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梁金玲
教授
数学学院
数学与应用数学教研室
电话:
025-52090590
邮箱:
jinlliang@seu.edu.cn
地址:
九龙湖图书馆532
邮编:
211189
  • 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。主要从事基因调控网络的动力学分析、复杂网络控制与优化、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90余篇,初步统计在SCI刊物被他引达2300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、2项国家自然科学基金项目以及1项江苏省自然科学基金。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以及由Elsevier承办的2012“青年科学之星”(铜奖,信息科学领域)。获得首届汤森路透中国引文桂冠“高被引学者”(Highly Cited Researcher)荣誉称号,2014年及2015年入选爱思维尔中国高被引学者(Most Cited Chinese Researcher)榜单。
    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、2016.07-09/2013.01-02/2009.03-08/2004.01-03,香港大学,机械工程系,Research Associate; 6、2015.07-08/2014.07-08,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、2004.03-04,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:

    二维系统动力学;

    布尔网络动态分析;

    复杂网络控制与优化;

    基因网络动力学;

    随机系统分析。


    参编论著:

    1、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)

    2、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. F. Wang, J. Liang and T. Huang, Synchronization of stochastic delayed multi-agent systems with uncertain communication links and directed topologies, IET Control Theory & Applications, in press.

    2. F. Wang and J. Liang, Bounded H_infinity synchronization for time-varying networks with probability-dependent information, International Journal of Robust and Nonlinear Control, in press.

    3. H. Chen, J. Liang and J. Lu, Partial synchronization of interconnected Boolean networks, IEEE Transactions on Cybernetics, in press.

    4. J. Wang, X. Liu and J. Liang, Bogdanov-Takens bifurcation in an oscillator with positive damping and multiple delays, Nonlinear Dynamics, 87(1) (2017) 255–269.

    5. J. Liang, W. Gong and T. Huang, Multistability of complex-valued neural networks with discontinuous activation functions, Neural Networks,84 (Dec. 2016) 125-142.

    6. F. Wang, J. Liang and F. Wang, Optimal control for discrete-time singular stochastic systems with input delay, Optimal Control, Applications and Methods, 37(6) (Dec. 2016) 1282-1313.

    7. J. Liang, Z. Wang, T. Hayat and A. Alsaedi, Distributed H_infinity state estimation for stochastic delayed 2-D systems with randomly varying nonlinearities over saturated sensor networks, Information Sciences, 370-371(Nov. 20 2016) 708-724.

    8. W. Gong, J. Liang, C. Zhang and J. Cao, Nonlinear measure approach for the stability analysis of complex-valued neural networks, Neural Processing Letters, 44(2) (Oct. 2016) 539-554.

    9. Y. Liu, L. Sun, J. Lu and J. Liang, Feedback controller design for the synchronization of Boolean control networks, IEEE Transactions on Neural Networks and Learning Systems, 27(9) (Sep. 2016) 1991-1996.

    10. H. Chen, J. Liang and Z. Wang, Pinning controllability of autonomous Boolean control networks, Science China-Information Sciences, 59(7) (JUL 2016) Art. No. 070107.

    11. F. Wang, J. Liang, Z. Wang and F. Alsaadi, Robust synchronization of complex networks with uncertain couplings and incomplete information, International Journal of General Systems, 45(5)(2016) 589-603.

    12. W. Gong, J. Liangand J. Cao, Global \mu-stability of complex-valued delayed neural networks with leakage delay, Neurocomputing, 168 (Nov. 30, 2015) 135-144.

    13. H. Chen,J. Liang,Y. LiuandT. Huang, Synchronization analysis of Boolean networks based on equivalence, IET Control Theory & Applications, 9(15) (Oct. 8 2015) 2242-2248.

    14. W. Gong,J. Liangand J. Cao, Matrix measure method for global exponential stability of complex-valued recurrent neural networks with time-varying delays, Neural Networks, 70 (Oct. 2015) 81-89.

    15. J. Hu, Z. Wang, J. Liangand H. Dong, Event-triggered distributed state estimation with randomly occurring uncertainties and nonlinearities over sensor networks: adelay-fractioning approach, Journal of the Franklin Institute, 352(9) (Sep. 2015) 3750-3763.

    16. J. Hu, J. Liang and J. Cao, Stabilization of genetic regulatory networks with mixed time-delays: anadaptive control approach, IMA Journal of Mathematical Control and Information, 32(2) (Jun. 2015) 343-358.

    17. J. Hu, J. LiangD. Chen, D. Ji andJ. Du,A recursive approach to non-fragile filtering for networked systems with stochastic uncertainties and incomplete measurements,Journal of the Franklin Institute, 352(5) (May 2015) 1946-1962.

    18. J. Liang, Z. Wang and X. Liu, H_infinitycontrol for 2-D time-delay systems with randomly occurring nonlinearities under sensor saturation and missing measurements, Journal of the Franklin Institute, 352(3) (Mar. 2015)1007-1030.

    19. J. Liang, T. Huang, T. Hayat and F. Alsaadi, H_infinity filtering for two-dimensional systems with mixed time delays, randomlyoccurring saturations and nonlinearities, International Journal of General Systems, 44(2) (Feb. 17, 2015) 226-239.

    20. J. Liang, F. Sun and X. Liu, Finite-horizon H_infinity filtering for time-varying delaysystems with randomly varying nonlinearities andsensor saturations, Systems Science & Control Engineering: An Open Access Journal, 2 (2014) 108-118.

    21. Z. Wang, B. Zineddin, J. Liang, N. Zeng, Y. Li, M. Du, J. Cao and X. Liu, cDNA microarray adaptive segmentation,Neurocomputing, 142(Oct. 22 2014)408-418.

    22. J. LiangandW.X. Zheng, Distributed state estimation for uncertain sensor networks with mixed time delayssubject to sensor saturations, International Journal ofGeneral Systems, 43(3-4) (May 7, 2014) 332-345.

    23. J. Hu, J. Liang andJ. Cao,Synchronization ofhybrid-coupledheterogeneousnetworks: pinning control andimpulsivecontrol schemes, Journal of the Franklin Institute, 351(5) (May 2014) 2600-2622.

    24. J. Liang, Z. Wang, Y. Liu andX. Liu, State estimation for two-dimensional complex networks with randomly occurring nonlinearities and randomly varying sensor delays, International Journal of Robust and Nonlinear Control, 24(1) (Jan. 2014) 18-38.

    25. J. Liang, Z. WangandX. Liu, Robust state estimation for two-dimensional stochastic time-delay systems with missing measurements and sensor saturation,  Multidimensional Systems and Signal Processing, 25(1) (Jan. 2014) 157-177.

    26. Y. Hu, J. Lam andJ. Liang, Consensus of multi-agent systems with Luenberger observers, Journal ofthe Franklin Institute-Engineering and Applied Mathematics, 350(9) (Nov. 2013) 2769-2790.

    27. Y. Hu, J. Lam and J. Liang, Consensus control of multi-agent systemswith missing data in actuators and Markovian communication failure, International Journal of Systems Science,44(10) (Oct. 1, 2013) 1867–1878.

    28. J. Liang, Z. WangandX. Liu, Robust stabilization for aclass of stochastic 2-D nonlinear systems with time-varying delays, IET Control Theory & Applications, 7(13) (Sep. 5, 2013) 1699-1710.

    29. J. Hu, J. Liang and J. Cao, Stability analysis for genetic regulatory networks with delays: the continuous-time case and the discrete-time case, Applied Mathematics and Computation, 220 (Sep. 1, 2013) 507-517.

    30. Z. Wang, B. Zineddin, J. Liang, N. Zeng, Y. Li, M. Du, J. Cao andX. Liu, A novel neural network approach to cDNA microarray image segmentation, Computer Methods and Programs in Biomedicine, 111(1) (Jul. 2013) 189-198.

    31. Z. Wang, H. Wu, J. Liang, J. Cao and X. Liu, On modelling and state estimation for genetic regulatory networks with polytopic uncertainties, IEEE Transactions on Nanobioscience, 12(1) (Mar. 2013) 13-20.

    32. Y. Liu, Z. Wang, J. Liang and X. Liu, Synchronization of coupled neutral-type neural networks with jumping-mode-dependent discrete and unbounded distributed delays, IEEE Transactions on Cybernetics, 43(1) (Feb. 2013)102-114.

    33. J. Liang, Z. Wang, B. Shen and X. Liu, Distributed state estimation in sensor networks with randomly occurring nonlinearities subject to time-delays, ACM Transactions on Sensor Networks,9(1) (Nov. 2012) Art. No. 4, doi: 10.1145/2379799.2379803.

    34. J. Liang, Z. Wang, X. Liu and P. Louvieris, Robust synchronization for two-dimensional discrete-time coupled dynamical networks, IEEE Transactions on Neural Networks and Learning Systems, 23(6) (Jun. 2012) 942-953.

    35. J. Liang, Z. Wang and X. Liu, Distributed state estimation for uncertain Markov-type sensor networks with mode-dependent distributed delays, International Journal of Robust and Nonlinear Control, 22(3) (Feb. 2012) 331-346.

    36. L. Tian, J. Liang and J. Cao, Robust observer for discrete-time Markovian jumping neural networks with mixed mode-dependent delays, Nonlinear Dynamics, 67(1) (Jan. 2012) 47-61.

    37. Y. Yao, J. Liang and J. Cao, Stability analysis for switched genetic regulatory networks: an average dwell time approach, Journal of the Franklin Institute,348(10) (Dec. 2011) 2718-2733.

    38. B. Shen, Z. Wang, J. Liang and X. Liu, Sampled-data H_infinity filtering for stochastic genetic regulatory networks, International Journal of Robust and Nonlinear Control, 21(15) (Oct. 2011) 1759-1777.

    39. B. Lv, J. Liang and J. Cao, Robust distributed state estimation for genetic regulatory networks with Markovian jumping parameters, Communications in Nonlinear Science and Numerical Simulations, 16(10) (Oct. 2011) 4060-4078.

    40. Y. Yao, J. Liang and J. Cao, Robust stability of Markovian jumping genetic regulatory networks with disturbance attenuation, Asian Journal of Control, 13(5) (Sep. 2011) 655-666.

    41. J. Liang, Z. Wang and X. Liu, Robust synchronization of a class of coupled delayed networks with multiple stochastic disturbances: the continuous-time case, International Journal of Modern Physics B, 25(6)(Mar. 10, 2011) 757-780.

    42. J. Liang, Z. Wang and X. Liu, Distributed state estimation for discrete-time sensor networks with randomly varying nonlinearities and missing measurements, IEEE Transactions on Neural Networks, 22(3) (Mar. 2011) 486-496.

    43. Y. Wang, Z. Wang and J. Liang, On robust stability of stochastic genetic regulatory networks with time delays: a delay fractioning approach, IEEE Transactions on Systems Man and Cybernetics-B: Cybernetics, 40(3) (Jun. 2010)729-740.

    44. J. Liang, Z. Wang and X. Liu, On passivity and passification of stochastic fuzzy systems with delays: the discrete-time case, IEEE Transactions on Systems, Man, and Cybernetics - Part B, 40(3) (Jun. 2010) 964-969.

    45. Z. Wang, X. Liu, Y. Liu, J. Liang andV. Vinciotti, An extended Kalman filtering approach to modeling nonlinear dynamic gene regulatory networks via short gene expression time series,IEEE/ACM Transactions on Computational Biology and Bioinformatics,6(3) (Sep. 2009)410-419.

    46. J. Liang, Z. Wang and X. Liu, State estimation for coupled uncertain stochastic networks with missing measurements and time-varying delays: the discrete-time case,IEEE Transactions on Neural Networks, 20(5) (May 2009) 781-793.

    47. Y. Liu, Z.Wang, J. Liang and X. Liu,Stability and synchronization of discrete-time Markovian jumping neural networks with mixed mode-dependent time delays,IEEE Transactions on Neural Networks,20(7) (Jul. 2009)1102-1116.

    48. J. Liang, Z. Wang, Y. Liu and X. Liu, Robust synchronization of an array of coupled stochastic discrete-time delayed neural networks,IEEE Transactions on Neural Networks, 19(11) (Nov. 2008) 1910-1921.

    49. Y. Liu, Z. Wang, J. Liang and X. Liu, Synchronization and state estimation for discrete-time complex networks with distributed delays,IEEE Transactions on Systems, Man, and Cybernetics-B, 38(5) (Oct. 2008) 1314-1325.

    50. J. Liang, Z. Wang, Y. Liu and X. Liu, Global synchronization control of general delayed discrete-time networks with stochastic coupling and disturbances, IEEE Transactions on Systems, Man, and Cybernetics-B, 38(4) (Aug. 2008) 1073-1083.


  • 科研项目及获得人才基金情况

    国家自然科学基金面上项目:2-D时变网络系统在事件驱动机制下的估状态计与牵制控制研究,2017.01-2020.12 

    江苏省杰出青年基金基因表达时间序列数据的建模、估计和鲁棒控制研究,2013.07-2016.06

    教育部新世纪优秀人才支持计划2013.01-2015.12

    国家自然科学基金面上项目基于流行病时间序列的动态复杂网络建模、估计和鲁棒随机控制,2012.01-2015.12

    江苏省自然科学基金基于动态复杂网络的流行病时间序列建模和牵引控制研究,2011.07-2014.06

    江苏省高校“青蓝工程”优秀青年骨干教师培养对象2010.09-2013.08

    国家自然科学青年基金基因调控网络的鲁棒随机动力学分析与综合,2009.01-2011.12

    高等学校博士学科点新教师基金泛函微分系统的动力学分析及其在神经网络和基因网络中的应用,2009.01-2011.12。


    获奖和荣誉

    第九届中国青年女科学家奖”(2012年);

    2007年度教育部自然科学二等奖(排名第二

    江苏省“六大人才高峰”高层次人才计划;

    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;

    江苏省高校青蓝工程优秀青年骨干教师培养对象;

    Elsevier承办的第四届青年科学之星铜奖(信息科学领域中国科学报社授予);

    l 江苏省研究生培养模式改革成果三等奖排名第二);

    江苏省优秀硕士学位论文指导教师(2014年);

    获得南京市第十届、第十一届“自然科学优秀学术论文三等奖

    l 首届汤森路透中国引文桂冠“高被引学者(Highly Cited Researcher)荣誉称号;

    l 入选爱思维尔2014年、2015年中国高被引学者(Most Cited Chinese Researcher)榜单

    国际刊物 IEEE Transactions on Automatic Control 以及 Asian Journal of Control 2011年度的杰出审稿人

    l 东南大学中泰国立奖教金一等奖(2015年


    l 2013获东南大学“71871奖教金”一等奖;

    l 2006获东南大学 “教学工作优秀二等奖。






  • 国际期刊副编辑任职:

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

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

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

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

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


    学会任职:

    1、江苏省数学学会理事;

    2、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;

    3、中国指挥与控制学会网络科学与工程专业委员会会员;

    4、中国女科技工作者协会会员;

    5、协会系统仿真学会会员。


    会议任职:

    1. Member of the Program Committee for the CCC2015: the 34th Chinese Control Conference (July 28-30 2015, Hangzhou, China)

    2. Member of the Program Committee for theICIST 2015:the Fifth International Conference on Information Science and Technology (April 24-26, 2015, Changsha, China)

    3. Member of the Program Committee for the ICACI2015: the Seventh International Conference on Advanced Computational Intelligence (March 27-29, 2015, Wuyi Fujian, China)

    4. Member of the Program Committee for the CCC2014: the 33rd Chinese Control Conference (July 28-30 2014, Nanjing, China)

    5. Member of the Technical Program Committee for the 2014 International JointConference on Neural Networks (July6-11, 2014, Beijing, China)

    6. Member of the Program Committee for the 2013 Chinese Conference of Complex Networks & the 6th NESS EU-China Summer School (September 13-15, 2013, Hangzhou, China)

    7. Member of the International Program Committee for the  ISNN2013: the 10th International Symposium on Neural Networks (July 4-6, 2013, Dalian, China)

    8. Member of theInternational Program Committee for the ASCC2013: the 9th Asian Control  Conference (June 23-26, 2013, Istanbul, Turkey)

    9. Member of theInternational Program Committee for the HIS2013: the 2nd International Conference on Health Information Science (March 25-27, 2013, London, UK)

    10. Member of the Program Committee for the CCCN2012: the 8th Chinese Conference on Complex Networks (October 12-14, 2012, Nanjing, China)

    11. Member of the International Program Committee for the First Workshop of Research Center for Complex Systems and Network Sciences (November 19, 2011, Nanjing, China)

    12. Member of the International Program Committee for the IWACI2010: the 3rd International Workshop on Advanced Computational Intelligence (August 25-27, 2010, Suzhou, China)

    13. Member of the International Program Committee for the  ISNN2010: the 7th International Symposium on Neural Networks (June 6-9, 2010, Shanghai, China)

    14. Member of the International Program Committee for the  ISNN2009: the 6th International Symposium on Neural Networks (May 26-29, 2009, Wuhan, China)

    15. Member of the International Program Committee for the  ISNN2008: the 5thInternational Symposium on Neural Networks (September 24-28, 2008, Beijing, China)

    16. Member of the International Technical Committee for the 2008 IEEE World Congress onComputational Intelligence (June 1-6, 2008, Hong Kong)

    17. Member of the International Program Committee for the 2008 IEEE InternationalConference on Networking, Sensing and Control (April 6-8, 2008, Sanya, China)

    18. Member of the International Program Committee for the  ISNN2007: the 4thInternational Symposium on Neural Networks (June 3-7, 2007, Nanjing, China)