “TON”等CCF A会和A刊发表论文20余篇；主持和参与国家项目、省部级项目以及厅级项目10余项。 2021年，第十六届“挑战杯”四川省大学生课外学术科技作品竞赛一等奖作品指导老师；2022年，第十七届“挑战杯”全国大学生课外学术科技作品竞赛三等奖作品优秀指导教师；2025年，第十八届中国大学生计算机设计大赛国赛三等奖作品优秀指导教师。

部分发表论文：

[1] Youlei Meng, Jilin Yang*, Jian Wang,Yanlin Min, Xiangyong Zhang. Core region induced probability intuitionistic fuzzy C-means clustering for infrared image segmentation[J]. Engineering Applications of Artificial Intelligence, 2026, 172: 114273. (SCI一区TOP期刊)

[2] Yu Xie, Jilin Yang*, Youlei Meng, Xianyong Zhang. A hybrid three-way recommendation considering users variability[J]. Engineering Applications of Artificial Intelligence, 2025, 159: 111610.（SCI一区TOP期刊）

[3] Jilin Yang, Yiyu Yao*, A three-way decision based construction of shadowed sets from Atanassov intuitionistic fuzzy sets, Information Sciences, 2021, 577: 1-21. (SCI一区TOP期刊)

[4] Jilin Yang, Yiyu Yao*, Semantics of soft sets and three-way decision with soft sets, Knowledge-Based Systems, 2020, 194: 1-12. (SCI一区TOP期刊)

[5] Yizhou Liu, Li Li, Yixin Xu, Tang Liu, Rong Cheng, Die Wu, Jilin Yang, JingWen Li*. Lightweight population-based policy optimization for pickup and delivery problems[J]. Computers & Industrial Engineering, 2025: 111376.（SCI一区TOP期刊）

[6] Yu Xie, Jilin Yang*, Jian Wang, Xianyong Zhang. A hybrid three-way recommendation with demographic data based on intuitionistic neighborhood[J]. Applied Soft Computing, 2025: 114401. (SCI二区期刊)

[7] Lianhui Luo, Jilin Yang*, Xianyong Zhang, Junfang Luo ; Tri-level attribute reduction based on neighborhood rough sets[J], Applied Intelligence, 2024, 54(5), 3786-3807. (SCI二区期刊)

[8] Jilin Yang*, Xianyong Zhang, Keyun Qin. Constructing robust fuzzy rough set models based on three-way decisions[J]. Cognitive Computation, 2022, 14(6): 1955-1977. (SCI二区期刊)

[9] Jiefang Jiang, Xianyong Zhang, Jilin Yang. Double-quantitative feature selection using bidirectional three-level dependency measurements in divergence-based fuzzy rough sets[J]. Engineering Applications of Artificial Intelligence, 2022, 115: 105226. (SCI二区TOP期刊)

[10] Yu Xie, Jilin Yang*, Yiyu Luo,Xianyong Zhang, Junfang Luo. Constructing intuitionistic neighborhood based on intuitionistic fuzzy sets for three-way clustering[J]. International Journal of Approximate Reasoning, 2025, 186: 109512. (SCI三区期刊)

[11] Xin Xie, Xianyong Zhan*, Xiaoling Yang*, Jilin Yang. Noise-Tolerant Feature Selections Based on Two-Type WeiApplied Soft Computing and Data Engineering, 2025. (SCI三区期刊)

[12] Yiyu Yao, Jilin Yang*. Granular fuzzy sets and three-way approximations of fuzzy sets[J]. International Journal of Approximate Reasoning, 2023, 161: 109003. (SCI三区期刊)

[13] Runkang,Li Jilin Yang*, Xianyong Zhang. Optimal scale selection based on three-way decisions with decision-theoretic rough sets in multi-scale set-valued decision tables[J]. International Journal of Machine Learning and Cybernetics, 2023: 1-18. (SCI三区期刊)

[14] Jilin Yang*, Yiyu Yao, Xianyong Zhang. A model of three-way approximation of intuitionistic fuzzy sets[J]. International Journal of Machine Learning and Cybernetics, 2022, 13: 163-174. (SCI三区期刊)

[15] Yiyu Yao, Jilin Yang*. Granular rough sets and granular shadowed sets: Three-way approximations in Pawlak approximation spaces[J]. International Journal of Approximate Reasoning, 2022, 142: 231-247. (SCI三区期刊)

[16] Xiong Meng, Jilin Yang*, Die Wu, Tang Liu. Approximate Supplement-Based Neighborhood Rough Set Model in Incomplete Hybrid Information Systems[C]. Pacific Rim International Conference on Artificial Intelligence. Singapore: Springer Nature Singapore, 2023: 281-293.(CCF-C会)

[17] 罗一羽，杨霁琳，张贤勇等.混合信息系统中基于邻域粗糙集的双评价三支聚类算法[J/OL]小型微型计算机系统: 1-7 [2023-12-11].（权威B期刊）

[18] Benwei Chen, Xianyong Zhang*, Jilin Yang. Feature selections based on three improved condition entropies and one new similarity degree in interval-valued decision systems[J]. Engineering Applications of Artificial Intelligence, 2023, 126: 107165. (SCI二区TOP期刊)

[19] Xiong Meng, Jilin Yang*, Tang Liu, Die Wu. Interval-value replacement-based neighborhood rough set model in incomplete fuzzy information systems[C]. 2022 IEEE 8th International Conference on Cloud Computing and Intelligent Systems (CCIS). IEEE, 2022: 102-108.

[20] Tang Liu, Yuzhuo Ma, Meixuan Ren, Jin Yang, Jian Peng, Jilin Yang, Die Wu*, Concurrent Charging with Wave Interference for Multiple Chargers, IEEE/ACM Transactions on Networking, 2024, pubulished online. （CCF-A刊）

[21] Yuzhuo Ma , Die Wu, Jing Gao, Wen Sun, Jilin Yang, Tang Liu*, Dynamic Power Distribution Controlling for Directional Chargers, IEEE INFOCOM, 2024, to appear. （CCF-A会）

[22] Hongyuan Gou, Xianyong Zhang*, Jilin Yang, et al. Three-way fusion measures and three-level feature selections based on neighborhood decision systems[J]. Applied Soft Computing, 2023, 148: 110842. (SCI一区TOP期刊)

[23] Yuzhuo Ma, Die Wu, Meixuan Ren, Jian Peng, Jilin Yang, Tang Liu*. Concurrent charging with wave interference[C]. IEEE INFOCOM 2023-IEEE Conference on Computer Communications. IEEE, 2023: 1-10. (CCF-A会)

[24] Qiang Wang, Yuzhuo Ma, Chenglong Zhang, Tang Liu, Jilin Yang, Die Wu*. An Effective Deployment Scheme for Elimination of Phase Cancellation in Backscatter-based WPCN[C]//2023 IEEE Wireless Communications and Networking Conference (WCNC). IEEE, 2023: 1-6. (CCF-C会)

[25] Xianyong Zhang, Yunrui Fan, Jilin Yang. Feature selection based on fuzzy-neighborhood relative decision entropy[J]. Pattern Recognition Letters, 2021, 146: 100-107. (SCI三区期刊)

[26] Xianyong Zhang, Xiao Tang, Jilin Yang, Zhiying Lv. Quantitative three-way class-specific attribute reducts based on region preservations[J]. International Journal of Approximate Reasoning, 2020, 117: 96-121. (SCI二区期刊)

[27] Xianyong Zhang, Jilin Yang, Lingyu Tang. Three-way class-specific attribute reducts from the information viewpoint[J]. Information Sciences, 2020, 507: 840-872. (SCI一区TOP期刊)

部分科研项目：

1. 四川省自然科学基金项目, 2026NSFSC0444，面向多源异构数据的动态粒化融合与智能决策研究，2026-01至2027-12，在研, 主持；

2. 教育部人文社科规划基金项目，23YJA630114，知识与数据双驱动的三支决策模型在智能决策中的研究，2024-01至2026-12，在研, 主持；

3. 四川省自然科学基金项目, 24NSFSC1487，不完备数据背景下基于粒计算的度量构建和特征学习，2024-01至2025-12，结题，参与；

4. 四川省自然科学基金项目, 2022NSFSC0929, 基于认知的知识不确定性问题的研究及应用, 2022-01至2024-06, 结题, 主持；

5. 四川省教育厅青年项目, 17ZB0356, 面向大数据的多粒度模糊粗糙集模型, 2017-03至2019-12，结题, 主持。

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