秦泗甜

2001年9月—2005年7月 煙台師範學院數學與應用數學專業，獲理學學士學位；

2005年9月—2010年7月 哈爾濱工業大學基礎數學專業碩博連讀，獲理學博士學位。

2012年10月—2015年10月 大連理工大學控制科學與工程博士後 ^[1] 

2010.07-2013.08 哈爾濱工業大學（威海）數學系 講師

2013.09-2018.08 哈爾濱工業大學（威海）數學系 副教授

2018.09-至今 哈爾濱工業大學（威海）數學系 教授

2013.06-至今 哈爾濱工業大學（威海）應用數學專業 碩士研究生導師

2016.04-至今 哈爾濱工業大學運籌學與控制論專業 博士研究生導師

2015.01-2015.02 香港中文大學機械與自動化 Research Associate ^[1] 

2017.08-2017.09 香港理工大學應用數學 Research Associate ^[1] 

2017.12-2018.01 香港理工大學應用數學 Research Associate ^[1] 

2018.01-2018.02 香港城市大學計算機科學 Senior Research Associate ^[1] 

神經動力學優化 ^[1] 

神經網絡動力學行為 ^[1] 

多智能體與分佈式優化 ^[1] 

2016年黑龍江省科學技術獎二等獎，本人排序：4

2012年黑龍江省高校科學技術獎一等獎，本人排序：5

2015年第四屆中國大學出版社圖書獎二等獎，本人排序：2 ^[1] 

主持以下國家級科研基金： ^[1] 

（1）基於神經動力學優化方法的幾類優化問題研究

（國家自然科學基金面上項目，編號: 61773136）

（2）基於微分包含的憶阻神經網絡動力學行為與偽凸優化研究

（國家自然科學基金青年基金，編號: 61403101）

（3）非光滑神經網絡動力學性質研究及其在優化中的應用

（國家自然科學基金數學天元項目，編號: 11126218）

（4）憶阻神經網絡動力學性質研究 ^[1] 

（中國博士後基金面上項目，編號: 2013M530915）

作為主要參加人參與以下省部級基金： ^[1] 

（1）帶有基數罰稀疏優化模型的理論與算法研究

（國家自然科學基金面上項目，編號: 11871178，排序：2）

（2）約束非光滑非凸優化問題算法的理論研究與應用

（國家自然科學基金青年基金，編號: 11101107，排序：2）

（3）非Lipschitz優化問題的理論算法研究及其在稀疏解還原問題中的應用

（國家自然科學基金面上項目，編號: 11471088，排序：3）

（4）時滯微分方程的分支問題

（山東省自然科學基金面上項目，編號: ZR2011AM004，排序：3）

主持以下教學研究項目： ^[1] 

工科研究生《現代數學基礎》精品課程建設， 哈工大（威海）研究生教改項目

數學學科研究生分析類課程羣建設研究與探索，哈工大研究生教改項目

主講以下研究生課程：

現代數學基礎 工科研究生

非線性分析 數學系研究生

泛函分析 數學系研究生

主講以下本科生課程：

實變函數 數學系本科生

解析幾何 數學系本科生

現代數學基礎知識選講 數學系本科生

數學專業導論課 數學系本科生

科技論文寫作軟件CTEX入門指導 創新研修課 ^[1] 

中科院一區或領域top期刊 ^[1] 

(1) Na Liu and Sitian Qin*. A Novel Neurodynamic Approach to Constrained Complex-variable Pseudoconvex Optimization .IEEE Transactions on Cybernetics(regular paper), 49(11), 3946-3956,2019.

(SCI,影響因子：8.803，工程技術領域top期刊，中科院一區期刊；JCR一區期刊)

(2) Sitian Qin* and Xiaoping Xue. A Two-layer Recurrent Neural Network for Non-smooth Convex Optimization Problems .IEEE Transactions on Neural Networks and Learning Systems (regular paper), 26（6），1149-1160,2015

(SCI,影響因子：7.982，工程技術領域top期刊，中科院一區期刊；JCR一區期刊)

(3) Sitian Qin, Xinyi Le and Jun Wang*. A Neurodynamic Optimization Approach to Bilevel Quadratic Programming .IEEE Transactions on Neural Networks and Learning Systems (regular paper),28(11),2580 - 2591,2017

(SCI,影響因子：7.982，工程技術領域top期刊，中科院一區期刊；JCR一區期刊)

(4) Sitian Qin; Xiudong Yang, Xiaoping Xue*, Jiahui Song. A One-Layer Recurrent Neural Network for Pseudoconvex Optimization Problems With Equality and Inequality Constraints,IEEE Transactions on Cybernetics(regular paper),47(10),3063-3074,2017

(SCI,影響因子：8.803，中科院一區期刊，工程技術領域top期刊, JCR一區期刊)

(5) Sitian Qin and Xiaoping Xue*. Dynamical Analysis of Neural Networks of Subgradient System.IEEE Transactions on Automatic Control,55(10), 2347-2352, 2010.

(SCI,影響因子：5.007，自動化與控制領域top期刊，中科院二區雜誌；JCR一區期刊)

(6) Sitian Qin,Jiqiang Feng, Jiahui Song, Xingnan Wen and Chen Xu*. A One-Layer Recurrent Neural Network for Constrained Complex-variable Convex Optimization.IEEE Transactions on Neural Networks and Learning Systems(regular paper),29(3), 534-544,2018

(SCI,影響因子：7.982，工程技術領域top期刊，中科院一區期刊；JCR一區期刊)

(7) Sitian Qin,Qiang Ma, Jiqiang Feng, Chen Xu*. Multistability of Almost Periodic Solution for Memristive Cohen-Grossberg Neural Networks with Mixed Delays.IEEE Transactions on Neural Networks and Learning Systems(regular paper),Accepted

(SCI,影響因子：11.683，工程技術領域top期刊，中科院一區期刊；JCR一區期刊)

(8) Xinrui Jiang,Sitian Qin,Xiaoping Xue*, A Continuous-time Algorithm for Approximate Distributed Optimization with Affine Equality and Convex Inequality Constraints，IEEE Transactions on Systems, Man and Cybernetics: Systems，accepted.

(SCI, 影響因子：7.351，工程技術領域top期刊，中科院一區期刊；JCR一區期刊)

(9) Sitian Qin and Xiaoping Xue*. Periodic Solutions for Nonlinear Differential Inclusions with Multivalued Perturbations .Journal of Mathematical Analysis and Applications,2015, 424(2), 988-1005

(SCI,影響因子：1.138，數學類top期刊，中科院二區期刊；JCR一區期刊)

(10)Sitian Qin,Dejun Fan*, Peng Su, Qinghe Liu. A Simplified Recurrent Neural Network for Pseudoconvex Optimization Subject to Linear Equality Constraints,Communications in Nonlinear Science and Numerical Simulation, 19(4), pp789-798, 2014.

(SCI,影響因子：3.181，中科院二區期刊；數學類top期刊, JCR一區期刊)

(11)Sitian Qin*, Jingxue Xu, Xin Shi. Convergence Analysis for Second-order Interval Cohen-Grossberg Neural Networks,Communications in Nonlinear Science and Numerical Simulation. 19(8), pp2747-2757,2014.

(SCI,影響因子：3.181，中科院二區期刊；數學類top期刊, JCR一區期刊)

(12)Sitian Qin and Xiaoping Xue*, Peng Wang. Global Exponential Stability of Almost Periodic Solution of Delayed Neural Networks with Discontinuous Activations.Information Sciences, 220, pp 367-378, 2013.

(SCI,影響因子：4.305，中科院二區期刊；計算機類top期刊, JCR一區期刊，被基本科學指標數據庫ESI（Essential Science Indicators）2015年7月評為高被引論文)

(13)Na Liu and Sitian Qin*. A Neurodynamic Approach to Nonlinear Optimization Problems with Affine Equality and Convex Inequality Constraints,Neural Networks, 109,147-158,2019.

(SCI,影響因子：5.785，中科院一區,工程技術領域top期刊；JCR一區)

(14)Wei Bian*, Litao Ma,Sitian Qin, Xiaoping Xue. Neural network for nonsmooth pseudoconvex optimization with general convex constraints,Neural Networks,101 (2018) 1–14.

(SCI,影響因子：7.197，中科院一區,工程技術領域top期刊；JCR一區)

(15)Wenwen Jia,Sitian Qin*, XiaopingXue. A Generalized Neural Network forDistributed Nonsmooth Optimization with Inequality Constraint,NeuralNetworks, 119(2019), 46-56.

(SCI,影響因子：5.785，中科院一區,工程技術領域top期刊；JCR一區)

(16)Chen Xu, Yiyuan Chai,Sitian Qin, Zhenkun Wang, Jiqiang Feng*. A Neurodynamic Approach to Nonsmooth Constrained Pseudoconvex Optimization Problem，Neural Networks,Accepted

(SCI,影響因子：5.785，中科院一區,工程技術領域top期刊；JCR一區)

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中科院二區 ^[1] 

(1) Sitian Qin, Jun Wang*, Xiaoping Xue. Convergence and Attractivity of Memristor-Based Cellular Neural Networks with Time Delays, Neural Networks,2015,63,272-281

(SCI, 影響因子：3.216，中科院二區期刊；JCR一區期刊)

(2) Sitian Qin, Dejun Fan, Guangxi Wu, Lijun Zhao. Neural Network for Constrained Nonsmooth Optimization Using Tikhonov Regularization, Neural Networks,2015,63,223-233.

(SCI, 影響因子：3.216，中科院二區期刊；JCR一區期刊)

(3) Sitian Qin, Yadong Liu, Xiaoping Xue*, Fuqiang Wang. A neurodynamic approach to convex optimization problems with general constraint, Neural Networks, 84 (2016) 113–124.

(SCI, 影響因子：5.287，中科院二區期刊；JCR一區期刊)

(4) Sitian Qin and Xiaoping Xue*. Evolution Inclusions with Clarke Subdifferential Type in Hilbert Space. Mathematical and Computer Modelling, 51(5), 550-561, 2010.

(SCI, 影響因子：1.366，中科院二區期刊；JCR一區期刊)

(5) Sitian Qin, Wei Bian and Xiaoping Xue*. A New One-Layer Recurrent Neural Network for Nonsmooth Pseudoconvex Optimization. Neurocomputing， 120(23), 655-662, 2013 .

(SCI, 影響因子：2.005，中科院二區期刊；JCR一區期刊)

(6) Sitian Qin and Xiaoping Xue*. Dynamical Behavior of a Class of Nonsmooth Gradient-like Systems. Neurocomputing，13-15(73), 2632-2641, 2010.

(SCI, 影響因子：1.442，中科院二區期刊；JCR一區期刊)

(7) Sitian Qin, Qun Cheng, Guofang Chen*. Global Exponential Stability of Uncertain Neural Networks with Discontinuous Lurie-type Activation and Mixed Delays, Neurocomputing,198.12-19,2016

(SCI, 影響因子：3.317，中科院二區期刊；JCR一區期刊)

(8) Qiang Ma,Sitian Qin,Tao Jin*. Complex Zhang Neural Networks for Complex-Variable Dynamic Quadratic Programming, Neurocomputing，330, 56-69,2019

(SCI,影響因子：3.241，中科院二區期刊；JCR一區期刊)

(9) Jiqiang Feng,Su Yan,Sitian Qin*,Wen Han. A neurodynamic approach to compute the generalized eigenvalues of symmetric positive matrix pair, Neurocomputing，359(2019), 420-426

(SCI,影響因子：3.241，中科院二區期刊；JCR一區期刊)

(10)Jiqiang Feng，Sitian Qin*，Fengli Shi，Xiaoyue Zhao. A recurrent neural network with finite time convergence for convex quadratic bilevel programming problems，Neural Computing and Applications, 2018,30(11),3399-3408

(SCI, 影響因子：4.215，中科院二區期刊；JCR一區期刊)

(11)Sitian Qin*, Liyuan Gu, Xinyu Pan, Exponential stability of periodic solution for a memristor-based inertial neural network with time delays, Neural Computing and Applications, accepted.

(SCI, 影響因子：4.215，中科院二區期刊；JCR一區期刊)

(12)Xinrui Jiang, Sitian Qin, Xiaoping Xue,A penalty-like neurodynamic approach to constrained nonsmooth distributed convex optimization,Neurocomputing，accepted.

(SCI, 影響因子：4.072，中科院二區期刊；JCR一區期刊)

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中科院三區及以下 ^[1] 

(1) Sitian Qin and Xiaoping Xue*. Global Exponential Stability and Global Convergence in Finite Time of Neural Networks with Discontinuous Activations. Neural Processing Letters. 2009, 29(3) 189-204.

(SCI, 影響因子：1.015，中科院三區期刊；JCR二區期刊)

(2) Sitian Qin, Dejun Fan*, Ming Yan, Qinghe Liu. Global Robust Exponential Stability for Interval Delayed Neural Networks with Possibly Unbounded Activation Functions, Neural Processing Letters. 2014,40,35-50.

(SCI, 影響因子：1.448，中科院三區期刊；JCR二區期刊)

(3) Jianmin Wang, Fengqiu Liu, and Sitian Qin. Global exponential stability of uncertain memristor-based recurrent neural networks with mixed time delays. International Journal of Machine Learning & Cybernetics 10(2019):743-7553.

(SCI, 影響因子：2.918，中科院三區期刊；JCR一區期刊)

(4) Jiqiang Feng，Qiang Ma，Sitian Qin*. Exponential stability of periodic solution for impulsive memristor-based Cohen–Grossberg neural networks with mixed delays，International Journal of Pattern Recognition and Artificial Intelligence, 2017，31（7），1750022.

(SCI, 影響因子：1.029，中科院四區期刊；JCR三區期刊)

1、《非光滑優化及其變分分析》，哈爾濱工業大學出版社，本人排序：2 ^[1] 

2、《非線性分析》，科學出版社，本人排序：2 ^[1] 

(1) 在下列國際會議中擔任Publication Chair和Program Committee Member： ^[1] 

6th International Conference on Information Science and Technology (2016)

7th International Conference on Intelligent Control and Information Processing (2016)

8th International Conference on Advanced Computational Intelligence (2016)

7th International Conference on Information Science and Technology (2017)

15th International Symposium on Neural Networks (2018)

25th International Conference on Neural Information Processing (2018)

16th International Symposium on Neural Networks (2019)

9th International Conference on Information Science and Technology (2019)

(2)在下列國際會議擔任Program Committee Member： ^[1] 

5th International Conference on Intelligent Control and Information Processing (2014)

12th International Symposium on Neural Networks (2015)

14th International Symposium on Neural Networks (2017)

8th International Conference on Information Science and Technology (2018)

10th International Conference on Intelligent Control and Information Processing (2019)

2019 IEEE Symposium Series on Computational Intelligence

12th International Conference on Advanced Computational Intelligence (2020)

17th International Symposium on Neural Networks (2020)

10th International Conference on Information Science and Technology (2020)

(3)在下列國際會議Oral Session中擔任Chair: ^[1] 

10th International Conference on Advanced Computational Intelligence (2018)

15th International Symposium on Neural Networks (2018)

25th International Conference on Neural Information Processing (2018)

2019 IEEE Symposium Series on Computational Intelligence

(4)在下列國際會議擔任Special Sessions Chairs: ^[1] 

12th International Conference on Advanced Computational Intelligence (2020)

(5)在下列國際會議擔任Program Chairs: ^[1] 

17th International Symposium on Neural Networks (2020)

(6)擔任下列國際主流雜誌的審稿人: ^[1] 

IEEE Transactions on Automatic Control,

IEEE Transactions on Neural Networks and Learning Systems,

IEEE Transactions on Cybernetics,

IEEE Transactions on Industrial Informatics,

IEEE Transactions on Systems, Man and Cybernetics: Systems,

Neural Networks,

Neurocomputing,

Neural Processing Letters

(7)期刊任職: ^[1] 

Guest Editor，International Journal on Artificial Intelligence Tools，SCI期刊

2012年哈工大優秀專兼職學生工作者 ^[1] 

2015屆“金燭獎”優秀班主任榮譽稱號 ^[1] 

2016年哈工大（威海）優秀學生活動指導教師 ^[1] 

2016年哈工大（威海）優秀碩士研究生指導教師 ^[1] 

2017年哈爾濱工業大學立德樹人先進個人 ^[1] 

2015、2017年全國大學生數學競賽黑龍江賽區優秀指導教師 ^[1] 

2019年哈工大（威海）碩士研究生優秀指導教師 ^[1] 

2019年理學院“金燭獎”榮譽稱號 ^[1]