尹学松，杭州电子科技大学人文艺术与数字媒体学院教授，硕士生导师。2010年5月毕业于南京航空航天大学信息科学与技术学院，获得计算机应用专业博士学位。2015年在美国亚利桑那州立大学计算机科学与工程学院国家公派访学研究工作。从事人工智能方面的研究工作，包括机器学习、模式识别、数据挖掘和图像处理等。教育部教学信息化与方法创新教学指导委员会委员，浙江省“151人才工程”人选，浙江省高校中青年学科带头人，杭州电子科技大学数字媒体技术国家一流本科专业负责人和智能媒体计算研究所所长。在IEEE Transactions on Knowledge and Data Engineering、IEEE Transactions on Neural Networks、Pattern Recognition、Knowledge-based Systems、Neurocomputing、《软件学报》等国际期刊、会议和国内一级学报、重点期刊上已发表论文50余篇，其中多篇论文已被SCI、EI 收录。
指导的研究生中多人获得国家级奖学金、学校一等奖学金，并荣获省优秀毕业生和校优秀毕业生等荣誉。毕业生在国外著名高校攻读博士学位，或在阿里巴巴等公司工作。欢迎对人工智能、计算机视觉、机器学习与数据挖掘等研究方向感兴趣的同学报考硕士研究生。
电子邮件：yinxs@hdu.edu.cn。
代表性论文
[1] Jiawei Mao, Guangyi Zhao, Xuesong Yin(尹学松, 通讯作者), Yuanqi Chang. SwinStyleformer is a favorable choice for image inversion. IEEE Transactions on Circuits and Systems for Video Technology, 2025, 35(1): 508-519. (中科院一区, Top期刊)
[2] Jiawei Mao, Shujian Guo, Xuesong Yin(尹学松, 通讯作者), Yuanqi Chang, Binling Nie, Yigang Wang. Medical supervised masked autoencoder: Crafting a better masking strategy and efficient fine-tuning schedule for medical image classification. Applied Soft Computing, 2025,169: 112536. (中科院一区, Top期刊)
[3] Jiawei Mao, Rui Xu, Xuesong Yin(尹学松, 通讯作者), Yuanqi Chang, Binling Nie, Aibin Huang, Yigang Wang. POSTER++: A simpler and stronger facial expression recognition network. Pattern Recognit. 2024, 157: 110951. (中科院一区, Top期刊)
[4] Keyang Yu, Yike Zhu, Xuesong Yin(尹学松, 通讯作者), Ting Shu, Yigang Wang, Enliang Hu. Structure-aware preserving projections with applications to medical image clustering. Applied Soft Computing, 2024, 158: 111576. (中科院一区, Top期刊)
[5] Ting Shu, Zhanxiang He, Xuesong Yin(尹学松), et al.，Model-based diversity-driven learn-to-rank test case prioritization. Expert Systems with Applications, 2024, 255: 124768. (中科院二区, TOP期刊)
[6] Simin, Kou, Xuesong Yin(尹学松, 共同通讯作者), Yigang Wang(共同通讯作者), Songcan Chen, Tieming Chen, Zizhao Wu. Structure-Aware Subspace Clustering, IEEE Transactions on Knowledge and Data Engineering, 2023, 35(10): 10569-10582. (CCF A类期刊, 中科院一区)
[7] Jiawei Mao, Yuanqi Chang, Xuesong Yin(尹学松, 通讯作者). Window Token Transformer: Can learnable window token help window-based transformer build better long-range interactions? Neurocomputing, 2023, 559: 126793. (中科院二区, TOP期刊)
[8] Guangyi Zhao, Simin, Kou, Xuesong Yin(尹学松, 通讯作者), Guodao Zhang, Yigang Wang. Self-supervised deep subspace clustering with entropy-norm. Cluster Computing, 2023. (中科院三区)
[9] Jiawei Mao, Xuesong Yin(尹学松, 通讯作者), et al. Pseudo-labeling generative adversarial networks for medical image classification, Computers in Biology and Medicine, 2022, 105729. (中科院二区, TOP期刊)
[10] Lirong Wang, Guodao Zhang, Xuesong Yin(尹学松, 通讯作者), et al. Optimal control of renewable energy in buildings using the machine learning method, Sustainable Energy Technologies and Assessments, 2022, 102534. (中科院二区)
[11] Qi Huang, Xuesong Yin(尹学松, 通讯作者), Songcan Chen, Yigang Wang, Bowen Chen. Robust nonnegative matrix factorization with structure regularization. Neurocomputing, 2020, 412: 72-90. (中科院二区, TOP期刊)
[12] Xuesong Yin(尹学松), Songcan Chen, Enliang Hu, Daoqiang Zhang. Semi-Supervised Clustering with Metric Learning: An Adaptive Kernel Method. Pattern Recognition, 2010, 43(4): 1320-1333. (中科院一区)
[13] Xuesong Yin(尹学松), Songcan Chen, Enliang Hu. Regularized soft K-means for discriminant analysis. Neurocomputing, 2013, 103(3):29-42. (中科院二区)
[14] Xuesong Yin (尹学松), Ting Shu, Qi Huang. Semi-supervised fuzzy clustering with metric learning and entropy regularization. Knowledge-Based Systems, 2012, 35(11):304-311. (中科院一区)
[15] Xuesong Yin(尹学松), Enliang Hu. Distance Metric Learning Guided Adaptive Subspace Semi-supervised Clustering. Frontiers of computer science in China, 2011, 5(1): 100-108. (中科院三区)
[16] 尹学松, 胡恩良. 半监督局部维数约减. 中国图象图形学报, 2011, 16(9): 1615-1624.
[17] 尹学松, 胡恩良, 陈松灿. 基于成对约束的半监督判别分析. 软件学报, 2008, 19(11): 2791-2802. (EI收录)
[18] Enliang Hu, Songcan Chen, Xuesong Yin(尹学松). Manifold Contraction for Semi-Supervised Classification. Science in China (F), 2010, 53(5): 1-18. (中科院一区)
[19] Enliang Hu, Xuesong Yin(尹学松), Yongming Wang, Songcan Chen. SSPS: A semi-supervised shift for classification. Neural Processing Letters, 2010, 31(3): 175-183. (中科院四区)
[20] Enliang Hu, Songcan Chen, Daoqiang Zhang, Xuesong Yin(尹学松). Semi-supervised kernel matrix learning by kernel propagation, IEEE Transactions on Neural Networks, 2010, 21(11): 1831-1841. (中科院一区)