师资队伍

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

• 2011-2016，中科院数学与系统科学研究院，理学博士学位

• 2007-2011，吉林大学hjc888老品牌黄金城，理学学士学位

工作简历

• 2020-至今，hjc888老品牌黄金城，准聘教授

• 2017-2020，美国加州大学圣塔芭芭拉分校，博士后

• 2016-2017，香港城市大学，博士后

科研项目

• 国家海外高层次青年人才基金，主持，2021年-2023年

• 国自然数学天元重点基金，共同主持，2022年-2025年

• 北京航空航天大学青年科学家团队，主持，2022-2024年

• 国家自然科学基金重点项目，参与，2022年-2026年

代表作论著

• Chunfeng Cui and Liqun Qi, A Power Method for Computing the Dominant Eigenvalue of a Dual Quaternion Hermitian Matrix, 2023, arXiv:2304.04355.

• Liqun Qi, Xiangke Wang, Chunfeng Cui, Augmented Quaternion and Augmented Unit Quaternion Optimization, 2023, arXiv:2301.03174

• Ying Gao, Yunfei Qu, Chunfeng Cui, Deren Han, Improving the generalization via coupled tensor norm regularization, 2023, arXiv:2302.11780

• Chunfeng Cui, Ziyan Luo, Liqun Qi, and Hong Yan. The analytic connectivity in uniform hypergraphs: Properties and computation, accepted by Numerical Analysis and Applications. https://doi.org/10.1002/nla.2468

• Qingsong Wang, Chunfeng Cui,  and Deren Han,  Accelerated Doubly Stochastic Gradient Descent for Tensor CP Decomposition, Journal of Optimization Theory and Applications, https://doi.org/10.1007/s10957-023-02193-5

• 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

• 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

• 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

• 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

• 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

• 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)

• 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)

• 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.

• 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

• 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)

• 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

• 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

• 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

• 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

• 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

• 最优化理论与方法，大三，秋季学期

• 不确定性量化与机器学习，研究生，秋季学期

• 数学与统计实验，研究生，春季学期

• 本科生研讨课，大三，春季学期

所获奖励

• 中国数学会钟家庆数学奖，2019

• 最佳论文奖：《中国科学：数学》中文版，IEEE EPEPS，IEEE TCPMT

社会工作

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