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师资队伍

 

名: 崔春风

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4556银河国际,理学学士学位

 

工作简历

  • 2020-至今,4556银河国际,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,2021-2023

  • 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

 

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