1.基本信息
姓 名:廖晓峰
性 别:男
职 称:教授(博导)
职 务:院长
电 话:023-65112827
办公地点:主教1824
E-mail:xfliao@cqu.edu.cn
研究方向:计算智能与信息安全、人工神经网络、动力学理论、密码学
招生信息:年度招收博士2名、硕士4名,招收计算机、数学等专业
2.个人简介
廖晓峰,二级教授,博士生导师,爱游戏院长,重庆大学信息学部副主任,信息物理社会可信服务计算教育部重点实验室主任,复杂系统安全与控制教育部重点实验室学术委员会委员。高层次人才,新世纪百千万国家级人才,全国优秀博士后,教育部新世纪优秀人才,享受国务院政府特殊津贴的专家。重庆市“322”人才工程一层次人才,重庆市学术技术带头人,曾担任ACM重庆分会主席,现任IEEE计算智能学会重庆分会副主席,中国电子学会“非线性电路与混沌”专委会副主任委员,中国通信学会“混沌密码”专委会委员,重庆市“电子学会”副理事长,教育部“物联网工程专业教学研究专家组”成员,中共重庆市委组织部“信息化建设”工作专家咨询组成员。2020年晋升IEEE Fellow,2022年晋升AIAA Fellow。
长期从事人工神经网络、动力学系统理论、混沌密码学、信息安全、隐私保护等领域的研究等相关研究,出版中英文专著4部,在国际重要刊物如IEEE TIT, IEEE TIFS, IEEE TDSC, IEEE TC, IEEE TAC, IEEE TNNLS, IEEE TSMCS, IEEE TCYB, IEEE TCAS等发表SCI收录论文400余篇,SCI他引20000余次,目前H指数为82(Google Scholar),连续8年入选Elsevier中国计算机学科高被引学者榜单,相关研发核心技术支撑人工智能新兴产业的大数据、云计算、智能电网、智慧医疗等领域。相关成果获教育部提名国家自然科学二等奖1项(第一获奖人),重庆市自然科学一等奖2项(第一获奖人)、二等奖1项(第一获奖人)、三等奖1项(第一获奖人)等教育部和重庆市自然科学奖励6项。担任IEEE TCYB (SCI IF: 11.448)、IEEE TNNLS (SCI IF: 10.451)、电子学报(SCI IF: 1.014)、计算机科学等杂志编委,30余个国际一流刊物的特邀审稿人。获得包括国家重点研发计划、国家自然科学基金重点项目等在内的大小项目30余项。
教育经历:
➢ 1995.03–1997.05,电子科技大学,电路与系统,博士,导师:虞厥邦;
➢ 1989.09–1992.07,四川大学,计算数学,硕士,导师:黎世列;
➢ 1982.09–1986.07,四川大学,计算数学,学士。
主要工作经历:
◆ 2018.07–至今,重庆大学,爱游戏,院长、教授、博士生导师;
◆ 2012.08–2018.06,西南大学,电子信息工程学院,院长、教授、博士生导师;
◆ 1999.04–2012.08,重庆大学,爱游戏,常务副院长、教授、博士生导师;
◆ 1999.04–2002.04,重庆大学,博士后,教授;
◆ 1992.07–2000.05,电子科技大学,电子工程学院,副教授、博士生导师。
3.荣誉奖励(部分)
1) 教育部提名国家自然科学二等奖 “时滞神经网络动力学性质及其应用研究”(第一获奖人,2003);
2) 重庆市自然科学一等奖“新型计算环境下的数据安全保护理论与方法”(第一获奖人,2020);
3) 重庆市自然科学一等奖“人工神经网络稳定性与分岔及其应用”(第一获奖人,2017);
4) 重庆市自然科学二等奖“时滞神经网络与混沌同步”(第一获奖人,2005);重庆市自然科学二等奖“混沌控制与同步理论研究”(第二获奖人,2009);
5) 重庆市自然科学三等奖“大规模复杂神经网络的基础理论研究”(第一获奖人,2003)。
4.主持项目(部分)
[1] 长江学者奖励计划,混沌密码技术与无线传感网络中的信息安全研究,2010-2013,已结题,主持;
[2] 国家自然科学基金重点项目,移动社会媒体大数据共享交换中的隐私保护研究,2020.01-2024.12,在研,主持;
[3] 国家重点研发计划课题,科技创新2030-“新一代人工智能”重大项目,具有相变和扩散特性的新一代神经元研究,2019.12-2023.12,在研,主持;
[4] 国家重点研发计划重点项目课题,数字虚拟资产基础数学模型,2016.07-2019.06,已结题,主持;
[5] 国家自然科学基金面上项目,基于完全自治的个人数据交易的隐私保护机制研究,2018.01-2021.12,已结题,主持;
[6] 国家自然科学基金面上项目,云计算框架下大规模科学计算安全外包协议研究,2015.01-2018.12,已结题,主持;
[7] 国家自然科学基金面上项目,无线传感器网络定位算法鲁棒性及安全性研究,2012.01-2015.12,已结题,主持;
[8] 国家自然科学基金面上项目,混沌公钥密码体制及其应用研究,2010.01-2012.12,已结题,主持;
[9] 教育部博士点基金(优先发展领域),移动计算环境下数据收集、分发及其安全性研究,2012-2016,已结题,主持;
[10] 重庆市科技人才培养计划(领军人才)项目,信息安全新技术及其在无线传感器网络的应用,2014.01-2016.12,已结题,主持。
5.学术论文(部分)
[1] Xiaofeng Liao, Jeubang Yu. Robust stability for interval Hopfield neural networks with time delay. IEEE Transactions on Neural Networks, 1998, 9(5): 1042-1045.
[2] Xiaofeng Liao, Zhongfu Wu, Juebang Yu. Stability switches and bifurcation analysis of a neural network with continuously delay. IEEE Transactions on Systems, Man, and Cybernetics-Part A: Systems and Humans, 1999, 29(6): 692-696.
[3] Xiaofeng Liao, Kwok-Wo Wong, Zhongfu Wu, Guanrong Chen. Novel robust stability criteria for interval-delayed Hopfield neural networks. IEEE Transactions on Circuits and Systems I: Fundamental Theory and Applications, 2001, 48(11): 1355-1359.
[4] Xiaofeng Liao, Guanrong Chen, Edgar N Sanchez. LMI-based approach for asymptotically stability analysis of delayed neural networks. IEEE Transactions on Circuits and Systems I: Fundamental Theory and Applications, 2002, 49(7): 1033-1039.
[5] Xiaofeng Liao, Kwok-Wo Wong, Zhongfu Wu. Asymptotic stability criteria for a two-neuron network with different time delays. IEEE Transactions on Neural Networks, 2003, 14(1): 222-227.
[6] Xiaofeng Liao, Kwok-Wo Wong. Robust stability of interval bidirectional associative memory neural network with time delays. IEEE Transactions on Systems, Man, and Cybernetics, Part B (Cybernetics), 2004, 34(2): 1142-1154.
[7] Xiaofeng Liao, Fei Chen, Kwok-Wo Wong. On the aecurity of public-key algorithms based on chebyshev polynomials over the finite field ZN. IEEE Transactions on Computers, 2010, 59(10): 1392-1401.
[8] Xiaofeng Liao, Chuandong Li, Tingwen Huang. Exponential convergence estimates for a single neuron system of neutral-type. IEEE Transactions on Neural Networks and Learning Systems, 2014, 25(7): 1401-1406.
[9] Xiaofeng Liao, Tingwen Huang. Asymptotic stability of a class of neutral delay neuron system in a critical case. IEEE Transactions on Neural Networks and Learning Systems, 2015, 26(12): 3320-3325.
[10] Xiaofeng Liao. Dynamical behavior of chua's circuit with lossless transmission line. IEEE Transactions on Circuits and Systems I: Regular Papers, 2016, 63(2): 245-255.
[11] Huaqing Li, Xiaofeng Liao, Tingwen Huang. Second-order locally dynamical consensus of multiagent systems with arbitrarily fast switching directed topologies. IEEE Transactions on Systems, Man, and Cybernetics: Systems, 2013, 43(6): 1343-1353.
[12] Huaqing Li, Xiaofeng Liao, Xinyu Lei, Tingwen Huang, Wei Zhu. Second-order locally dynamical consensus of multiagent systems with arbitrarily fast switching directed topologies. IEEE Transactions on Circuits and Systems I: Regular Papers, 2013, 60(6): 1595-1607.
[13] Huaqing Li, Xiaofeng Liao, Tingwen Huang, Wei Zhu. Event-triggering sampling based leader-following consensus in second-order multi-agent systems. IEEE Transactions on Automatic Control, 2014, 60(7): 1998-2003.
[14] Nankun Mu, Xiaofeng Liao, Tingwen Huang. Event-based consensus control for a linear directed multiagent system with time delay. IEEE Transactions on Circuits and Systems II: Express Briefs, 2014, 62(3): 281-285.
[15] Huiwei Wang, Xiaofeng Liao, Tingwen Huang, Chaojie Li. Event-triggering sampling based leader-following consensus in second-order multi-agent systems. IEEE Transactions on Systems, Man, and Cybernetics: Systems, 2014, 45(2): 363-369.
[16] Xinggui Liu, Xiaofeng Liao. Fixed-time H∞ control for port-controlled hamiltonian Systems. IEEE Transactions on Automatic Control, 2018, 64(7): 2753-2765.
[17] Yi Yang, Xiaofeng Liao. Filippov hindmarsh-rose neuronal model with threshold policy control. IEEE Transactions on Neural Networks and Learning Systems, 2018, 30(1): 306-311.
[18] Qingguo Lü, Xiaofeng Liao, Tao Xiang, Huaqing Li, Tingwen Huang. Privacy masking stochastic subgradient-push algorithm for distributed online optimization. IEEE Transactions on Cybernetics, 2021, 51(6): 3224-3237, Regular Paper.
[19] Qingguo Lü, Xiaofeng Liao, Huaqing Li, Tingwen Huang. A nesterov-like gradient tracking algorithm for distributed optimization over directed networks. IEEE Transactions on Systems Man Cybernetics-Systems, 2021, 51(10): 6258-6273.
[20] Qingguo Lü, Xiaofeng Liao, Huaqing Li, and Tingwen Huang. Achieving acceleration for distributed economic dispatch in smart grids over directed networks. IEEE Transactions on Network Science and Engineering, 2020, 7(3): 1988-1999.
[21] Qingguo Lü, Xiaofeng Liao, Shaojiang Deng*, and Huaqing Li. ET-DASG: An efficient decentralized algorithm for convex optimization over networks. IEEE Transactions on Network Science and Engineering, 2022, 9(3): 1789-1801.
[22] Qingguo Lü, Xiaofeng Liao, Huaqing Li, and Tingwen Huang. A computation-efficient decentralized algorithm for composite constrained optimization. IEEE Transactions on Signal and Information Processing over Networks, 2020, 6: 774-789.
[23] You Zhao, Xiaofeng Liao, Xing He, Rongqiang Tang. Centralized and collective neurodynamic optimization approaches for sparse signal reconstruction via L1-mminimization. IEEE Transactions on Neural Networks and Learning Systems, DOI: 10.1109/TNNLS.2021.3085314.
[24] Jingxin Liu, Xiaofeng Liao. A projection neural network to nonsmooth constrained pseudoconvex optimization. IEEE Transactions on Neural Networks and Learning Systems, DOI: 10.1109/TNNLS.2021.3105732.
6.专著/专利(部分)
[1] 廖晓峰, 肖迪, 陈勇, 向涛, 《混沌密码学原理及其应用》, 科学出版社, 2009.
[2] 廖晓峰, 李传东, 郭松涛, 《时滞动力学系统的分岔与混沌》, 科学出版社, 2015.
[3] 廖晓峰, 李学明, 张伟, 《计算机网络与信息安全》, 贵州人民出版社, 2004.
[4] 李传东, 廖晓峰, 黄廷文, 郭松涛, 《非线性系统的不连续控制》, 科学出版社, 2013.
[5] Jun Wang, Xiaofeng Liao, Yi Zhang, 《Advances in Neural Networks—ISNN 2005, Part I -III》, Springer, German, 2005.
[6] Huaqing Li, Qingguo Lü, Zheng Wang, Xiaofeng Liao, Tingwen Huang, 《Distributed optimization: Advances in Theories, Methods, and Applications》, Springer, Singapore, 2020.
[7] 廖晓峰, 周庆, 向涛, 肖迪, 邓绍江, “一种电子邮件加密收发系统”, 发明专利, 专利号: ZL200710093005.3.
[8] 廖晓峰, 段书凯, “一种三阶自治混沌系统”, 发明专利, 专利号: ZL200810070275.7.
[9] 周庆, 廖晓峰, 胡月, “一种基于在线手写签名的随机数产生方法”, 发明专利, 专利号: ZL200910103035.7.
[10] 李玻, 杨波, 廖晓峰, “一种网络数字虚拟资产的分类识别系统及方法”, 发明专利, 专利号: ZL201810993470.0.