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Sun Xiaoli

Educational level:Ph.D. and above
Professional titles: Professor

Telephone:0755-26538943
Email:xlsun@szu.edu.cn
Address:Room 420,Huixing Building

Educational level		Professional titles	Professor
Professional titles	0755-26538943	Email	xlsun@szu.edu.cn
Address	Room 420,Huixing Building	Personal Profile
Educational experience		Work experience
Research Field	Interdisciplinary research in applied mathematics and computer vision; mathematical methods in image and video processing; Pattern recognition and intelligent computing.	Honors obtained
Academic Programs		Scientific research	[1]Sun Xiaoli, Zhang Xiujun, Xu Chen, Xiao Mingqing, Tang Yuanyan. Tensorial Multi-view Representation for Saliency Detection via Non-convex Approach, IEEE Transactions on Cybernetics, 53(3):1816-1829, 2023. [2]Sun Xiaoli, Zhu Rui, Yang Ming, Zhang Xiujun, Tang Yuanyan. Sliced Sparse Gradient Induced Multi-View Subspace Clustering via Tensorial Arctangent Rank Minimization, IEEE Transactions on Knowledge and Data Engineering, DOI: 10.1109/TKDE.2022.3185126, 2022. [3]Sun Xiaoli, Hai Yang, Zhang Xiujun and Xu Chen. Adaptive Tensor Rank Approximation for Multi-view Subspace Clustering. Chinese Journal of Electronics, DOI: 10.23919/cje.2022.00.180, 2022. [4]Sun Xiaoli, Zhang Xiujun, Xiao Mingqing and Xu Chen. Blur Detection via Deep Pyramid Network with Recurrent Distinction Enhanced Modules, Neurocomputing, 414: 278-290, 2021. [5]Sun Xiaoli， Wang Qiwei，Zhang Xiujun，Xu Chen and Zhang Weiqiang. Deep Blur Detection Network with Boundary-Aware Multi-Scale Features. Connection Science, 34: 766-784, 2021. [6]Sun Xiaoli, Hai Yang, Zhang Xiujun, Xu Chen and Li Min. Fast Defocus Blur Detection Network via Global Search and Local Refinements. International Journal of Pattern Recognition and Artificial Intelligence, 35(14): 1-14, 2021. [7]Sun Xiaoli, He Zhixiang, Zhang Xiujun and Xu Chen. Diversity Induced Matrix Decomposition Model for Salient Object Detection, Pattern Recognition, 66:253-267, 2017. [8]Zhang Xiujun, Xu Chen, Sun Xiaoli and George Baciu. Schatten-q Regularizer Constrained Low Rank Subspace Clustering Model, Neurocomputing, 182: 36-47, 2016. [9]Zhang Xiujun, Sun Xiaoli, Xu Chen and George Baciu.. Multiple Feature Distinctions Based Saliency Flow Model. Pattern Recognition, 54:190–205, 2016. [10]Sun Xiaoli, Li Min and Zhang Weiqiang. An improved image denoising model based on the directed diffusion equation. Computers and Mathematics with Applications, 61(8):2177–2181, 2011.

Personal Profile

孙晓丽，山西晋中人，毕业于西安电子科技大学获应用数学专业理学博士学位。现任深圳大学数学与统计学院教授，硕士生导师。主要从事传统机器学习和智能计算中的数学问题研究。先后主持国家自然科学基金项目3项，省部级科研项目3项及市级科研项目多项。在IEEE Transactions on Knowledge and Data Engineering（TKDE）、IEEE Transactions on Cybernetics （TCYB）、Pattern Recognition（PR）等国际学术期刊和国际会议上发表科研论文30余篇，授权国家发明专利3项。协助指导博士研究生1人，独立培养硕士研究生12人。期中2人获评研究生国家奖学金，2人获评深圳大学优秀毕业研究生，1人获评优秀研究生干部，1人推荐入读香港城市大学博士研究生, 毕业后就职于北京工业大学。于2021年获评深圳大学新锐研究生导师称号。

招收数学专业硕士研究生，欢迎咨询报考。长期招聘专职研究员/博士后，欢迎联系。

Educational experience

Work experience

Research Field

Interdisciplinary research in applied mathematics and computer vision; mathematical methods in image and video processing; Pattern recognition and intelligent computing.

Honors obtained

Academic Programs

Scientific research

[1]Sun Xiaoli, Zhang Xiujun, Xu Chen, Xiao Mingqing, Tang Yuanyan. Tensorial Multi-view Representation for Saliency Detection via Non-convex Approach, IEEE Transactions on Cybernetics, 53(3):1816-1829, 2023. [2]Sun Xiaoli, Zhu Rui, Yang Ming, Zhang Xiujun, Tang Yuanyan. Sliced Sparse Gradient Induced Multi-View Subspace Clustering via Tensorial Arctangent Rank Minimization, IEEE Transactions on Knowledge and Data Engineering, DOI: 10.1109/TKDE.2022.3185126, 2022. [3]Sun Xiaoli, Hai Yang, Zhang Xiujun and Xu Chen. Adaptive Tensor Rank Approximation for Multi-view Subspace Clustering. Chinese Journal of Electronics, DOI: 10.23919/cje.2022.00.180, 2022. [4]Sun Xiaoli, Zhang Xiujun, Xiao Mingqing and Xu Chen. Blur Detection via Deep Pyramid Network with Recurrent Distinction Enhanced Modules, Neurocomputing, 414: 278-290, 2021. [5]Sun Xiaoli， Wang Qiwei，Zhang Xiujun，Xu Chen and Zhang Weiqiang. Deep Blur Detection Network with Boundary-Aware Multi-Scale Features. Connection Science, 34: 766-784, 2021. [6]Sun Xiaoli, Hai Yang, Zhang Xiujun, Xu Chen and Li Min. Fast Defocus Blur Detection Network via Global Search and Local Refinements. International Journal of Pattern Recognition and Artificial Intelligence, 35(14): 1-14, 2021. [7]Sun Xiaoli, He Zhixiang, Zhang Xiujun and Xu Chen. Diversity Induced Matrix Decomposition Model for Salient Object Detection, Pattern Recognition, 66:253-267, 2017. [8]Zhang Xiujun, Xu Chen, Sun Xiaoli and George Baciu. Schatten-q Regularizer Constrained Low Rank Subspace Clustering Model, Neurocomputing, 182: 36-47, 2016. [9]Zhang Xiujun, Sun Xiaoli, Xu Chen and George Baciu.. Multiple Feature Distinctions Based Saliency Flow Model. Pattern Recognition, 54:190–205, 2016. [10]Sun Xiaoli, Li Min and Zhang Weiqiang. An improved image denoising model based on the directed diffusion equation. Computers and Mathematics with Applications, 61(8):2177–2181, 2011.