Sitian Qin

Publication Activity (10 Years)

Years Active: 2009-2024
Publications (10 Years): 73

Top Topics

Top Venues

Neural Networks

Neural Comput. Appl.

Publications

Yining Liu, Xiao Li, Sitian Qin, Xiaolin Hu
Improve Adversarial Robustness of MNIST Classification via Topological Data Analysis. ISNN (2024)
Haojin Li, Xiaofeng Yue, Sitian Qin
Distributed time-varying optimization control protocol for multi-agent systems via finite-time consensus approach. Neural Networks 171 (2024)
Linhua Luan, Sitian Qin, Jingyun Sheng, Xinrui Jiang
Generalized Second-Order Neurodynamic Approach for Distributed Optimal Allocation. IEEE Trans. Syst. Man Cybern. Syst. 54 (6) (2024)
Linhua Luan, Haoze Li, Sitian Qin
Neurodynamic Approaches to Multiple Constrained Distributed Resource Allocation With Planned or Self-Regulated Demand. IEEE Trans. Ind. Informatics 20 (1) (2024)
Jianmin Wang, Sitian Qin
A recurrent neural network approach for nonconvex interval quadratic programming. Neurocomputing 588 (2024)
Wenwen Jia, Sikai Qiu, Sitian Qin
A Continuous-Time Algorithm with Quantified Event-Triggered for Distributed Resource Allocation Optimization. ISNN (2024)
Haojin Li, Sitian Qin
A Hessian-based zeroing neurodynamic approach for quaternion-variable time-varying constrained optimization problems. Neurocomputing 564 (2024)
Mengxin Wang, Jianing Chen, Changyun Wen, Sitian Qin
Adaptive generalized Nash equilibrium seeking algorithm for nonsmooth aggregative game under dynamic event-triggered mechanism. Autom. 169 (2024)
Yiyuan Chai, Yipin Hu, Sitian Qin, Jiqiang Feng, Chen Xu
Distributed Adaptive Event-Triggered Algorithms for Nonsmooth Resource Allocation Optimization Over Switching Topologies. IEEE Trans. Syst. Man Cybern. Syst. 54 (6) (2024)
Haojin Li, Sitian Qin
A Neurodynamic Approach for Solving Time-Dependent Nonlinear Equation System: A Distributed Optimization Perspective. IEEE Trans. Ind. Informatics 20 (8) (2024)
Haoze Li, Qiang Wang, Sitian Qin, Xinrui Jiang
An Adaptive Neurodynamic Algorithm for Solving Matrix Valued Optimization Problem with Multiple Constraints. ICACI (2024)
Wenwen Jia, Tingwen Huang, Sitian Qin
A collective neurodynamic penalty approach to nonconvex distributed constrained optimization. Neural Networks 171 (2024)
Yiyuan Chai, Sitian Qin, Jiqiang Feng, Chen Xu
Distributed Optimal Consensus Control for Heterogeneous Multi-agent System with Disturbance. ISNN (2024)
Yiyao Xu, Sitian Qin
A Penalty-Like Neurodynamic Approach to Convex Optimization Problems with Set Constraint. ISNN (2024)
Jianing Chen, Yihua Yang, Sitian Qin
A Distributed Optimization Algorithm for Fixed-Time Flocking of Second-Order Multiagent Systems. IEEE Trans. Netw. Sci. Eng. 11 (1) (2024)
Linhua Luan, Xingnan Wen, Yuhan Xue, Sitian Qin
Adaptive penalty-based neurodynamic approach for nonsmooth interval-valued optimization problem. Neural Networks 176 (2024)
Xiao Li, Yining Liu, Na Dong, Sitian Qin, Xiaolin Hu
PartImageNet++ Dataset: Scaling up Part-based Models for Robust Recognition. CoRR (2024)
Linhua Luan, Yining Liu, Sitian Qin, Jiqiang Feng
Distributed Neurodynamic Approach for Optimal Allocation with Separable Resource Losses. ICONIP (1) (2023)
Zhe Wei, Wenwen Jia, Wei Bian, Sitian Qin
A subgradient-based neural network to constrained distributed convex optimization. Neural Comput. Appl. 35 (14) (2023)
Mengxin Wang, Shihui Zhu, Sitian Qin
An adaptive neurodynamic approach for solving nonsmooth N-cluster games. Neural Networks 166 (2023)
Xingnan Wen, Sitian Qin, Jiqiang Feng
A Novel Projection Neural Network for Solving a Class of Monotone Variational Inequalities. IEEE Trans. Syst. Man Cybern. Syst. 53 (9) (2023)
Jianing Chen, Sichen Qian, Sitian Qin
An adaptive generalized Nash equilibrium seeking algorithm under high-dimensional input dead-zone. Inf. Sci. 626 (2023)
Mengxin Wang, Mengting Zhou, Sitian Qin
Fixed-time consensus-based distributed Nash equilibrium seeking for noncooperative game with second-order players. Neurocomputing 555 (2023)
Qingfa Li, Mengxin Wang, Haowen Sun, Sitian Qin
An adaptive finite-time neurodynamic approach to distributed consensus-based optimization problem. Neural Comput. Appl. 35 (28) (2023)
Helin Wang, Xinrui Jiang, Sitian Qin, Wei Zhang, Yuming Feng
Convergence analysis of the nontrivial stationary solution of the memristor-based neural networks with reaction-diffusion terms. ICACI (2023)
Na Liu, Han Zhang, Yueting Chai, Sitian Qin
Two-stage continuous-time triggered algorithms for constrained distributed optimization over directed graphs. J. Frankl. Inst. 360 (3) (2023)
Mengxin Wang, Yunshu Xie, Sitian Qin
An Adaptive Memristor-Programming Neurodynamic Approach to Nonsmooth Nonconvex Optimization Problems. IEEE Trans. Syst. Man Cybern. Syst. 53 (11) (2023)
Mengxin Wang, Sitian Qin, Changyun Wen
Distributed Generalized Nash Equilibrium Seeking for Noncooperative Game Under Intermittent Communication. IECON (2023)
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 (2022)
Wenwen Jia, Sitian Qin
An adaptive penalty-like continuous-time algorithm to constrained distributed convex optimization. J. Frankl. Inst. 359 (8) (2022)
Yiyuan Chai, Guocheng Li, Sitian Qin, Jiqiang Feng, Chen Xu
A neurodynamic optimization approach to nonconvex resource allocation problem. Neurocomputing 512 (2022)
Na Liu, Zhiyuan Su, Yueting Chai, Sitian Qin
Feedback neural network for constrained bi-objective convex optimization. Neurocomputing 514 (2022)
Linhua Luan, Sitian Qin
Neurodynamic algorithms for constrained distributed convex optimization over fixed or switching topology with time-varying communication delay. Neural Comput. Appl. 34 (20) (2022)
Xinrui Jiang, Sitian Qin, Xiaoping Xue, Xinzhi Liu
A second-order accelerated neurodynamic approach for distributed convex optimization. Neural Networks 146 (2022)
Guocheng Li, Linhua Luan, Sitian Qin, Jiqiang Feng
A Neurodynamic Approach to Nonsmooth Quaternion Distributed Convex Optimization With Inequality and Affine Equality Constraints. IEEE Access 10 (2022)
Wenwen Jia, Na Liu, Sitian Qin
An Adaptive Continuous-Time Algorithm for Nonsmooth Convex Resource Allocation Optimization. IEEE Trans. Autom. Control. 67 (11) (2022)
Na Liu, Shijie Zhao, Sitian Qin
A power reformulation continuous-time algorithm for nonconvex distributed constrained optimization over multi-agent systems. Neurocomputing 449 (2021)
Litao Ma, Jiqiang Chen, Sitian Qin, Lina Zhang, Feng Zhang
An Efficient Neurodynamic Approach to Fuzzy Chance-constrained Programming. Int. J. Artif. Intell. Tools 30 (1) (2021)
Haojin Li, Shuai Shao, Sitian Qin, Yunbo Yang
Neural networks with finite-time convergence for solving time-varying linear complementarity problem. Neurocomputing 439 (2021)
Xingnan Wen, Linhua Luan, Sitian Qin
A continuous-time neurodynamic approach and its discretization for distributed convex optimization over multi-agent systems. Neural Networks 143 (2021)
Xingnan Wen, Yixuan Wang, Sitian Qin
A nonautonomous-differential-inclusion neurodynamic approach for nonsmooth distributed optimization on multi-agent systems. Neural Comput. Appl. 33 (20) (2021)
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. J. Frankl. Inst. 358 (3) (2021)
Sitian Qin, Shenshen Gu, Nian Zhang
Recent Developments in Dynamic Modeling, Control and Applications of Neural Networks. Cybern. Syst. 52 (1) (2021)
Yiyuan Chai, Jiqiang Feng, Chen Xu, Sitian Qin
Distributed Network Flow to Solve Constrained Linear Matrix Equation. ICACI (2021)
Xinrui Jiang, Sitian Qin, Xiaoping Xue
Continuous-Time Algorithm for Approximate Distributed Optimization With Affine Equality and Convex Inequality Constraints. IEEE Trans. Syst. Man Cybern. Syst. 51 (9) (2021)
Xinrui Jiang, Sitian Qin, Xiaoping Xue
A penalty-like neurodynamic approach to constrained nonsmooth distributed convex optimization. Neurocomputing 377 (2020)
Shuai Shao, Haojin Li, Sitian Qin, Guocheng Li, Cheng Luo
An inverse-free Zhang neural dynamic for time-varying convex optimization problems with equality and affine inequality constraints. Neurocomputing 412 (2020)
Yiyuan Chai, Haojin Li, Defeng Qiao, Sitian Qin, Jiqiang Feng
A Neural Network for Moore-Penrose Inverse of Time-Varying Complex-Valued Matrices. Int. J. Comput. Intell. Syst. 13 (1) (2020)
Sitian Qin, Qiang Ma, Jiqiang Feng, Chen Xu
Multistability of Almost Periodic Solution for Memristive Cohen-Grossberg Neural Networks With Mixed Delays. IEEE Trans. Neural Networks Learn. Syst. 31 (6) (2020)
Chen Xu, Yiyuan Chai, Sitian Qin, Zhenkun Wang, Jiqiang Feng
A neurodynamic approach to nonsmooth constrained pseudoconvex optimization problem. Neural Networks 124 (2020)
Xinrui Jiang, Sitian Qin, Xiaoping Xue
A subgradient-based continuous-time algorithm for constrained distributed quadratic programming. J. Frankl. Inst. 357 (9) (2020)
Jiazhen Wei, Sitian Qin, Wei Bian
A Neural Network for Distributed Optimization over Multiagent Networks. ISNN (2020)
Sitian Qin, Liyuan Gu, Xinyu Pan
Exponential stability of periodic solution for a memristor-based inertial neural network with time delays. Neural Comput. Appl. 32 (8) (2020)
Qiang Ma, Sitian Qin, Tao Jin
Complex Zhang neural networks for complex-variable dynamic quadratic programming. Neurocomputing 330 (2019)
Wenwen Jia, Sitian Qin, Xiaoping Xue
A generalized neural network for distributed nonsmooth optimization with inequality constraint. Neural Networks 119 (2019)
Na Liu, Sitian Qin
A Novel Neurodynamic Approach to Constrained Complex-Variable Pseudoconvex Optimization. IEEE Trans. Cybern. 49 (11) (2019)
Xinrui Jiang, Sitian Qin, Ping Guo
A Gradient-Descent Neurodynamic Approach for Distributed Linear Programming. ISNN (2) (2019)
Jianmin Wang, Fengqiu Liu, Sitian Qin
Global exponential stability of uncertain memristor-based recurrent neural networks with mixed time delays. Int. J. Mach. Learn. Cybern. 10 (4) (2019)
Jiqiang Feng, Su Yan, Sitian Qin, Wen Han
A neurodynamic approach to compute the generalized eigenvalues of symmetric positive matrix pair. Neurocomputing 359 (2019)
Na Liu, Sitian Qin
A neurodynamic approach to nonlinear optimization problems with affine equality and convex inequality constraints. Neural Networks 109 (2019)
Na Liu, Han Zhang, Sitian Qin
A Neural Network for Constrained Fuzzy Convex Optimization Problems. SSCI (2019)
Na Liu, Wenwen Jia, Sitian Qin, Guocheng Li
An Artificial Neural Network for Distributed Constrained Optimization. ICONIP (2) (2018)
Xingnan Wen, Wen Han, Sitian Qin
Recurrent neural network for complex-variable pseudoconvex optimization with equality constraints. ICACI (2018)
Jiqiang Feng, Sitian Qin, Fengli Shi, Xiaoyue Zhao
A recurrent neural network with finite-time convergence for convex quadratic bilevel programming problems. Neural Comput. Appl. 30 (11) (2018)
Wen Han, Su Yan, Xingnan Wen, Sitian Qin, Guocheng Li
An Artificial Neural Network for Solving Quadratic Zero-One Programming Problems. ISNN (2018)
Wei Bian, Litao Ma, Sitian Qin, Xiaoping Xue
Neural network for nonsmooth pseudoconvex optimization with general convex constraints. Neural Networks 101 (2018)
Sitian Qin, Jiqiang Feng, Jiahui Song, Xingnan Wen, Chen Xu
A One-Layer Recurrent Neural Network for Constrained Complex-Variable Convex Optimization. IEEE Trans. Neural Networks Learn. Syst. 29 (3) (2018)
Jiqiang Feng, Qiang Ma, Sitian Qin
Exponential Stability of Periodic Solution for Impulsive Memristor-Based Cohen-Grossberg Neural Networks with Mixed Delays. Int. J. Pattern Recognit. Artif. Intell. 31 (7) (2017)
Sitian Qin, Xinyi Le, Jun Wang
A Neurodynamic Optimization Approach to Bilevel Quadratic Programming. IEEE Trans. Neural Networks Learn. Syst. 28 (11) (2017)
Sitian Qin, Xiudong Yang, Xiaoping Xue, Jiahui Song
A One-Layer Recurrent Neural Network for Pseudoconvex Optimization Problems With Equality and Inequality Constraints. IEEE Trans. Cybern. 47 (10) (2017)
Sitian Qin, Qun Cheng, Guofang Chen
Global exponential stability of uncertain neural networks with discontinuous Lurie-type activation and mixed delays. Neurocomputing 198 (2016)
Sitian Qin, Yongyi Tan, Fuqiang Wang
Exponential Stability of Anti-periodic Solution of Cohen-Grossberg Neural Networks with Mixed Delays. ISNN (2016)
Sitian Qin, Yadong Liu, Xiaoping Xue, Fuqiang Wang
A neurodynamic approach to convex optimization problems with general constraint. Neural Networks 84 (2016)
Sitian Qin, Jun Wang, Xiaoping Xue
Convergence and attractivity of memristor-based cellular neural networks with time delays. Neural Networks 63 (2015)
Sitian Qin, Xinyi Le, Jun Wang
A Neurodynamic Optimization Approach to Bilevel Linear Programming. ISNN (2015)
Sitian Qin, Dejun Fan, Guangxi Wu, Lijun Zhao
Neural network for constrained nonsmooth optimization using Tikhonov regularization. Neural Networks 63 (2015)
Sitian Qin, Xiaoping Xue
A Two-Layer Recurrent Neural Network for Nonsmooth Convex Optimization Problems. IEEE Trans. Neural Networks Learn. Syst. 26 (6) (2015)
Sitian Qin, Dejun Fan, Peng Su, Qinghe Liu
A simplified recurrent neural network for pseudoconvex optimization subject to linear equality constraints. Commun. Nonlinear Sci. Numer. Simul. 19 (4) (2014)
Sitian Qin, Dejun Fan, Ming Yan, Qinghe Liu
Global Robust Exponential Stability for Interval Delayed Neural Networks with Possibly Unbounded Activation Functions. Neural Process. Lett. 40 (1) (2014)
Sitian Qin, Jing-Xue Xu, Xin Shi
Convergence analysis for second-order interval Cohen-Grossberg neural networks. Commun. Nonlinear Sci. Numer. Simul. 19 (8) (2014)
Sitian Qin, Xiaoping Xue, Peng Wang
Global exponential stability of almost periodic solution of delayed neural networks with discontinuous activations. Inf. Sci. 220 (2013)
Sitian Qin, Wei Bian, Xiaoping Xue
A new one-layer recurrent neural network for nonsmooth pseudoconvex optimization. Neurocomputing 120 (2013)
Fengqiu Liu, Jianmin Wang, Sitian Qin
Training Least-Square SVM by a Recurrent Neural Network Based on Fuzzy c-mean Approach. ICSI (2) (2013)
Sitian Qin, Xiaoping Xue
Dynamical Analysis of Neural Networks of Subgradient System. IEEE Trans. Autom. Control. 55 (10) (2010)
Sitian Qin, Xiaoping Xue
Evolution inclusions with Clarke subdifferential type in Hilbert space. Math. Comput. Model. 51 (5-6) (2010)
Sitian Qin, Xiaoping Xue
Dynamical behavior of a class of nonsmooth gradient-like systems. Neurocomputing 73 (13-15) (2010)
Sitian Qin, Xiaoping Xue
Global Exponential Stability and Global Convergence in Finite Time of Neural Networks with Discontinuous Activations. Neural Process. Lett. 29 (3) (2009)