梁金玲
个人介绍
梁金玲
  个人介绍
2015-03-06 13:17
梁金玲教授

梁金玲,女,1974 年生。1999 年08 月至今任教于东南大学,现为东南大学教授、博士生导师。1999 年毕业于西北大学(本硕连读6 年),获得理学硕士学位;2006 年获东南大学理学博士学位,研究时滞神经网络模型的动力学行为;2007 年04 月至2008 年03 月受英国皇家学会资助在英国布鲁奈尔大学做博士后,从事不确定随机复杂网络的同步研究工作。多次出访澳大利亚、英国、韩国和中国香港,与国际上著名学者有着广泛的协作关系。

近年来,梁金玲博士主要从事基因时间序列数据建模、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。在相关的领域中取得了一系列研究成果,现已在国内外重要学术刊物发表学术论文70 余篇,其中SCI 收录67 篇;初步统计在SCI 刊物被他引达2000 余次。

目前主持1 项江苏省杰出青年基金、1 项国家自然科学基金面上项目;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” 以及由Elsevier 承办的2012“青年科学之星”(铜奖,信息科学领域),同年被遴选为江苏省第四期“333 高层次人才培养工程”中青年科学技术带头人培养对象;2014 年荣获首届汤森路透中国引文桂冠奖“高被引科学家奖”,并入选中国高被引学者(Most Cited Chinese Researchers)榜单(计算机科学领域;Elsevier发布http://china.elsevier.com/)。已主持完成1 项国家自然科学青年基金、1 项江
苏省自然科学基金和1 项教育部博士点新教师基金项目。

研究工作经历:
(1)  2014.07-2014.08, 美国德州农工卡塔尔分校,科学部,Postdoctoral Research Associate;
(2)  2013.07-2.13.09,澳大利亚西悉尼大学,计算、工程与数学学院,Visiting Fellow
(3) 
2013.01-2013.02,香港大学,机械工程系,Research Associate
(4)  2011.01-2011.12,英国布鲁奈尔大学,智能数据分析中心(CIDA)Visiting Scholar
(5) 
 2010.01-2010.03,英国布鲁奈尔大学,信息系统与计算系,Visiting Fellow
(6) 
2009.03-2009.08,香港大学,机械工程系,Research Associate
(7) 
2004.03-2004.04,香港城市大学,数学系,Research Associate
(8) 
2004.01-2004.03,香港大学,机械工程系,Research Associate

主持和参加的主要科研项目:
(1)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,在研,主持;
(2)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,在研,主持;
(3)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,结题,主持;
(4)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,结题,主持;
(5)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,结题,主持.

获得人才计划支持:
(1) 教育部“新世纪优秀人才支持计划;
(2)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;
(3)江苏省教育厅:2012年度高校“青蓝工程”科技创新团队,在研,参加;
(4)江苏省高校2010 “青蓝工程”优秀青年骨干教师培养对象。

主要学术任职:
(1)  Associate Editor for IEEE Transactions on Neural Networks and Learning Systems (2013--; SCI 影响 因子为4.370);
(2)  Editorial Board Member for IET Control Theory & Applications (2012--; SCI影响因子为1.844);
(3)  Editorial Board Member for International Journal of Computer Mathematics (2012--; SCI 影响因子为0.721);
(4)  Associate Editor for Neurocomputing (2008--2013; SCI 影响因子为2.005);
(5) Guest Editor for Special Issue of Mathematics and Computers in Simulation (ISNN2010) (SCI 影响因子为0.856);
(6)  Guest Editor for Special Issue of Mathematical Problems in Engineering (Mathematical Problems for Complex Networks) (SCI 影响因子为1.082)
(7) Associate Editor for Systems Science and Control Engineering (2012--) (ISNN: 2164-2583; Taylor & Francis, Open Access Journal);
(8)  Associate Editor for Communication in Information Science and Management Engineering (2011--) (ISNN: 2222-1859);
(9)  Editorial Board Member for ISRN Artificial Intelligence (2011--2013) (ISNN: 2090-7443; Hindawi, Open Access Journal)

所获奖励和荣誉:
(1)第九届“中国青年女科学家奖”(2012年),中华全国妇女联合会、中国科学技术协会、中国联合国科教文组织全国委员会、欧莱雅有限公司共同授予;
(2)获得 2007 年度教育部自然科学二等奖(项目名称:神经网络模型的动态特征及优化计算理论;获奖人员:曹进德,梁金玲,袁堃,黄鹤),中华人民共和国教育部授予;
(3)入选 2014 年中国高被引学者(Most Cited Chinese Researchers)榜单(计算机科学领域;Elsevier 发布;http://china.elsevier.com/);
(4)2014 年荣获首届汤森路透中国引文桂冠奖“高被引科学家奖”;
(5)获得由 Elsevier 承办的第四届“青年科学之星”铜奖(信息科学领域,2012年);
(6)获得南京市第十届“自然科学优秀学术论文”三等奖2013
(7)
  被评为国际刊物IEEE Transactions on Automatic Control 与Asian Journal of Control 2011年度的杰出审稿人;
(8)论文[J. Math. Anal. Appl. 296(2) (2004) : 665-685] 2006年入选Thomson Scientific发布的热点论文排行榜(New Hot Papers);该排行榜由全球22个学科中当前两个月里SCI引用最多的0.1的文章构成,2006 年共入选132篇;此论文自发表后已被SCI他引167次。

近五年主要期刊论文:
1.      J. Liang, Z. Wang and X. Liu, H_infinity control for 2-D time-delay systems with randomly occurring nonlinearities under sensor saturation and missing measurements, Journal of the Franklin Institute, 352(3) (2015) 1007-1030.
2.      J. Hu, J. Liang and J. Cao, Stabilization for genetic regulatory networks with mixed time-delays: an adaptive control approach, IMA Journal of Mathematical Control and Information, in press. DOI: 10.1093/imamci/dnt048.
3. J. Hu, J. Liang and D. Chen, Reliable guaranteed-cost control for networked systems with randomly occurring actuator failures and fading performance output,  International Journal of General Systems, 44(2) (2015) 129-141.
4.
      Q. Li, B. Shen, J. Liang and H. Shu,  Event-triggered synchronization control for complex networks with uncertain inner coupling, International Journal of General Systems, 44(2) (2105) 212-225.
5.
      J. Liang, T. Huang, T. Hayat and F. Alsaadi, H_infinity filtering for two-dimensional systems with mixed time delays, randomly occurring saturations and nonlinearities, International Journal of General Systems, 44(2) (2015) 226-239.
6. 
X. Huang, T. Sun, Y. Li and J. Liang,  A color image encryption algorithm based on a fractional-order hyperchaotic system, Entropy, 17(1) (2015) 28-38.
7
.  J. Liang, F. Sun and X. Liu, Finite-horizon H_infinity filtering for time-varying delay systems with randomly varying nonlinearities and sensor saturations, Systems Science & Control Engineering: An Open Access Journal, 2 (2014) 108-118. DOI: 10.1080/21642583.2014.883339.
8. 
Z. Wang, B. Zineddin, J. Liang, N. Zeng, Y. Li, M. Du, J. Cao and X. Liu, cDNA microarray adaptive segmentation, Neurocomputing, 142 (2014) 408-418.
9. 
J. Liang and W.X. Zheng, Distributed state estimation for uncertain sensor networks with mixed time delays subject to sensor saturations, International Journal of General Systems, 43(3-4) (2014) 332-345.
10.
  J. Hu, J. Liang and J. Cao, Synchronization of hybrid-coupled heterogeneous networks: pinning control and impulsive control schemes, Journal of the Franklin Institute-Engineering and Applied Mathematics, 351(5) (2014) 2600-2622.
11.
J. Liang, Z. Wang, Y. Liu and X. 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) (2014) 18-38.
12. 
J. Liang, Z. Wang and X. Liu, Robust state estimation for two-dimensional stochastic time-delay systems with missing measurements and sensor saturation,  Multidimensional Systems and Signal Processing, 25(1) (2014) 157-177.
13.  Y. Hu, J. Lam and J. Liang, Consensus of multi-agent systems with Luenberger observers, Journal of the Franklin Institute-Engineering and Applied Mathematics, 350(9) (2013) 2769-2790.
14.  Y. Hu, J. Lam and J. Liang, Consensus control of multi-agent systems with missing data in actuators and Markovian communication failure, International Journal of Systems Science, 44(10) (2013) 1867-1878.
15.  J. Liang, Z. Wang and X. Liu, Robust stabilization for a class of stochastic 2-D nonlinear systems with time-varying delays, IET Control Theory & Applications, 7(13) (2013) 1699-1710.
16
.  J. Hu, J. Liang, J. Cao, Stability analysis for genetic regulatory networks with delays: the continuous-time case and the discrete-time case, Applied Mathematics and Computation, 220 (2013) 507-517.
17.  Z. Wang, B. Zineddin, J. Liang, N. Zeng, Y. Li, M. Du, J. Cao, X. Liu, A novel neural network approach to cDNA microarray image segmentation, Computer Methods and Programs in Biomedicine, 111(1) (2013) 189-198.
18
.  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) (2013) 13-20.
19
.  Y. Liu, Z. Wang, J. Liang, X. Liu, Synchronization of coupled neutral-type neural networks with jumping-mode-dependent discrete and unbounded distributed delays, IEEE Transactions on Cybernetics, 43(1) (2013) 102-114.
20.  Q. Song, Z. Wang and J. Liang, Analysis on passivity and passification of T-S fuzzy systems with time-varying delays, Journal of Intelligent & Fuzzy Systems, 24(1) (2013) 21-30.
21. 
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.
22
.  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) (2012) 942-953.
23
.  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) (2012) 331-346.
24
.  B. Shen, Z. Wang, J. Liang and Y. Liu, Recent advances on filtering and control for nonlinear stochastic complex systems with incomplete information: a survey, Mathematical Problems in Engineering, Volume 2012, Article ID 530759, doi:10.1155/2012/530759.
25
.  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) (2012) 47-61.
26
.  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) (2011) 2718-2733.
27
.  B. Shen, Z. Wang, J. Liang and X. Liu, Sampled-data filtering for stochastic genetic regulatory networks, International Journal of Robust and Nonlinear Control, 21(15) (2011) 1759-1777.
28
.  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) (2011) 4060-4078.
29. 
Y. Yao, J. Liang and J. Cao, Robust stability of Markovian jumping genetic regulatory networks with disturbance attenuation, Asian Journal of Control, 13(5) (2011) 655-666.
30.  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) (2011) 757-780.
31.  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) (2011) 486-496.
32.  J. Liang, B. Shen, H. Dong and J. Lam, Robust distributed state estimation for sensor networks with multiple stochastic communication delays, International Journal of Systems Science, 42(9) (2011) 1459-1471.
33.  Y. Wang, Z. Wang, J. Liang, Y. Li and M. Du, Synchronization of stochastic genetic oscillator networks with time delays and Markovian jumping parameters, Neurocomputing, 73(13-15) (2010) 2532-2539.
34.  Y. Wang, Z. Wang and J. Liang, On robust stability of stochasdtic gegetic regulatory networks with time delays: a delay fractioning approach,  IEEE Transactions on Systems Man and Cybernetics-B: Cybernetics, 40(3) (2010) 729-740.
35.  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) (2010) 964-969.
36.  J. Liang, Z. Wang and X. Liu, Robust passivity and passification of stochastic fuzzy time-delay systems, Information Sciences, 180(9) (2010) 1725-1737.
37
.   J. Liang and J. Lam, Robust state estimation for stochastic gegetic regulatory networks, International Journal of Systems Science, 41(1) (2010) 47-63.
38. 
G. Wang and J. Liang, Exponential stability analysis for delayed stochastic Cohen-Grossberg neural networks, International Journal of  Computational Intelligence Systems, 3(1) (2010) 96-102.

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