陈艳男个人简历
基本资料
姓 名：
陈艳男
英 文 名：
Chen, Yannan
性 别：
男
出生年月：
1981-7-17
籍 贯：
江苏
政治面貌：
中共党员
学 位：
博士
职 称：
副教授
研究领域：
张量计算与应用
联系方式：
ynchen (at) scnu.edu.cn
工作经历
教育经历：
2004--2007 南京师范大学 计算数学专业硕士研究生
2010--2013 南京师范大学 计算数学专业博士研究生
工作经历：
2007--2013 南京林业大学 理学院应用数学系
2013--2019 郑州大学 数学与统计学院
2019--至今 华南师范大学 数学科学学院
访学经历：
2014 中国科学院
2015 香港理工大学应用数学系
2016--2019 香港理工大学应用数学系
科研成果
科研项目：
1. 主持国家自然科学基金面上项目 (11771405), 2018--2021 (在研)。
2. 主持国家自然科学基金青年科学基金项目 (11401539), 2015--2017。
3. 参与国家自然科学基金面上项目 (11171159), 2012-2015。
科研奖励：
1. 2020年度广东省自然科学奖---贰等奖（排名第三）。
2. 河南省自然科学优秀学术论文壹等奖。
出版教材
L. Qi, H. Chen, and Y. Chen, Tensor Eigenvalues and Their Applications, Springer Singapore 2018.
科研论文
1. Y. Chen, L. Qi, and X. Zhang, Color image completion using a low-rank quaternion matrix approximation, to appear in Pacific Journal of Optimization, 2021.
2. Y. Chen, A. Jakli, and L. Qi, The C-eigenvalue of third order tensors and its application in crystals, to appear in Journal of Industrial & Management Optimization, 2021.
3. M. Li, Y. Chen, W. Li, and M. Xiao, Nonconvex tensor robust principal component analysis approximation model via the weighted p-norm regularization, to appear in Journal of Scientific Computing, 2021.
4. D. Liu, W. Li and Y. Chen, Cyclic stationary probability distribution of second order Markov chains and its applications, Pacific Journal of Optimization, 17(3): 415–432, 2021.
5. Y. Chen, X. Zhang, L. Qi, and Y. Xu, A Barzilai–Borwein gradient algorithm for spatio-temporal internet traffic data completion via tensor triple decomposition, Journal of Scientific Computing, 88:65, 2021.
6. L. Qi, X. Zhang and Y. Chen, A tensor rank theory and maximum full rank subtensors, Communications in Mathematical Sciences, 19(1): 273–286, 2021.
7. L. Qi, Y. Chen, M. Bakshi, and X. Zhang, Triple decomposition and tensor recovery of third order tensors, SIAM Journal on Matrix Analysis and Applications, 42(1): 299-329, 2021.
8. Y. Chen, H. Sun, H. Xu, Decomposition and discrete approximation methods for solving two-stage distributionally robust optimization problems, Computational Optimization and Applications 78: 205–238, 2021.
9. Y. Chen, M. Xi, and H. Zhang, A derivative-free geometric algorithm for optimization on a sphere, CSIAM Transactions on Applied Mathematics, 1(4): 766–801, 2020.
10. Y. Chen and J. Chang, A trust region algorithm for computing extreme eigenvalues of tensors, Numerical Algebra, Control and Optimization, 10(4): 475–485, 2020.
11. J. Chang, Y. Chen, L. Qi, and H. Yan, Hypergraph clustering using a new Laplacian tensor with applications in image processing, SIAM Journal on Imaging Sciences, 13(3): 1157–1178, 2020.
12. M. Xi, W. Sun, Y. Chen, and H. Sun, A derivative-free algorithm for spherically constrained optimization, Journal of Global Optimization, 76: 841–861, 2020.
13. Z. Chen, Y. Chen, L. Qi, and W. Zou, Two irreducible functional bases of isotropic invariants of a fourth order three-dimensional symmetric and traceless tensor, Mathematics and Mechanics of Solids, 24(10): 3092–3102, 2019.
14. Z. Ming, L. Zhang, and Y. Chen, An irreducible polynomial functional basis of two-dimensional Eshelby tensors, to appear in Applied Mathematics and Mechanics (English Edition), 2019.
15. Y. Chen, S. Hu, L. Qi, and W. Zou, Irreducible function bases of isotropic invariants of a third order three-dimensional symmetric and traceless tensor, Frontiers of Mathematics in China, 14(1): 1-16, 2019.
16. Y. Chen, W. Sun, M. Xi, and J. Yuan, A seminorm regularized alternating least squares algorithm for canonical tensor decomposition, Journal of Computational and Applied Mathematics, 347: 296-313, 2019.
17. Y. Chen, L. Qi, and E.G. Virga, Octupolar tensors for liquid crystals, Journal of Physics A: Mathematical and Theoretical, 51(2): 025206, 2018.
18. H. Chen, Y. Chen, G. Li, and L. Qi, A semidefinite program approach for computing the maximum eigenvalue of a class of structured tensors and its applications in hypergraphs and copositivity test, Numerical Linear Algebra with Applications, 25(1): e2125(1-16), 2018.
19. Y. Chen, L. Qi, and X. Zhang, The Fiedler vector of a Laplacian tensor for hypergraph partitioning, SIAM Journal on Scientific Computing, 39(6): A2508-A2537, 2017.
20. J. Chang, Y. Chen, and L. Qi, Computing eigenvalues of large scale sparse tensors arising from a hypergraph, SIAM Journal on Scientific Computing, 38(6): A3618-A3643, 2016.
21. Y. Chen, L. Qi, and Q. Wang, Computing extreme eigenvalues of large scale Hankel tensors, Journal of Scientific Computing, 68(2): 716-738, 2016.
22. Y. Chen, Y. Dai, and D. Han, Fiber orientation distribution estimation using a Peaceman-Rachford splitting method, SIAM Journal on Imaging Sciences, 9(2): 573-604, 2016.
23. Y. Chen, L. Qi, and Q. Wang, Positive semi-definiteness and sum-of-squares property of fourth order four dimensional Hankel tensors, Journal of Computational and Applied Mathematics, 302: 356-368, 2016.
24. L. Qi, Q. Wang, and Y. Chen, Three dimensional strongly symmetric circulant tensors, Linear Algebra and its Applications, 482: 207-220, 2015.
25. Y. Chen and W. Sun, A dwindling filter line search method for unconstrained optimization, Mathematics of Computation, 84(291): 187-208, 2015.
26. Y. Chen, Y. Dai, D. Han and W. Sun, Positive semidefinite generalized diffusion tensor imaging via quadratic semidefinite programming, SIAM Journal on Imaging Sciences, 6(3): 1531-1552, 2013.
27. X. Cai, Y. Chen and D. Han, Nonnegative tensor factorizations using an alternating direction method, Frontiers of Mathematics in China, 8(1): 3-18, 2013.
28. Y. Chen, Successive unconstrained dual optimization method for rank-one approximation to tensors, Journal of Applied Mathematics and Computing, 38(1-2): 9-23, 2012.
29. Y. Chen, D. Han and L. Qi, New ALS methods with extrapolating search directions and optimal step size for complex-valued tensor decompositions, IEEE Transactions on Signal Processing, 59(12): 5888-5898, 2011.
30. Y. Chen and W. Sun, A new nonmonotone optimization method with trust region and second order line search, Numerical Mathematics: A Journal of Chinese Universities, 32(4): 369-386, 2010. (in Chinese).
2. Y. Chen, A. Jakli, and L. Qi, The C-eigenvalue of third order tensors and its application in crystals, to appear in Journal of Industrial & Management Optimization, 2021.
3. M. Li, Y. Chen, W. Li, and M. Xiao, Nonconvex tensor robust principal component analysis approximation model via the weighted p-norm regularization, to appear in Journal of Scientific Computing, 2021.
4. D. Liu, W. Li and Y. Chen, Cyclic stationary probability distribution of second order Markov chains and its applications, Pacific Journal of Optimization, 17(3): 415–432, 2021.
5. Y. Chen, X. Zhang, L. Qi, and Y. Xu, A Barzilai–Borwein gradient algorithm for spatio-temporal internet traffic data completion via tensor triple decomposition, Journal of Scientific Computing, 88:65, 2021.
6. L. Qi, X. Zhang and Y. Chen, A tensor rank theory and maximum full rank subtensors, Communications in Mathematical Sciences, 19(1): 273–286, 2021.
7. L. Qi, Y. Chen, M. Bakshi, and X. Zhang, Triple decomposition and tensor recovery of third order tensors, SIAM Journal on Matrix Analysis and Applications, 42(1): 299-329, 2021.
8. Y. Chen, H. Sun, H. Xu, Decomposition and discrete approximation methods for solving two-stage distributionally robust optimization problems, Computational Optimization and Applications 78: 205–238, 2021.
9. Y. Chen, M. Xi, and H. Zhang, A derivative-free geometric algorithm for optimization on a sphere, CSIAM Transactions on Applied Mathematics, 1(4): 766–801, 2020.
10. Y. Chen and J. Chang, A trust region algorithm for computing extreme eigenvalues of tensors, Numerical Algebra, Control and Optimization, 10(4): 475–485, 2020.
11. J. Chang, Y. Chen, L. Qi, and H. Yan, Hypergraph clustering using a new Laplacian tensor with applications in image processing, SIAM Journal on Imaging Sciences, 13(3): 1157–1178, 2020.
12. M. Xi, W. Sun, Y. Chen, and H. Sun, A derivative-free algorithm for spherically constrained optimization, Journal of Global Optimization, 76: 841–861, 2020.
13. Z. Chen, Y. Chen, L. Qi, and W. Zou, Two irreducible functional bases of isotropic invariants of a fourth order three-dimensional symmetric and traceless tensor, Mathematics and Mechanics of Solids, 24(10): 3092–3102, 2019.
14. Z. Ming, L. Zhang, and Y. Chen, An irreducible polynomial functional basis of two-dimensional Eshelby tensors, to appear in Applied Mathematics and Mechanics (English Edition), 2019.
15. Y. Chen, S. Hu, L. Qi, and W. Zou, Irreducible function bases of isotropic invariants of a third order three-dimensional symmetric and traceless tensor, Frontiers of Mathematics in China, 14(1): 1-16, 2019.
16. Y. Chen, W. Sun, M. Xi, and J. Yuan, A seminorm regularized alternating least squares algorithm for canonical tensor decomposition, Journal of Computational and Applied Mathematics, 347: 296-313, 2019.
17. Y. Chen, L. Qi, and E.G. Virga, Octupolar tensors for liquid crystals, Journal of Physics A: Mathematical and Theoretical, 51(2): 025206, 2018.
18. H. Chen, Y. Chen, G. Li, and L. Qi, A semidefinite program approach for computing the maximum eigenvalue of a class of structured tensors and its applications in hypergraphs and copositivity test, Numerical Linear Algebra with Applications, 25(1): e2125(1-16), 2018.
19. Y. Chen, L. Qi, and X. Zhang, The Fiedler vector of a Laplacian tensor for hypergraph partitioning, SIAM Journal on Scientific Computing, 39(6): A2508-A2537, 2017.
20. J. Chang, Y. Chen, and L. Qi, Computing eigenvalues of large scale sparse tensors arising from a hypergraph, SIAM Journal on Scientific Computing, 38(6): A3618-A3643, 2016.
21. Y. Chen, L. Qi, and Q. Wang, Computing extreme eigenvalues of large scale Hankel tensors, Journal of Scientific Computing, 68(2): 716-738, 2016.
22. Y. Chen, Y. Dai, and D. Han, Fiber orientation distribution estimation using a Peaceman-Rachford splitting method, SIAM Journal on Imaging Sciences, 9(2): 573-604, 2016.
23. Y. Chen, L. Qi, and Q. Wang, Positive semi-definiteness and sum-of-squares property of fourth order four dimensional Hankel tensors, Journal of Computational and Applied Mathematics, 302: 356-368, 2016.
24. L. Qi, Q. Wang, and Y. Chen, Three dimensional strongly symmetric circulant tensors, Linear Algebra and its Applications, 482: 207-220, 2015.
25. Y. Chen and W. Sun, A dwindling filter line search method for unconstrained optimization, Mathematics of Computation, 84(291): 187-208, 2015.
26. Y. Chen, Y. Dai, D. Han and W. Sun, Positive semidefinite generalized diffusion tensor imaging via quadratic semidefinite programming, SIAM Journal on Imaging Sciences, 6(3): 1531-1552, 2013.
27. X. Cai, Y. Chen and D. Han, Nonnegative tensor factorizations using an alternating direction method, Frontiers of Mathematics in China, 8(1): 3-18, 2013.
28. Y. Chen, Successive unconstrained dual optimization method for rank-one approximation to tensors, Journal of Applied Mathematics and Computing, 38(1-2): 9-23, 2012.
29. Y. Chen, D. Han and L. Qi, New ALS methods with extrapolating search directions and optimal step size for complex-valued tensor decompositions, IEEE Transactions on Signal Processing, 59(12): 5888-5898, 2011.
30. Y. Chen and W. Sun, A new nonmonotone optimization method with trust region and second order line search, Numerical Mathematics: A Journal of Chinese Universities, 32(4): 369-386, 2010. (in Chinese).