个人简历

教育背景\r
1981.9-1985.9 辽宁大学数学系计算数学专业获理学学士学位\r
1985.9-1988.3 中科院沈阳计算所计算数学专业获理学硕士学位\r
2002.9-2007.12 北京航空航天大学计算机应用专业获工学博士学位\r
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工作简历\r
2000.9- 现在 北京航空航天大学数学与系统科学学院,教授,博导

研究领域

"计算数学:随机微分方程理论与数值逼近方法研究\r
应用调和分析:框架小波变换、各向异性多尺度变换\r
图像处理:图像压缩、融合、图像分析与理解\r
深度学习：基于深度学习的信息安全与模式识别"

近期论文

Zhengze Li, Xiaoyuan Yang, Kangqing Shen, Ridong Zhu, Jin Jiang，Information Encryption Communication System Based on the Adversarial Networks Foundation，Neurocomputing, 415,pp347–357,2020(SCI源刊)\r
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Ridong Zhu，Xiaoyuan Yang, Jingkai Wang, Zhengze Li，Real-time Least-squares Ensemble Visual,Tracking，IET Image Processing , Vol. 14 Iss. 1, pp. 53-61,2020(SCI源刊)\r
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Jingyun Lv, Xiaoyuan Yang, Approximate controllability of Hilfer fractional Differential Equations, Mathematical Methods in the Applied Sciences, Vol.43,No.1,pp242-254，2020(SCI源刊)\r
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Jingkai Wang, Xiaoyuan Yang, Ridong Zhu, Random Walks for Pansharpening in Complex Tight Framelet Domain, IEEE Transactions on Geoscience and Remote Sensing, Vol.57, No.7, pp.5121-5134,2019.(SCI源刊)\r
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Xiaoyuan Yang, Ridong Zhu, Jingkai Wang, Zhengze Li, Real-time Least Squares Transformation in Spatial and Fourier Domains for Unmanned Aerial Vehicles, Chinese Journal of Aeronautics, Vol.32,No. 7,pp.1716-1726,2019.(SCI源刊)\r
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Xiaoyuan Yang, Jingkai Wang, Ridong Zhu, Random Walks for Synthetic Aperture Radar Image Fusion in Framelet Domain, IEEE Transactions on Image Processing, Vol. 27, No. 2, pp.851-865, 2018.(SCI源刊)\r
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Xiaocui Li, Xiaoyuan Yang, Error Estimates of Finite Element Methods for Stochastic Fractional Differential Equations, Journal of Computational Mathematics, Vol. 35, No. 3, pp.346-362, 2017. (SCI源刊)\r
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Yinghan Zhang, Xiaoyuan Yang, Stochastic Elastic Equation Driven by Multiplicative Multi-parameter Fractional Noise, Stochastics and Dynamics, Vol. 17, No. 2, pp.1-22, 2017. (SCI源刊)\r
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Xiaocui Li, Xiaoyuan Yang, Yinghan Zhang, Error Estimates of Mixed Finite Element Methods for Time-Fractional Navier–Stokes Equations, Journal of Scientific Computing, Vol. 70 ,No. 2, pp.500-515, 2017. (SCI源刊)\r
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Yinghan Zhang, Xiaoyuan Yang, Difference Approximation of Stochastic Elastic Equation Driven by Infinite Dimensional Noise, Numerical Mathematics: Theory, Methods and Applications, Vol. 9, No. 1, pp.123-146. (SCI源刊)\r
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Yinghan Zhang, Xiaoyuan Yang, Stochastic Elastic Equation Driven by Fractional Brownian Motion, Stochastics: An International Journal of Probability and Stochastic Processes, Vol. 88, No. 3, pp.415-427, 2016. (SCI源刊)\r
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Xiaoyuan Yang and Xiaocui Li, Ruisheng Qi, Yinghan Zhang, Full-Discrete Finite Element Method for Stochastic Hyperbolic Equation, Journal of Computational Mathematics, Vol. 33, No. 5, pp.533–556, 2015. (SCI源刊)\r
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Yinghan Zhang, Xiaoyuan Yang, Fractional Stochastic Volterra Equation Perturbed by Fractional Brownian Motion, Appl. Math. Comput., Vol. 256, No. 1, pp.20-36, 2015.(SCI源刊)\r
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Yan Shi, Xiaoyuan Yang, Pansharpening of Multispectral Images Using the Nonseparable Framelet Lifting Transform with High Vanishing Moments, Information Fusion, Vol. 20, pp.213-224, 2014.(SCI源刊)\r
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Yan Shi, Xiaoyuan Yang, Translation Invariant Directional Framelet Transform Combined with Gabor Filters for Image Denoising, IEEE Transactions on Image Processing, Vol. 23, No. 1, pp.44-55, 2014.(SCI源刊)\r
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Juncheng Dan, Xiaoyuan Yang, Random Error Modeling and Analysis of Airborne LIDAR Systems, IEEE Transactions on Geoscience and Remote Sensing, Vol. 52, No. 7, pp.3885-3894, 2014.(SCI源刊)\r
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Reisheng Qi, Xiaoyuan Yang, Full-discrete Finite Element Method for Stochastic Elastic Equation Driven by an Additive Noise, Numerical Methods for Partial Differential Equations, Vol. 29, No. 6, pp.1946-1962, 2013.(SCI源刊)\r
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Reisheng Qi, Xiaoyuan Yang, Weak Convergence of Finite Element Method for Stochastic Elastic Equation Driven by Additive Noise, Journal of Scientific Computing，Vol. 56, No. 3, pp.450-470, 2013.(SCI源刊)\r
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Xiaoyuan Yang，Reisheng Qi, Nonconforming Finite Element Method for Stochastic Stokes Equations, Applied Mathematical Modelling，Vol. 37, No. 8, pp.6110-6118, 2013.(SCI源刊)\r
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Reisheng Qi, Xiaoyuan Yang, A Nonconforming Rectangular Finite Element Pair for the Darcy-Stokes-Brinkman Model, Numerical Methods for Partial Differential Equations, Vol. 29, No. 2, pp.510-530, 2013. (SCI)\r
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Xiaoyuan Yang, Reisheng Qi, A Posteriori Analysis of Finite Element Discretizations of Stochastic Partial Differential Delay Equations, Journal of Difference Equations and Applications, Vol. 18, No. 10, pp.1649-1663, 2012.(SCI源刊)\r
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Xiaoyuan Yang, Shi Yan, The Lifting Factorization of Wavelet Bi-frames with Arbitrary Generators, Mathematics and Computers in Simulation, Vol. 82, No. 4, pp.570- 589, 2011.(SCI源刊)\r
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Yan Shi, Xiaoyuan Yang, The Lifting Factorization and Construction of Wavelet Bi-frames with Arbitrary Generators and Scaling, IEEE Transactions on Image Processing, Vol. 20, No. 9, pp.2439-2449, 2011.(SCI源刊)\r
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Xiaoyuan Yang, Yan Shi, Construction of Parameterizations of Masks for Tight Wavelet Frames with Two Symmetric/Antisymmetric Generators and Application in Image Compression and Denosing, Journal of Computational and Applied Mathematics, Vol. 235, No. 8, pp.2112-2136, 2011.(SCI源刊)\r
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Xiaoyuan Yang, Jie Min, Yan Shi, Parametrization Construction Frame of Lifting Scheme, IET Singal Processing, Vol. 5, No. 1, pp.1-15, 2011.(SCI源刊)\r
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Xiaoyuan Yang, Yan Shi, A General Framework of the Construction of Biorthogonal Wavelets Based on Bernstein Bases: Theory Analysis and Application in Image Compression. IET Computer Vision, Vol. 5, No. 1, pp.50-67, 2011.(SCI源刊)\r
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Xiaoyuan Yang, Yan Shi, The Lifting Scheme for Wavelet Bi-frames: Theory , Structure, and Algorithm, IEEE Transactions on Image Processing,Vol. 19, No. 3, pp.612-624, 2010.(SCI源刊)\r
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Xiaoyuan Yang, Yuanyuan Duan, A Posteriori Error Estimates for Finite Element Approximation of Unsteady Incompressible Stochastic Navier-Stokes Equations, SIAM Journal on Numerical Analysis, Vol. 48, No. 4, pp.1579-1600, 2010.(SCI源刊)\r
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Xiaoyuan Yang, etc, Lifting Construction Based on Bernstein Bases and Application in Image Compression, IET Image Processing, Vol. 4, No. 5, pp.385-402, 2010.(SCI源刊)\r
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Xiaoyuan Yang, Wei Wang, Yuanyuan Duan, The Approximation of a Crank-Nicolson Scheme for the Stochastic Navier-Stokes Equations, Journal of Computational and Applied Mathematics, Vol. 225, No. 1, pp.31-43, 2009. (SCI源刊)\r
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Xiaoyuan Yang, Hui Ren, Embedded Zerotree Wavelets Coding Based on Adaptive Fuzzy Clustering for Image Compression, Image and Vision Computing, Vol. 26, No. 6, pp.812-819, 2008. (SCI源刊)\r
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Rui Yang, Xiaoyaun Yang, Fractal Image Compression Algorithms Based on Possibility theory,Fractals-Complex Geometry Patterns and Scaling in Nature and Society, Vol. 15, No. 2, pp.183-195, 2007. (SCI源刊)
国际权威期刊《IEEE Transactions on Signal Processing》、《Information Sciences》、《IEEE Transactions on Image Processing》、《International Journal of Computer Mathematics》、《IET signal Processing》、《IET Control Theory & Applications》等审稿人.