导师介绍

导师姓名
卢宏涛
导师性别男
职务职称教授.
所在院系电子信息与电气工程学院
所属学科计算机科学与技术
研究方向机器学习模式识别
联系电话021－34204879
电子邮箱lu-ht@cs.sjtu.edu.cn

个人简介

卢宏涛，1997年东南大学获博士学位，1999年复旦大学博士后出站，1999年至今在上海交通大学计算机系工作，现为上海交通大学计算机系教授。研究方向为机器学习、模式识别、复杂网络等。在研及完成863、国家自然基金、教育部新世纪优秀人才计划、教育部博士点基金和上海市曙光计划等多项项目。近年来在IEEETransactionsonNeuralNetworks,NeuralNetworks,Patternrecognition等国际学术期刊发表SCI论文近100篇，发表的论文SCI他人超过500次。2005年入选教育部新世纪优秀人才支持计划，2003年获上海市曙光学者称号，获2010年度上海市自然科学二等奖，2003年上海市青年优秀科技论文一等奖和2002年上海交通大学横山亮次优秀论文奖。可招数学专业同学。
代表性论著

1.DarongLai,XinyiYang,GangWu,YuanhuaLiuandChristineNardini,InferenceofGeneNetworks-applicationtoBifidobacterium,Bioinformatics,vol.27,No.2,pp.232-237,2011.2.DarongLai,ChristineNardiniandHongtaoLu,Partitioningnetworksintocommunitiesbymessagepassing,PhysicalReviewE,vol.83,016115,2011.3.DarongLai,HongtaoLuandChristineNardini,Enhancedmodularity-basedcommunitydetectionbyrandomwalknetworkpreprocessing,PhysicalReviewE,vol.81,066118,2010.4.DarongLai,HongtaoLuandChristineNardini,Extractingweightsfromedgedirectionstofindcommmunitiesindirectednetworks,JournalofStatisticalMechanics:TheoryandExperiment,2010,P06003.5.DarongLai,HongtaoLuandChristineNardini,FindingcommunitiesindirectednetworksbyPageRankrandomwalkinducednetworkembedding,PhysicaA:StatisticalMechanicsanditsApplications,vol.389,pp.2443-2454,20106.WuX,LuH.“Generalizedprojectivesynchronizationbetweentwodifferentgeneralcomplexdynamicalnetworkswithdelayedcoupling”.PhysicsLettersA,Volume374,Issue38,2010,Pages3932-3941.7.WuX,LuH.“Exponentialsynchronizationofweightedgeneraldelaycoupledandnon-delaycoupleddynamicalnetworks”.Computers&MathematicswithApplications,Volume60,Issue8,2010,Pages2476-2487.8.WeiLu,HongtaoLuandFu-LaiChung,“Featurebasedrobustwatermarkingusingimagenormalization”,ComputersandElectricalEngineering,36(2010)2-18.9.WeiLu,WeiSunandHongtaoLu,“RobustwatermarkingbasedonDWTandnonnegativematrixfactorization”,ComputersandElectricalEngineering,35(2009)183-188.10.QijunZhao,HongtaoLu,“PCA-basedwebpagewatermarking,”PatternRecognition,40(2007)1334-1341.11.WeiLu,Fu-LaiChung,HongtaoLuandKup-SzeChoi,DetectingFakeImagesUsingWatermarksandSupportVectorMachines.ComputerStandardandInterface，30（2008）132-136.12.QijunZhao,DavidZhang,L.ZhangandHongtaoLu，“EvolutionaryDiscriminantFeatureExtractionwithApplicationtoFaceRecognition,”EURASIPJournalonAdvancesinSignalProcessing,vol.2009,paperID465193.13.XutaoWang,HongtaoLu,andGuanrongChen,TheModelingofWeightedComplexNetworks.ModernPhysicsLettersB，vol.21,No.16,pp.2813-2820,2007.14.ZhenyongFu,HongtaoLu,andWenbinLi.IncrementalVisualObjectsClusteringwiththeGrowingVocabularyTree.AcceptedbyMULTIMEDIATOOLSANDAPPLICATIONS，DOI10.1007/s11042-010-0616-x。15.TianOuyang,HongtaoLu,BaoliangLv.VIGILANCEANALYSISBASEDONEEGSIGNALS:SEEKINGFORSUITABLEFEATURES.JournalofBiologicalSystems,Vol.18(October2010),pp.81–99.16.HongtaoLu,XianzhongLongandJingyuanLv.AFastAlgorithmforRecoveryofJointlySparseVectorsbasedontheAlternatingDirectionMethods.AISTATS2011(Oral,acceptancerate8.1%).17.WeiHe,Takayoshi,HongtaoLu,andShihongLao,“SURFtracking,”thetwelfthInternationalConferenceonComputerVision(ICCV2009,录用率12%),Kyoto,Japan,Sep.29—Oct.2,2009..18.XiangyangLiu,HongtaoLuandDaqiangZhang,“HeadPoseEstimationbasedonManifoldEmbeddingandDistanceMatricLearning”,NinthAsianConferenceonComputerVision(ACCV2009),Xi’an,China,Sep.23-27,2009.(Bestpaperaward)(Oral,Oral录取率5%)19.HongtaoLuandShun-ichiAmari,“Globalexponentialstabilityofmultitimescalecompetitiveneuralnetworkswithnonsmoothfunctions,”IEEETransactionsonNeuralNetworks,vol.17,no.5,pp.1152-1164,Sep.2006.20.HongtaoLuandC.A.Leeuven,“Synchronizationofchaoticneuralnetworksviaoutputorstatecoupling,”Chaos,SolitonsandFractals,30(2006)166-176.21.QijunZhao,DavidZhangandHongtaoLu,“Adirectevolutionaryfeatureextractionalgorithmforclassifyinghighdimensionaldata,”AAAI’06,pp.561-566,2006.