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Wenwen Jia, Na Liu, Sitian Qin*, A Novel Continuous-Time Algorithm for Nonsmooth Convex Resource Allocation Optimization，IEEE Transactions on Automatic Control, 67(11),6038-6044,2022
(SCI, 影响因子：5.792，工程技术领域top期刊，中科院二区期刊；JCR一区期刊)
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, 影响因子：8.803，工程技术领域top期刊，中科院一区期刊；JCR一区期刊)
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, 影响因子：7.982，工程技术领域top期刊，中科院一区期刊；JCR一区期刊)
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, 影响因子：7.982，工程技术领域top期刊，中科院一区期刊；JCR一区期刊)
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, 影响因子：8.803，中科院一区期刊，工程技术领域top期刊, JCR一区期刊)
Sitian Qin and Xiaoping Xue*. Dynamical Analysis of Neural Networks of Subgradient System. IEEE Transactions on Automatic Control, 55(10), 2347-2352, 2010.
(SCI, 影响因子：5.007，自动化与控制领域top期刊，中科院二区杂志；JCR一区期刊)
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, 影响因子：7.982，工程技术领域top期刊，中科院一区期刊；JCR一区期刊)
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), 31(6),1914-1926,2020
(SCI, 影响因子：11.683，工程技术领域top期刊，中科院一区期刊；JCR一区期刊)
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，51 (9) , 5809-5818，2021.
(SCI, 影响因子：7.351，工程技术领域top期刊，中科院一区期刊；JCR一区期刊)
Linhua Luan, Haoze Li, Sitian Qin*, Neurodynamic Approaches to Multiple Constrained Distributed Resource Allocation with Planned or Self-Regulated Demand. IEEE Transactions on Industrial Informatics, 2023,accepted.
(SCI, 影响因子：11.648，计算机科学领域top期刊，中科院一区期刊；JCR一区期刊)
Linhua Luan, Sitian Qin*, Adaptive Neurodynamic Approach to Multiple Constrained Distributed Resource Allocation. IEEE Transactions on Neural Networks and Learning Systems(regular paper), 2023, accepted.
(SCI, 影响因子：14.255，计算机科学领域top期刊，中科院一区期刊；JCR一区期刊)
Xingnan Wen, Sitian Qin*, and Jiqiang Feng, A Novel Projection Neural Network for Solving a Class of Monotone Variational Inequalities. IEEE Transactions on Systems, Man and Cybernetics: Systems(regular paper),2023,accepted.
（SCI，影响因子：13.451,计算机科学和工程技术领域top期刊,中科院一区期刊，JCR一区期刊）
Mengxin Wang, Yunshu Xie, Sitian Qin*, An Adaptive Memristor-Programming Neurodynamic Approach to Nonsmooth Nonconvex Optimization Problems. IEEE Transactions on Systems, Man and Cybernetics: Systems(regular paper),2023,accepted.
（SCI，影响因子：13.451,计算机科学和工程技术领域top期刊,中科院一区期刊，JCR一区期刊）
Jianing Chen, Yihua Yang, Sitian Qin*, A Distributed Optimization Algorithm for Fixed-Time Flocking of Second-Order Multiagent Systems. IEEE Transactions on Network Science and Engineering, 2023, accepted.
(SCI，影响因子：6.6，工程技术领域top期刊，中科院一区期刊，JCR一区期刊）
Chenxi Song, Sitian Qin, and Zhigang Zeng*. Multiple Mittag-Leffler Stability of Almost Periodic Solutions for Fractional-Order Delayed Neural Networks: Distributed Optimization Approach. IEEE Transactions on Neural Networks and Learning Systems (regular paper), 2023, accepted.
(SCI, 影响因子：14.255，计算机科学领域top期刊，中科院一区期刊；JCR一区期刊)
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, 影响因子：1.138，数学类top期刊，中科院二区期刊；JCR一区期刊)
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), 789-798, 2014.
(SCI, 影响因子：3.181，中科院二区期刊；数学类top期刊, JCR一区期刊)
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), 2747-2757,2014.
(SCI, 影响因子：3.181，中科院二区期刊；数学类top期刊, JCR一区期刊)
Sitian Qin and Xiaoping Xue*, Peng Wang. Global Exponential Stability of Almost Periodic Solution of Delayed Neural Networks with Discontinuous Activations.Information Sciences, 220, 367-378, 2013.
(SCI, 影响因子：4.305，中科院二区期刊；计算机类top期刊, JCR一区期刊，被基本科学指标数据库ESI（Essential Science Indicators）2015年7月评为高被引论文)
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,影响因子：5.785，中科院一区, 工程技术领域top期刊；JCR一区)
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,影响因子：7.197，中科院一区, 工程技术领域top期刊；JCR一区)
Wenwen Jia, Sitian Qin*, Xiaoping Xue. A Generalized Neural Network for Distributed Nonsmooth Optimization with Inequality Constraint, Neural Networks, 119(2019), 46-56.
(SCI,影响因子：5.785，中科院一区, 工程技术领域top期刊；JCR一区)
Chen Xu, Yiyuan Chai, Sitian Qin, Zhenkun Wang, Jiqiang Feng*. A Neurodynamic Approach to Nonsmooth Constrained Pseudoconvex Optimization Problem，Neural Networks, 124（2020），180-192
(SCI,影响因子：5.785，中科院一区, 工程技术领域top期刊；JCR一区)
Xinrui Jiang, Sitian Qin, Xiaoping Xue*, A subgradient-based continuous-time algorithm for constrained distributed quadratic programming，Journal of the Franklin Institute，357(9),5570-5590,2020
(SCI, 影响因子：3.653，数学类top期刊，中科院一区期刊；JCR一区期刊)
Mengxin Wang, Jia Guo, Sitian Qin*, Jiqiang Feng, Wenxue Li,Exponential bipartite synchronization of delayed coupled systems over signed graphs with Markovian switching via intermittent control,Journal of the Franklin Institute,358(3),2060-2085,2021
(SCI, 影响因子：3.653，数学类top期刊，中科院一区期刊；JCR一区期刊)
Jianing Chen; Sichen Qian; Sitian Qin*，An adaptive generalized Nash equilibrium seeking algorithm under high-dimensional input dead-zone，Information Sciences，626,354-369,2023
(SCI, 影响因子：8.233，计算机科学领域top期刊，中科院一区期刊；JCR一区期刊)
Mengxin Wang, Mengting Zhou, Sitian Qin*, Fixed-Time Consensus-Based Distributed Nash Equilibrium Seeking for Noncooperative Game with Second-Order Players. Neurocomputing,555: 126650, 2023.
(SCI，影响因子：6，计算机科学领域top期刊，中科院二区期刊，JCR一区期刊）
Mengxin Wang, Shihui Zhu, Sitian Qin*, An Adaptive Neurodynamic Approach for Solving Nonsmooth N-cluster Games. Neural Networks, 166: 595-608, 2023.
(SCI，影响因子：7.8，计算机科学领域top期刊，中科院一区期刊，JCR一区期刊）
Haojin Li and Sitian Qin*, A Hessian-Based Zeroing Neurodynamic Approach for Quaternion-Variable Time-Varying Constrained Optimization Problems, Neurocomputing, accpeted.
(SCI，影响因子：6，计算机科学领域top期刊，中科院二区期刊，JCR一区期刊）
科研论文(中科院二区）
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, 影响因子：3.216，中科院二区期刊；JCR一区期刊)
Sitian Qin, Dejun Fan, Guangxi Wu, Lijun Zhao. Neural Network for Constrained Nonsmooth Optimization Using Tikhonov Regularization, Neural Networks,2015,63,223-233.
(SCI, 影响因子：3.216，中科院二区期刊；JCR一区期刊)
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, 影响因子：5.287，中科院二区期刊；JCR一区期刊)
Sitian Qin and Xiaoping Xue*. Evolution Inclusions with Clarke Subdifferential Type in Hilbert Space. Mathematical and Computer Modelling, 51(5), 550-561, 2010.
(SCI, 影响因子：1.366，中科院二区期刊；JCR一区期刊)
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, 影响因子：2.005，中科院二区期刊；JCR一区期刊)
Sitian Qin and Xiaoping Xue*. Dynamical Behavior of a Class of Nonsmooth Gradient-like Systems. Neurocomputing，13-15(73), 2632-2641, 2010.
(SCI, 影响因子：1.442，中科院二区期刊；JCR一区期刊)
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, 影响因子：3.317，中科院二区期刊；JCR一区期刊)
Qiang Ma, Sitian Qin, Tao Jin*. Complex Zhang Neural Networks for Complex-Variable Dynamic Quadratic Programming, Neurocomputing，330, 56-69,2019
(SCI,影响因子：3.241，中科院二区期刊；JCR一区期刊)
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,影响因子：3.241，中科院二区期刊；JCR一区期刊)
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, 影响因子：4.215，中科院二区期刊；JCR一区期刊)
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, 32(8), 3265-3281,2020
(SCI, 影响因子：4.215，中科院二区期刊；JCR一区期刊)
Xinrui Jiang, Sitian Qin, Xiaoping Xue, A penalty-like neurodynamic approach to constrained nonsmooth distributed convex optimization,Neurocomputing, 377, 225- 233，2020
(SCI, 影响因子：4.072，中科院二区、JCR一区期刊)
Shuai Shao, Haojin Li, Sitian Qin*, GuochengLi, Cheng Luo, An Inverse-Free Zhang Neural Dynamic for Time-Varying Convex Optimization Problems with Equality and Affine Inequality Constraints，Neurocomputing, 412,152-166,2020
(SCI, 影响因子：4.072，中科院二区、JCR一区期刊)
Xingnan Wen,Sitian Qin*, A Projection-based Continuous-time Algorithm for Distributed Optimization over Multi-agent Systems,Complex & Intelligent Systems,accepted
(SCI, 影响因子：3.791，中科院二区、JCR一区期刊)
Xingnan Wen, Linhua Luan and Sitian Qin*, A Continuous-time Neurodynamic Approach and Its Discretization for Distributed Convex Optimization over Multi-agent Systems, Neural Networks, 143 , 52-65，2021
（SCI，影响因子：5.535 , 中科院二区、JCR一区期刊）
Xingnan Wen, Yixuan Wang and Sitian Qin*, A Nonautonomous-differential -inclusion Neurodynamic Approach for Nonsmooth Distributed Optimization on Multi-agent Systems, Neural Computing and Applications, accepted.
（SCI，影响因子：4.774, 中科院二区、JCR一区期刊）
Na Liu, Shijie Zhao and Sitian Qin*, A power reformulation continuous-time algoritm for nonconvex distributed constrained optimization over multi-agent system, Neurocomputing, 449 , 258-269,2021
（SCI，影响因子：4.438, 中科院二区、JCR一区期刊）
Haojin Li, Shuai Shao and Sitian Qin*, Neural networks with finite-time convergence for solving time-varying linear complementarity problem, Neurocomputing, 439 , 146-158,2021
（SCI，影响因子：4.438, 中科院二区、JCR一区期刊）
Na Liu,Jun Wang,Sitian Qin*, A one-layer recurrent neural network for nonsmooth pseudoconvex optimization with quasiconvex inequality and affine equality constraints,Neural Networks, 147,1-9,2022
（SCI, 影响因子：8.050，中科院二区期刊；JCR一区期刊)
Xinrui Jiang, Sitian Qin, Xiaoping Xue*, Xinzhi Liu,A second-order accelerated neurodynamic approach for distributed convex optimization,Neural Networks,146,161-173,2022
（SCI, 影响因子：8.050，中科院二区期刊；JCR一区期刊)
Wenwen Jia,Sitian Qin*,An Adaptive Penalty-like Continuous-Time Algorithm to Constrained Distributed Convex Optimization,Journal of the Franklin Institute,359(8),3692-3716,2022
（SCI, 影响因子：4.504，中科院二区期刊；JCR一区期刊)
Linhua Luan,Xingnan Wen,Sitian Qin*,Distributed Neurodynamic Approaches to Nonsmooth Optimization Problems with Inequality and Set Constraints,Complex & Intelligent Systems,accepted.
（SCI, 影响因子：4.927，中科院二区期刊；JCR一区期刊)
Linhua Luan,Sitian Qin*,Neurodynamic Algorithms for Constrained Distributed Convex Optimization over Fixed or Switching Topology with Time Delay,Neural Computing and Applications,accepted.
（SCI, 影响因子：5.606，中科院二区期刊；JCR一区期刊)
Yiyuan Chai, Guocheng Li, Sitian Qin and Jiqiang Feng, Chen Xu,A neurodynamic optimization approach to nonconvex resource allocation problem, Neurocomputing, accepted.
（SCI，影响因子：5.779, 中科院二区、JCR一区期刊）
Na Liu, Zhiyuan Su, Yueting Chai, Sitian Qin*,Feedback Neural Network for Constrained Bi-objective Convex Optimization, Neurocomputing, 514,127-136,2022
（SCI，影响因子：5.779, 中科院二区、JCR一区期刊）
Mengxin Wang, Haowen Sun, Sitian Qin*, An adaptive memristive dynamical system to nonsmooth optimization problems, Nonlinear Dynamics, 111(5),4451-4468,2023
（SCI，影响因子：5.741, 中科院二区、JCR一区期刊）
Na Liu, Han Zhang, Yueting Chai, Sitian Qin*,Two-stage continuous-time triggered algorithms for constrained distributed optimization over directed graphs, Journal of the Franklin Institute，360(3),2159-2181,2023
（SCI, 影响因子：4.246，中科院二区期刊；JCR一区期刊)
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