头像
梁金玲
教授
数学学院
系统科学系
电话：
52090590
邮箱：
jinlliang@seu.edu.cn
地址：
九龙湖图书馆532
邮编：
211189
  • 基本信息
  • 研究成果
  • 项目与荣誉
  • 社会兼职
  • 个人简介：梁金玲，女，东南大学教授，应用数学专业、网络空间安全专业博士生导师。主要从事复杂网络控制与优化、鲁棒控制与滤波、随机分析、神经网络理论及应用等领域的研究工作。现已在国内外重要学术刊物发表学术SCI论文百余篇,初步统计在SCI刊物被他引达6000余次。目前主持1项国家自然科学基金面上项目，主持完成1项江苏省杰出青年基金、3项国家自然科学基金项目以及1项国家重点研发计划项目子课题。获得第九届“中国青年女科学家奖”（2012年），并入选教育部“新世纪优秀人才支持计划”(2012年) 、江苏省“六大人才高峰”高层次人才（2015年）、江苏省第四期“333高层次人才培养工程”中青年科学技术带头人培养对象。获得江苏省科学技术二等奖（排1）、教育部自然科学二等奖（排2）、2014年以及2019年汤森路透“高被引学者”(Highly Cited Researcher)荣誉称号，2014年至今连续入选爱思维尔中国高被引学者(Most Cited Chinese Researcher)榜单。目前担任中国数学会理事、江苏省数学学会副理事长，担（曾）任国际刊物IEEE Trans. Neural Netw. Learn. Syst.、IET Contr. Theory Appl.、Neurocomputing、Int. J. Syst. Sci.、Proc. Inst. Mech. Eng. Part I-J Syst Control Eng.、Int. J. Comput. Math.、Sys. Sci. Control Eng.等的副编辑。
    工作经历：1、2012.05-至今，东南大学，复杂系统与网络科学研究中心，教授；2、2007.05-2012.04，东南大学，数学系，副教授；3、2002.05-2007.04，东南大学，数学系，讲师；4、1999.08-2002.04，东南大学，数学系，助教。5、2019.05-06/2016.07-09，香港大学，机械工程系，Research Associate；6、2017.01-03/2015.07-08，德州农工卡塔尔分校，科学部，Postdoctoral Research Associate；7、2013.07-09，澳大利亚西悉尼大学，计算、工程与数学学院，Visiting Fellow；8、2011.01-12，英国布鲁奈尔大学，智能数据分析中心(CIDA)，Visiting Scholar；9、2010.01-03，英国布鲁奈尔大学，信息系统与计算系，Visiting Fellow；10、2018.01-04，香港城市大学，数学系，Research Associate。
    教育经历：1、2007.04--2008.03，英国布鲁奈尔大学，信息系统与计算系，博士后；2、2003.03--2006.01，东南大学，数学系，博士；3、1997.02--1999.07，西北大学，数学系，硕士；4、1993.09--1997.01，西北大学，数学系，学士。

  • 研究方向：

    2-D系统动力学；

    布尔网络动态分析；

    复杂网络控制与优化；

    神经网络应用；

    复杂系统鲁棒控制、滤波与随机分析。


    参编论著：

    1、J. Liang, Z. Wang and F. Wang, Recursive Filtering for 2-D Shift-Varying Systems with Communication Constraints, CRC Press, 2022. (ISBN: 978-1-003-18921-3)

    2、L. Zou, Z. Wang and J. Liang, Communication-Protocol-Based Filtering and Control of Networked Systems, Springer, 2022. (ISBN: 978-3-030-97511-1)

    3、J. Cao, F. Ren and J. Liang, Dynamics in Artificial Higher Order Neural Networks with Delays, in:Artificial Higher Order Neural Networks for Economics and Business, Chapter 18, Edited by M. Zhang, IGI Global, Hershey, USA, 2008. (ISBN: 978-1-59904-897-0)

    4、J. Liang, Zidong Wang and X. Liu, On Synchronization of Coupled Delayed Neural Networks, in: Recent Advances in Nonlinear Dynamics and Synchronization - Theory and Applications, Chapter 5, Edited by K. Kyamakya, W.A. Halang, H. Unger, J.C. Chedjou, N.F. Rulkov and Z. Li, pp. 117-149, Series: Studies in Computational Intelligence, Vol. 254, Springer-Verlag Berlin/Heidelberg, Germany, 2009. (ISBN: 978-3-642-04226-3)


    近年发表论文：

    1. M. Li and J. Liang, Probability-guaranteed distributed estimation for two-dimensional systems under stochastic access protocol, IEEE Transactions on Signal and Information Processing over Networks, 10: 216-226, 2024.

    2. R. Wang and J. Liang, The effect of multiscale parameters on the spiking properties of the morphological neuron with excitatory autapse, Systems Science & Control Engineering,  12(1): 2313865, 2024.

    3. J. Zhang, J. Lu, J. Liang, and J. Zhong, Average consensus of whole-process privacy protection: a scale parameter method, Information Fusion, 107: 102312, 2024.

    4. L. Tong, J. Liang, and Y. Liu, Critical observability of partially observed discrete event systems under cyber attacks, Science China: Information Sciences, 67(2): 129203, 2024.

    5. L. Tong and J. Liang, Fault detectability of asynchronous delayed Boolean control networks with sampled-data control, IEEE Transactions on Network Science and Engineering, 11(1): 724-735, 2024.

    6. C. Yang, J. Liang, and W. Xu, PI observer-based synchronization control for singularly perturbed complex dynamical networks: an improved coding-decoding protocol scheme, IEEE Transactions on Network Science and Engineering, 11(1): 858-871, 2024.

    7. L. Tong, J. Liang, and H.-X. Hu, Fault detectability of asynchronous switched Boolean networks: a set reachability approach, IEEE/ACM Transactions on Computational Biology and Bioinformatics, 20(6): 3876-3888, 2023.

    8. M. Li, J. Liang, and J. Qiu, Set-membership filtering for 2-D systems under uniform quantization and weighted try-once-discard protocol, IEEE Transactions on Circuits and Systems-II: Express Briefs, 70(9): 3474-3478, 2023.

    9. F. Wang, J. Liang, J. Lam, J. Yang, and C. Zhao, Robust filtering for 2-D systems with uncertain-variance noises and weighted try-once-discard protocols, IEEE Transactions on Systems, Man, and Cybernetics: Systems, 53(5): 2914-2924, 2023. 

    10. J. Zhang, J. Lu, J. Liang, and K. Shi, Privacy-preserving average consensus in multi-agent systems via partial information transmission, IEEE Transactions on Systems, Man, and Cybernetics: Systems, 53(5): 2781-2791, 2023.

    11. L. Tong and J. Liang, I-S detectability of partially-observed discrete event systems: a novel matrix-based method, Journal of the Franklin Institute, 360(4): 3436-3458, 2023.

    12. Z. Yan, X. Huang, and J. Liang, Aperiodic sampled-data control for stabilization of memristive neural networks with actuator saturation: a dynamic partitioning method, IEEE Transactions on Cybernetics, 53(3): 1725-1737, 2023.

    13. R. Wang and J. Liang, Stimulation location encoding on the spike train of neuron models with passive dendrite, Applied Mathematical Modelling, 115: 414-430, 2023.

    14. F. Wang, Z. Wang, J. Liang, and C. Silvestre, Recursive locally minimum-variance filtering for two-dimensional systems: when dynamic quantization effect meets random sensor failure, Automatica, 148: 110762, 2023.

    15. J. Wang, J. Liang, and J. Yang, Nonfragile dynamic output-feedback control for positive singular systems under the switched mechanism and Round-Robin protocol, Nonlinear Analysis: Hybrid Systems, 47: 101292, 2023.

    16. X. Guo and J. Liang, Prescribed-time bipartite consensus for signed directed networks on time scales, International Journal of Control, 96(2): 508-516, 2023.

    17. S. Liang, J. Liang, and J. Qiu, Finite-time input-to-state stability of discrete-time stochastic switched systems: a comparison principle based method, International Journal of Systems Science, 54(1): 1-16, 2023.

    18. H. Chen, Z. Wang, B. Shen, and J. Liang, Distributed recursive filtering over sensor networks with non-Logarithmic sensor resolution, IEEE Transactions on Automatic Control, 67(10): 5408-5415, 2022.  

    19. H. Chen, Z. Wang, B. Shen, and J. Liang, Model evaluation of the stochastic Boolean control networks, IEEE Transactions on Automatic Control, 67(8): 4146-4153, 2022.

    20. F. Wang, Z. Wang, J. Liang, and S.X. Ding, Recursive distributed filter design for 2-D systems over sensor networks: on component-based, node-wise and dynamic event-triggered scheme, IEEE Transactions on Signal and Information Processing over Networks, 8: 584-596, 2022.

    21. Y. Wang, J. Lu, and J. Liang, Security control of multi-agent systems under denial-of-service attacks, IEEE Transactions on Cybernetics, 52(6): 4323-4333, 2022.

    22. J. Wang, J. Liang, L. Zhang, and X. Ding, Non-fragile dynamic output-feedback control for l1-gain performance of positive FM-II model with PDT switching: an event-triggered mechanism, International Journal of Robust and Nonlinear Control, 32(6): 3986-4007, 2022.

    23. F. Wang, Z. Wang, J. Liang, and C. Silvestre, A recursive algorithm for secure filtering for two-dimensional state-saturated systems under network-based deception attacks, IEEE Transactions on Network Science and Engineering, 9(2): 678-688, 2022.

    24. F. Wang, Z. Wang, J. Liang, and J. Yang, Locally minimum-variance filtering of 2-D systems over sensor networks with measurement degradations: a distributed recursive algorithm, IEEE Transactions on Cybernetics, 52(2): 996-1008, 2022.

    25. L. Tong and J. Liang, Stabilization of impulsive BNs with stochastic disturbances: an aperiodic/periodic scheme, IEEE Transactions on Circuits and Systems-II: Express Briefs, 69(1): 124-128, 2022.

    26. Q. Li, J. Liang, and H. Qu, H_infinity estimation for stochastic semi-Markovian switching CVNNs with missing measurements and mode-dependent delays, Neural Networks, 141: 281-293, 2021.

    27. J. Zhang, J. Lu, and J. Liang, Synchronization of finite field networks with switching multiple communication channels, IEEE Transactions on Network Science and Engineering, 8(3): 2160-2169, 2021.

    28. J. Wang, J. Liang, C.-T. Zhang, Dissipativity analysis and synthesis for positive Roesser systems under the switched mechanism and Takagi-Sugeno fuzzy rules, Information Sciences, 546: 234-252, 2021.

    29. H. Chen, Z. Wang, J. Liang, and M. Li, State estimation for stochastic time-varying Boolean networks, IEEE Transactions on Automatic Control, 65(12): 5480-5487, 2020.

    30. S. Gao, J. Du, and J. Liang, Impacts of preferences on the emergence of cooperation, Physical Review E, 102: 052414, 2020.

    31. S. Gao and J. Liang, Cooperation under institutional incentives with perfect and imperfect observation, Physics Letters A, 384(28): 126723, 2020.

    32. J. Wang, J. Liang, and J. Qiu, Asynchronous l1 control for 2D switched positive systems with parametric uncertainties and impulses, Nonlinear Analysis: Hybrid Systems, 37: 100887, 2020.

    33. Y. Wang, J. Lu, X. Li, and J. Liang, Synchronization of coupled neural networks under mixed impulsive effects: a novel delay inequality approach, Neural Networks, 127: 38-46, 2020.

    34. S. Gao, J. Du, and J. Liang, Evolution of cooperation under punishment, Physical Review E, 101(6): 062419, 2020.

    35. F. Wang, Z. Wang, J. Liang, and X. Liu, Recursive distributed filtering for two-dimensional shift-varying systems over sensor networks under stochastic communication protocols, Automatica, 115: 108865, 2020.

    36. F. Wang, Z. Wang, J. Liang, and X. Liu, Event-triggered recursive filtering for shift-varying linear repetitive processes, IEEE Transactions on Cybernetics, 50(4): 1761-1770, 2020.

    37. H. Chen and J. Liang, Local synchronization of interconnected Boolean networks with stochastic disturbances, IEEE Transactions on Neural Networks and Learning Systems, 31(2): 452-463, 2020.

    38. F. Wang, Z. Wang, J. Liang, and X. Liu, Recursive state estimation for two-dimensional shift-varying systems with random parameter perturbation and dynamical bias, Automatica, 112: 108658, 2020.  

    39. F. Wang, Z. Wang, J. Liang, and X. Liu, Robust finite-horizon filtering for two-dimensional systems with randomly varying sensor delays, IEEE Transactions on Systems, Man, and Cybernetics: Systems, 50(1): 220-232, 2020.

    40. J. Liang, F. Wang, Z. Wang, and X. Liu, Minimum-variance recursive filtering for two-dimensional systems with degraded measurements: boundedness and monotonicity, IEEE Transactions on Automatic Control, 64(10): 4153-4166, 2019.

    41. L. Li, X. Shi, and J. Liang, Synchronization of impulsive coupled complex-valued neural networks with delay: the matrix measure method, Neural Networks, 117: 285-294, 2019.

    42. F. Wang, Z. Wang, J. Liang, and X. Liu, Resilient state estimation for two-dimensional time-varying systems with redundant channels: a variance-constrained approach, IEEE Transactions on Cybernetics, 49(7): 2479-2489, 2019.

    43. P. Liu, X. Nie, J. Liang, and J. Cao, Multiple Mittag-Leffler stability of fractional-order competitive neural networks with Gaussian activation functions, Neural Networks, 108: 452-465, 2018.

    44. X. Guo, J. Liang, and J. Lu, Asymmetric bipartite consensus over directed networks with antagonistic interactions, IET Control Theory & Applications, 12(17): 2295-2301, 2018.

    45. J. Liang, F. Wang, Z. Wang, and X. Liu, Robust Kalman filtering for two-dimensional systems with multiplicative noises and measurement degradations: the finite-horizon case, Automatica, 96: 166-177, 2018.

    46. F. Wang, Z. Wang, J. Liang, and X. Liu, Resilient filtering for linear time-varying repetitive processes under uniform quantizations and round-robin protocols, IEEE Transactions on Circuits and Systems-I: Regular Papers, 65(9): 2992-3004, 2018.

    47. F. Wang, J. Liang, Z. Wang, and X. Liu, A variance-constrained approach to recursive filtering for nonlinear two-dimensional systems with measurement degradations,  IEEE Transactions on Cybernetics, 48(6): 1877-1887, 2018.

    48. H. Chen, J. Liang, J. Lu, and J. Qiu, Synchronization for the realisation-dependent probabilistic Boolean networks, IEEE Transactions on Neural Networks and Learning Systems, 29(4): 819-831, 2018.  

    49. F. Wang and J. Liang, Constrained H_infinity estimation for time-varying networks with hybrid incomplete information, International Journal of Robust and Nonlinear Control, 28(2): 699-715, 2018.  

    50. F. Wang, J. Liang, and A. M. Dobaie, Resilient filtering for time-varying stochastic coupling networks under the event-triggering scheduling, International Journal of General Systems, 47(5): 491-505, 2018.




  • 科研项目及获得人才基金情况

    1、 国家自然科学基金面上项目, 2024.01--027.12；

    2、国家重点研发计划重点专项子课题, 2019.12--2023.12；

    3、国家自然科学基金面上项目，2017.01--2020.12；

    4、江苏省杰出青年基金，2013.07--2016.06；

    5、教育部“新世纪优秀人才支持计划”：2013.01-2015.12；

    6、国家自然科学基金面上项目，2012.01-2015.12；

    7、国家自然科学青年基金，2009.01-2011.12。



    获奖和荣誉

    l、第九届“中国青年女科学家奖”（2012年）；

    2、2007年度教育部自然科学二等奖（排名第二）；

    3、江苏省科学技术二等奖（排名第一）；

    4、江苏省“六大人才高峰”高层次人才计划；

    5、江苏省第四期“333高层次人才培养工程”第三层次（中青年科学技术带头人）培养对象；

    6、江苏省研究生培养模式改革成果三等奖（排名第二）；

    7、江苏省优秀硕士学位论文指导教师（2014年）；

    8、南京市第十届、第十一届“自然科学优秀学术论文”三等奖；

    9、汤森路透“高被引学者”（Highly Cited Researcher）(2014年、2019年)；

    l0、汤森路透（科睿唯安）中国高被引学者（Most Cited Chinese Researcher）；

    1l、国际刊物IEEE Transactions on Automatic Control以及Asian Journal of Control 2011年度杰出审稿人；

    l2、东南大学中泰国立奖教金一等奖（2015年）。







  • 国际期刊副编辑任职：

    1、IEEE Transactions on Neural Networks and Learning Systems (2013--2018) (ISNN: 2162-237X)

    2、IET Control Theory & Applications (2012--2023) (ISNN: 1751-8644)

    3、International Journal of Computer Mathematics(2012--2016) (ISNN: 0020-7160)

    4、Systems Science and Control Engineering (2012--至今) (ISNN: 2164-2583) 

    5、Neurocomputing (2008--2013, 2019--至今) (ISNN: 0925-2312)

    6、Proceedings of the Institution of Mechanical Engineers, Part I: Journal of Systems and Control Engineering (2023--至今) (ISSN: 0959-6518) 

    7、International Journal of Systems Science (2021--至今) (ISNN:  0020-7721)


    学会任职：

    1、江苏省数学学会副理事长；

    2、中国数学会理事；

    3、中国自动化学会控制理论专业委员会随机系统控制学组会员；

    4、中国指挥与控制学会网络科学与工程专业委员会会员；

    5、中国女科技工作者协会会员；

    6、中国系统仿真学会会员。


    会议任职：

    1. Program Co-Chair for the IWCSN2023: 2023 IEEE International Workshop on Complex Systems and Networks (December 19-21 2023, Wuhan, China)

    2. Member of the Program Committee for the CCC2023: the 42nd Chinese Control Conference (July 24-26 2023, Tianjin, China)

    3. Technical Committee of the ICARA 2022: the 8th International Conference on Automation, Robotics and Applications (February 18-20, 2022, Prague, Czech Republic)

    4. Member of the Program Committee for the ICIST 2020: the 10th International Conference on Information Science and Technology (September 09-15, 2020, Bath, United Kingdom) 

    5. Member of the Program Committee for the AIAIM 2019: the China-Qatar International Workshop on Artificial Intelligence and Applications to Intelligent Manufacturing (January 01-04, 2019, Doha, Qatar)

    6.  Member of the Program Committee for the ICONIP 2018: the 25th International Conference on Neural Information Processing (December 13-16, 2018, Siem Reap, Cambodia)

    7. Session Chair of the POSTA 2018: the 6th International Conference on Positive Systems (August 25-27, 2018, Hangzhou, China) 

    8. Member of the Program Committee for the CCC2018: the 37th Chinese Control Conference (July 25-27 2018, Wuhan, China)

    9. Member of the Program Committee for the ICIST 2018: the 8th International Conference on Information Science and Technology (June 30-July 6, 2018, Andalusia, Spain)

    10. Member of the Program Committee for the ICACI 2017: the 9th International Conference on Advanced Computational Intelligence (February 04-06 2017, Doha, Qatar)

    11. Member of the Program Committee for the IWCSN 2017: the 14th International Workshop on Complex Systems and Networks (December 08-10 2017, Doha, Qatar)

    12. Member of the Program Committee for the CAC2017&CIMIC2017: 2017 Chinese Automation Congress & China Intelligent Manufacturing International Conference (October 20-22 2017, Jinan, China)

    13. Member of the Program Committee for the CCC2017: the 36th Chinese Control Conference (July 26-28 2017, Dalian, China)

    14. Member of the International Program Committee for the ISNN2017: the 14th International Symposium on Neural Networks (June 21-23, 2017, Sapporo, Japan)

    15. Member of the Program Committee for the CCC2016: the 35th Chinese Control Conference (July 27-29, 2016, Chengdu, China)

    16. Member of the Program Committee for the WCICA2016: the 12th World Congress on Intelligent Control and Automation (June 12-15, 2016, Guilin, China)

    17. Member of the Program Committee for the ICACI 2016: the 8th International Conference on Advanced Computational Intelligence (February 14-16, 2016, Chiang Mai, Thailand)