姓 名： 崔春风
职 称： 准聘教授
所属系别： 统计与运筹系
学科专业： 最优化理论与方法
办公地点： 沙河主楼E703-3
办公电话：
电子邮箱： chunfengcui(at)buaa.edu.cn
教育背景
l 2011-2016，中科院数学与系统科学研究院，理学博士学位
l 2007-2011，吉林大学数学科学学院，理学学士学位
工作简历
l 2020-至今，北京航空航天大学数学科学学院，准聘教授
l 2017-2020，美国加州大学圣塔芭芭拉分校，博士后
l 2016-2017，香港城市大学，博士后
科研项目
l 国家海外高层次青年人才基金，主持，2021年-2023年
l 国自然数学天元重点基金，共同主持，2022年-2025年
l 北京航空航天大学青年科学家团队，主持，2022-2024年
l 国家自然科学基金重点项目，参与，2022年-2026年
l 国家自然科学基金面上项目，主持，2025年-2028
代表作论著
2020-2025
1. C. Cui, L. Qi and X. Xu, PSD and SOS Biquadratic Polynomials, July 2025, arXiv:2506.17260v3.
2. L. Qi, C. Cui, and X. Xu, Quasi-Irreducibility of Nonnegative Biquadratic Tensor, Mathematics 13, 2066, 2025.
3. X. Chen, C. Cui, and D. Han, Convergence of Three-Block ADMM for Weakly Convex Optimization Problems, SIAM Journal on Imaging Sciences 18 (1) 449-493, 2025.
4. C. Cui and L. Qi, “Nonnegative biquadratic tensors”, March 2025, arXiv:2503.16176v2.
5. L. Qi and C. Cui, “Biquadratic tensors: Eigenvalues and structured tensors”, March 2025, arXiv:2502.06447v2.
6. L. Qi and C. Cui, “Strongly positive semi-definite tensors and strongly SOS tensors”, January 2025, arXiv:2501.01250v2.
7. C. Cui, L. Qi and Y. Chen, “Even order Pascal tensors are positive definite”, Mathematics 13 (2025) No. 482.
8. L. Qi, C. Cui and C. Ouyang, “Dual quaternion directed graphs, formation control and general weighted directed graphs”, Discrete Applied Mathematics 372 (2025) 197-209.
9. C. Cui and L. Qi, A genuine extension of the Moore-Penrose inverse to dual matrices”, Journal of Computational and Applied Mathematics 454 (2025) No. 116185.
10. Ying Gao, Yunfei Qu, Chunfeng Cui, Deren Han. Improving the generalization via coupled tensor norm regularization, Pacific Journal of Optimization 21(2) 307-325, 2025.
11. Ying Gao, Chunfeng Cui, Wenxing Zhang, Deren Han. Extended alternating structure-adapted proximal gradient algorithm for nonconvex nonsmooth problems, June 2024, arXiv:2406.17226.
12. X. Chen, C. Cui, D. Han and L. Qi, “Non-convex pose graph optimization in SLAM via proximal linearized Riemannian ADMM”, Journal of Optimization Theory and Applications， 206: 78, 2025.
13. Z. Liu, Q. Wang, C. Cui and Y. Xia, Inertial accelerated stochastic mirror descent for large-scale generalized tensor CP decomposition. Computational Optimization and Applications 91, 201-233 (2025).
14. L. Qi, X. Wang and C. Cui, “Augmented quaternion and augmented unit quaternion optimization”, Communications in Mathematical Sciences, Vol. 23, Issue 1 (2025), pp. 1-14.
15. L. Qi and C. Cui, “Eigenvalues and Jordan forms of dual complex matrices”, Communications on Applied Mathematics and Computation, Volume 7, pages 1225-1241, (2025).
16. L. Qi and C. Cui, “Dual Markov chain and dual number matrices with nonnegative standard parts”, Communications on Applied Mathematics and Computation DOI.10.1007/s42967-024-00388-9.
17. Q. Wang, C. Cui, and D. Han, A Momentum Accelerated Algorithm for ReLU-based Nonlinear Matrix Decomposition, IEEE Signal Processing Letters, vol. 31, pp. 2865-2869, 2024.
18. C. Cui, Y. Lu, L. Qi and L. Wang, “Spectral properties of dual unit gain graphs”, Symmetry 16 (2024) No. 1142.
19. L. Qi and C. Cui, “Eigenvalues of dual Hermitian matrices with application in formation control”, SIAM Journal on Matrix Analysis and Applications 45 (2024) 2135-2154.
20. C. Cui, L. Qi, G. Song and Q. Wang, “Moore determinant of dual quaternion Hermitian matrices”, Computational and Applied Mathematics, 43 (2024) No. 365.
21. C. Cui and L. Qi, “A power method for computing the dominant eigenvalue of a dual quaternion Hermitian matrix”, Journal of Scientific Computing 100 (2024) No. 21.
22. Qingsong Wang, Zehui Liu, Chunfeng Cui, and Deren Han. A Bregman proximal stochastic gradient method with extrapolation for nonconvex nonsmooth problems. In Association for the Advancement of Artificial Intelligence (AAAI), 2024.
23. Chunfeng Cui, Ziyan Luo, Liqun Qi, and Hong Yan. The analytic connectivity in uniform hypergraphs: Properties and computation, Numerical Linear Algebra with Applications, 20(2), e2468, 2023
24. Qingsong Wang, Chunfeng Cui, and Deren Han. Accelerated Doubly Stochastic Gradient Descent for Tensor CP Decomposition, Journal of Optimizaton Theory and Applications, 197, 665-704, 2023
25. Qingsong Wang, Zehui Liu, Chunfeng Cui, and Deren Han. Inertial accelerated SGD algorithms for solving large-scale lower-rank tensor CP decomposition Problems, Journal of Computational and Applied Mathematics, 423: 114948, 2023
26. Qingsong Wang, Chunfeng Cui, and Deren Han, A Momentum Block-Randomized Stochastic Algorithm for Low-Rank Tensor CP Decomposition, Pacific Journal of Optimization, 17(3), 433-452, 2021
27. Chunfeng Cui, Kaiqi Zhang, Talgat Daulbaev, Julia Gusak, Ivan Oseledets, and Zheng Zhang, Active Subspace of Neural Networks: Structural Analysis and Universal Attacks, SIAM Journal on Mathematics of Data Science, 2(4), 1096-1122, 2020
2019年以前
28. Chunfeng Cui and Zheng Zhang. Stochastic collocation with non-Gaussian correlated process variations: theory, algorithms and applications. IEEE Trans. Components, Packaging and Manufacturing Technology (TCPMT), 9(7): 1362-1375, 2019
29. Chunfeng Cui and Zheng Zhang. High-dimensional uncertainty quantification of electronic and photonic IC with non-Gaussian correlated process variations, IEEE Trans. CAD of Integrated Circuits and Systems (TCAD), 39(8), 1649-166-, 2019
30. Chunfeng Cui*, Kaikai Liu*, and Zheng Zhang. Yield Optimization for Photonics Integrated Circuits under non-Gaussian Correlated Chance Constraints, IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems , 39 (12), 4958 - 4970, 2020 (* Equally contributing authors)
31. Chunfeng Cui, Max Gershman, and Zheng Zhang. Stochastic collocation with non-Gaussian correlated parameters via a new quadrature rule, in Proc. IEEE Conference on Electrical Performance of Electronic Packaging and Systems (EPEPS), pp. 57-59, San Jose, CA, Oct. 2018 (Best Conference Paper Award)
32. Yin-Ying Wang, Chunfeng Cui, Liqun Qi, Hong Yan, and Xing-Ming Zhao. Repositioning drugs based on projection onto convex sets. IEEE/ACM Transactions on Computational Biology and Bioinformatics, 16(1): 154-162, 2019.
33. Chunfeng Cui, Qingna Li, Liqun Qi, and Hong Yan. A quadratic penalty method for hypergraph matching. Journal of Global Optimization 70(1): 237-259, 2018
34. Mingming Liu, Chunfeng Cui, Xiaojiao Tong, and Yu-Hong Dai. Algorithms, softwares and recent developments of mixed integer nonlinear programming. Scientia Sinica Mathematica 46(1):1-20, 2016 (Best Journal Paper Award)
35. Minru Bai, Xiongjun Zhang, Guyan Ni, and Chunfeng Cui. An adaptive correction approach for tensor completion. SIAM Journal on Imaging Sciences 9(3):1298-1323, 2016
36. Chunlin Hao, Chunfeng Cui, and Yu-Hong Dai. A feasible trust-region method for calculating extreme Z-eigenvalues of symmetric tensors. Pacific Journal of Optimization 11(2):291-307, 2015
37. Chunlin Hao, Chunfeng Cui, and Yu-Hong Dai. A sequential subspace projection method for extreme Z-eigenvalues of supersymmetric tensors. Numerical Linear Algebra with Applications 22(2):283-298, 2015
38. Bo Jiang, Chunfeng Cui, and Yu-Hong Dai. Unconstrained optimization models for computing several extreme eigenpairs of real symmetric matrices. Pacific Journal of Optimization 10(1): 55-71, 2014
39. Chunfeng Cui,Yu-Hong Dai, and Jiawang Nie. All real eigenvalues of symmetric tensors. SIAM Journal on Matrix Analysis and Applications 35(4): 1581-1601, 2014
教学活动
l 最优化理论与方法，大三，秋季学期
l 数学与统计实验，研究生，春季学期
l 最优化理论与方法I，研究生，秋季学期
l 学科综合科，研究生，春季学期
l 本科生研讨课，大三，春季学期
l 不确定性量化与机器学习，研究生，秋季学期
所获奖励
l 北京运筹学会青年优秀论文，2024
l 中国数学会钟家庆数学奖，2019
l 最佳论文奖：《中国科学：数学》中文版，IEEE EPEPS，IEEE TCPMT
社会工作
l 中国运筹学会副秘书长
l 中国运筹学会数学规划分会青年理事
l 中国运筹学会算法软件与应用分会理事
推荐链接
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