毕业学校：中国科学院大学

专       业：信号与信息处理

研究方向：机器学习、图像处理、人工智能

硕士：2012-2015，航天二院，精密仪器及机械专业，师从孟卫锋研究员

博士：2015-2018，中国科学院大学，信号与信息处理专业，师从李学龙研究员

本科生：数字图像处理、机器学习、数值分析

研究生：机器学习

一、五篇代表性论文

[1] M. You#, A. Yuan*#, M. Zou, D. He, and X. Li, “Robust Unsupervised Feature Selection viaMulti-Group Adaptive Graph Representation,'' IEEE Transactions on Knowledge and Data Engineering, vol. 35, no. 3, pp. 3030-3044, 2023. (CCF A类期刊)

[2] A. Yuan, M. You*, D. He, and X. Li, “Convex Non-Negative Matrix Factorization With Adaptive Graph for Unsupervised Feature Selection,'' IEEE Transactions on Cybernetics, vol. 52, no. 6, pp. 5522-5534, 2022. (CCF B类期刊，中科院分区一区Top期刊，IF=19.118)

[3] M. You,  A. Yuan*#, Dongjian He, Xuelong Li,“Unsupervised feature selection via neural networksand self-expression with adaptive graph constraint,'' Pattern Recognition, vol. 135, 2023. (CCF B类期刊，中科院分区一区Top期刊，IF=8.518)

[4] X. Li, A. Yuan, and X. Lu, “Vision-to-language tasks based on attributes and attention mechanism,'' IEEE Transactions on Cybernetics, vol. 51, no. 2, pp. 913-926, 2021. (CCF B类期刊，中科院分区一区Top期刊，IF=19.118)

[5] A. Yuan, X. Li, and X. Lu, "3G structure for image caption generation,"Neurocomputing (Elsevier), vol. 33, no. 2, pp. 17-29, 2019. (CCF C类期刊，中科院分区二区期刊，IF=4.072)

二、其他论文（第一作者或通讯作者论文）

[12] M. You#, A. Yuan*#, M. Zou, D. He, and X. Li,  "Robust Unsupervised Hyperspectral Band Selection via Global Affinity Matrix Reconstruction," IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, vol. 16, 2023. (遥感领域权威期刊)

[11] M. You, X. Meng, Y. Wang, H. Jin, C. Zhai, A. Yuan*,“Hyperspectral Band Selection via Band Grouping and Adaptive Multi-Graph Constraint,'' Remote Sensing, vol. 14, no. 17, 2023. (遥感领域权威期刊)

[10] M. You, L. Ban, Y. Wang, J. Kang, G. Wang, A. Yuan*,“Unsupervised feature selection with joint self-expression and spectral analysis via adaptive graph constraints,'' Multimedia Tools and Applications (2022). (CCF C类期刊)

[9] A. Yuan, J. Huang, C. Wei, W. Zhang, N. Zhang, M. You*,“Unsupervised Feature Selection via Feature-Grouping and Orthogonal Constraint,'' ICPR 2022. (CCF C类会议，Oral)

[8] A. Yuan, J. Yu, K. Gao, X. Zuo, M. You*,“Low Rank and Semi-Nonnegative Tensor Factorization for Hyperspectral Imagery Denoising,'' IGARSS 2022. (遥感领域Top会议，Oral)

[7] W. Zhang, A. Yuan, J. Tang,“Hyperspectral Band Selection via Sparse Principal Component Analysis and Adaptive  Multiple Graph Learning,'' IGARSS 2022. (遥感领域Top会议，Oral)

[6] A. Yuan, X. Gao, M. You, and D. He, “Joint Self-expression with Adaptive Graph for Unsupervised Feature Selection,'' PRCV 2020: 185-196.

[5] A. Yuan, X. Li, and X. Lu, “FFGS: Feature fusion with gating structure for image caption generation,'' in Proceedings of the CCF Chinese Conference on Computer Vision (Springer), 2017, pp. 638-649.

[4] X. Li, A. Yuan, and X. Lu, “Multi-modal gated recurrent units for image description,” Multimedia Tools and Applications (Springer), vol. 77, no. 22, pp. 29847-29869, 2017. (CCF C类期刊，中科院分区三区期刊，IF=2.101)

[3] 孟卫锋,袁爱红,贾天龙,江一夫.高精度惯性平台十六位置自标定方案[J].中国惯性技术学报,2015,23(02):150-155.

[2] 袁爱红,孟卫锋.一种新的十六位置惯性平台自标定方法[J].弹箭与制导学报, 2015, 35 (04): 5-10.

[1] 孟卫锋,袁爱红,贾天龙,高璞.曲线光顺在惯导平台自标定中的应用[J].压电与声光, 2015, 37 (01): 154-157+161.

二、科研项目

[8]  国家自然科学基金青年项目（62306244），2024.01-2026.12，主持。

[7]  陕西省厅市联动重点项目（2022GD-TSLD-53）,2022.07-2025.06，子课题负责人。

[6]  best365体育官网平台博士科研启动基金（Z1090219095），2019.04~2021.03，主持。

[5]  陕西省自然基金青年项目（2020JQ-279），2020.01~2021.12，主持。

[4]  国家自然科学基金面上项目（61702422），面向对象的高光谱异常检测，参与。

[3]  国家重点研发计划项目（2017YFB0502900），参与。

[2]  中科院重点研发计划（QYZDB-SSW-JSC015），参与。

[1]  中科院重点研发计划（QYZDY-SSW-JSC044），参与。

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