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个人简介

个人背景 学习经历:1996.09-2000.07学士(一等荣誉)新加坡国立大学2000.09-2004.06博士新加坡国立大学计算机学院工作经历2004.06-2007.02讲师澳大利亚昆士兰大学2007.03-2009.12高级讲师澳大利亚昆士兰大学2010.01-2011.12Reader澳大利亚昆士兰大学2012.01-2014.01教授澳大利亚昆士兰大学2014.02至今教授电子科技大学个人简介国家特聘专家、四川省特聘专家,电子科技大学教授、博导。一直从事最前沿的计算机科学研究,研究方向包括大数据、多媒体、计算机数据、机器学习等。研究成果引领了国际高维复杂大数据索引的研究,在国际上率先实现了海量视频数据实时内容搜索。累计发表了100多篇高水平同行评审论文,绝大部分发表在为本领域顶级会议或期刊上,如VLDBJournal,TOIS,TKDE,TIP,TMM,PatternRecognition、ACMSIGMOD、ACMMultimedia、VLDB、ICDE、CVPR等。曾多次被很多国际会议或者研讨会邀请做大会报告。目前担任数据库领域重要期刊IEEETransactionsonKnowledgeandDataEngineering编委,曾任IEEETransactionsonMultimedia和WorldWideWebJournal的客座编委。申恒涛教授担任多个国际重要会议程序委员会联合主席,包括多媒体领域最高水平学术会议ACMMultimedia2015;成功举办过数据库重要学术会议ICDE2013和多媒体顶级会议ACMMultimedia2015。申恒涛教授也与世界许多知名大学建立了长期合作与互访关系,是名古屋大学和新加坡国立大学的访问教授(VisitingProfessor)。曾获得2010年澳洲计算研究与教育学会(ComputingResearchandEducationAssociationofAustralasia)授予的ChrisWallace 研究项目 [1]“移动交互环境下的大媒体内容分析与检索”项目2017.01-2021.12国家级国家级自然 科学基金重点项目 [2]“情境感知的移动视频检索关键技术和应用”项目2015.01-2017.12校级中央高校 基本科研业务费基础研究项目 [3]"SynergisingMultimediaContentUnderstandingwithSocialDataAnalysis".2013-2015国家级澳大利亚研究理事会 [4]"TamingtheUncertaintyinTrajectoryData".2013-2015国家级澳大利亚研究理事会 [5]"RealisingtheValueofMobileVideoswithContextAwareness".2013-2016国家级澳大利亚研究理事会 [6]"SpottingNear-duplicateSequencesfromOnlineDatabases,StreamsandCommunities"2010-2012国家级澳大利亚研究理事会 [7]"EffectiveandEfficientVideoSearch".2009-2011国家级澳大利亚研究理事会 [8]"PreferPeer:TowardsEfficientLocation-awarePreferenceSearchinMobilePeer-to-PeerDatabases"2007-2009国家级澳大利亚研究理事会 [9]"EfficientSimilarityQueryProcessinginHigh-dimensionalDatabase"2006-2008国家级澳大利亚研究理事会 [10]"EffectiveandEfficientIndexingforRealtimeVideoSearch"2008-2010国家级澳大利亚工业、创新、科研与高等教育部 教学工作 本科生课程:[1]2014-2015第1学期《计算机前沿知识讲座》[2]2016-2017第1学期《大媒体前沿技术:机遇与挑战》

研究领域

科研方向 多媒体、模式识别、数据库、数据挖掘、计算机视觉、人工智能

近期论文

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[1]XiaofangZhou,AlanF.Smeaton,QiTian,DickC.A.Bulterman,HengTaoShen,KetanMayer-Patel,ShuichengYan:Proceedingsofthe23rdAnnualACMConferenceonMultimediaConference,MM'15,Brisbane,Australia,October26-30,2015.ACM2015,ISBN978-1-4503-3459-4.[2]EduardC.Dragut,HengTaoShen:ProceedingsoftheSIGMOD2016PhDSymposium,SanFrancisco,California,USA,June26,2016.ACM2016,ISBN978-1-4503-4192-9.[3]PabloBarceló,HengTaoShen:Proceedingsofthe2015ACMSIGMODPhDSymposium,Melbourne,VIC,Australia,May31-June04,2015.ACM2015,ISBN978-1-4503-3529-4.[4]ADBimbo,KCandan,JLuo,TMei,NSebe,HTShen,CGMSnoek,RYan.GuestEditorialSpecialSectiononSocio-MobileMediaAnalysisandRetrieval.IEEETransactionsonMultimedia,16(3),586-587,2014.[5]HengTaoShen,Xian-ShengHua,JieboLuo,VincentOria:Guesteditorial:content,conceptandcontextmininginsocialmedia.WorldWideWeb(WWW),15(2):115-116,2012.[6]YanchunZhangandHengTaoShen.Proceedingsofthe22ndAustralasianDatabaseConference(ADC2011),Volume115,CRPIT.[7]HengTaoShenandAthmanBouguettaya.Proceedingsofthe21stAustralasianDatabaseConference(ADC2010),Volume104,CRPIT.[8]HengTaoShenandJianPei.WAIM2010Workshops,LNCS6185,Springer.[9]HengTaoShen,JinbaoLi,MingluLi,JunNi,WeiWang.APWeb2006Workshops,LNCS3842,Springer.[10]XiaofangZhou,JianzhongLi,HengTaoShen,MasaruKitsuregawa,andYanchunZhang.ProceedingsofAPWeb2006,LNCS3841,Springer.期刊论文[11]GangHu,JieShao,FenglinLiu,YuanWang,HengTaoShen."IF-Matching:TowardsAccurateMap-MatchingwithInformationFusion".IEEETransactionsonKnowledgeandDataEngineering(TKDE),2016.(CCFA)[12]DongxiangZhang,LongGuo,LiqiangNie,JieShao,SaiWu,HengTaoShen."TargetedAdvertisinginPublicTransportationSystemswithQuantitativeEvaluation".ACMTransactionsonInformationSystems(TOIS),2016.(CCFA)[13]YuanzhouhanCao,ChunhuaShen,HengTaoShen."ExploitingDepthfromSingleMonocularImagesforObjectDetectionandSemanticSegmentation".IEEETransactionsonImageProcessing(TIP),pages1-10,2016.(CCFA)[14]LitaoYu,yangyang,ZiHuang,PengWang,JingkuanSongandHengTaoShen."WebVideoEventRecognitionbySemanticAnalysisfromUbiquitousDocuments".IEEETransactionsonImageProcessing(TIP),25(12):5689-570,2016.(CCFA)[15]FuminShen,XiangZhou,YangYang,JingkuanSong,HengTaoShenandDachengTao."AFastOptimizationMethodforGeneralBinaryCodeLearning".IEEETransactionsonImageProcessing(TIP),25(12):5610-5621,2016.(CCFA)[16]JingkuanSong,LianliGao,FeipingNie,HengTaoShen,andNicuSebe."OptimizedGraphLearningusingPartialTagsandMultipleFeaturesforImageandVideoAnnotation".IEEETransactionsonImageProcessing(TIP),25(11):4999-5011,2016.(CCFA)[17]HaoXiong,TongliangLiu,DachengTao,andHengTaoShen."DualDiversifiedDynamicalGaussianProcessLatentVariableModelforVideoRepairing".IEEETransactionsonImageProcessing(TIP),25(8):3626-3637,2016.(CCFA)[18]XiaoboShen,FuminShen,Quan-senSun,YangYang,Yun-HaoYuan,HengTaoShen."Semi-pairedDiscreteHashing:LearningLatentHashCodesforSemi-pairedCross-viewRetrieval".IEEETransactionsonCybernetics(TCYB),2016.(JCR一区)[19]PengWang,YuanzhouhanCao,ChunhuaShen,LingqiaoLiu,HengTaoShen.“TemporalPyramidPoolingBasedConvolutionalNeuralNetworksforActionRecognition”.IEEETransactionsonCircuitsandSystemsforVideoTechnology(TCSVT),2016.[20]LitaoYu,ZiHuang,JieweiCao,HengTaoShen."ScalableVideoEventRetrievalbyVisualStateBinaryEmbedding".IEEETransactionsonMultimedia(TMM),18(8):1590-1603,2016.(JCR二区)[21]JingkuanSong,HengTaoShen,JianfengWang,ZiHuang,NicuSebe,JingdongWang."ADistance-Computation-FreeSearchSchemeforBinaryCodeDatabases".IEEETransactionsonMultimedia(TMM),18(3):484-495,2016.(JCR二区)[22]FuminShen,ChunhuaShen,XiangZhou,YangYangandHengTaoShen."FaceImageClassificationbyPoolingRawFeatures".PatternRecognition(PR),54:94-103,2016.(JCR二区)[23]ShuaiLiao,XirongLi,HengTaoShen,YangYang,andXiaoyongDu."TagFeaturesforGeo-AwareImageClassification".IEEETransactionsonMultimedia(TMM),17(7):1058-1067,2015.(JCR二区)[24]FuminShen,ChunhuaShen,QinfengShi,AntonvandenHengel,ZhenminTangandHengTaoShen."HashingonNonlinearManifolds”.IEEETransactionsonImageProcessing(TIP),24(6):1839-1851,2015.(CCFA)[25]YangYang,ZhigangMa,YiYang,FeipingNieandHengTaoShen.“Multi-TaskSpectralClusteringbyExploringInter-TaskCorrelation”.IEEETransactionsonCybernetics(TOC),45(5):1069-1080,2015.(CCFA)[26]JianfengWang,JingdongWang,JingkuanSong,Xin-ShunXu,HengTaoShen,andShipengLi."OptimizedCartesianK-means".IEEETransactionsonKnowledgeandDataEngineering(TKDE),27(1):180-192,2015.(CCFA)[27]YingfanLiu,JiangtaoCui,ZiHuang,HuiLi,andHengTaoShen."SKLSH:AnEfficientIndexStructureforApproximateNearestNeighborSearch".InProceedingsof40thVLDB,7(9):745-756,2014.(CCFA)[28]JiujunLiu,YiYang,ZiHuang,YangYangandHengTaoShen."OntheInfluencePropagationofWebVideos".IEEETransactionsonKnowledgeandDataEngineering(TKDE),26(8):1961-1973,2014.(CCFA)[29]YingZhang,WenjieZhang,QianluQin,XueminLin,andHengTaoShen."EffectivelyIndexingtheMulti-dimensionalUncertainObjects".IEEETransactionsonKnowledgeandDataEngineering(TKDE),26(3):608-622,2014.(CCFA)[30]JingkuanSong,YiYang,ZiHuang,HengTaoShen,andJieboLuo."EffectiveMultipleFeatureHashingforLarge-scaleNear-duplicateVideoRetrieval".IEEETransactionsonMultimedia(TMM),15(8):1-12,2013.(JCR二区)[31]YangYang,YiYang,HengTaoShen,YanchunZhang,XiaoyongDuandXiaofangZhou."DiscriminativeNonnegativeSpectralClusteringwithOut-of-SampleExtension".IEEETransactionsonKnowledgeandDataEngineering(TKDE),25(8):1760-1771,2013.(CCFA)[32]JianbinQin,WeiWang,ChuanXiao,XueminLinandHengTaoShen."VChunkJoin:AnEfficientAlgorithmforEditSimilarityJoins".IEEETransactionsonKnowledgeandDataEngineering(TKDE),25(8):1916-1929,2013.(CCFA)[33]XiaofengZhu,ZiHuang,HongCheng,JiangtaoCui,andHengTaoShen."SparseHashingforFastMultimediaSearch".ACMTransactionsonInformationSystems(TOIS),31(2),2013.(CCFA)[34]YangYang,ZiHuang,YiYang,HengTaoShenandJieboLuo."LocalImageTaggingviaGraphRegularizedJointGroupSparsity".PatternRecognitin(PR),46(5):1358-1368,2013.(JCR二区)[35]XiaofengZhu,ZiHuang,JiangtaoCui,HengTaoShen."Video-to-ShotTagPropagationbyGraphSparseGroupLasso".IEEETransactionsonMultimedia(TMM),15(3):633-646,2013.(JCR二区)[36]XiaofengZhu,ZiHuang,YangYang,HengTaoShen,ChangshengXu,andJieboLuo."Self-taughtDimensionalityReductionontheHigh-dimensionalSmall-sizedData".PatternRecognitin(PR),46(1):215-229,2013.(JCR二区)[37]XiaofengZhu,ZiHuang,HengTaoShen,JianChengandChangshengXu."DimensionalityReductionbyMixedKernelCanonicalCorrelationAnalysis".PatternRecognition(PR),45(8):3003-3016,2012.(JCR二区)[38]YiYang,FeiWu,FeipingNie,HengTaoShen,YuetingZhuangandAlexanderG.Hauptmann."Web&PersonalImageAnnotationbyMiningLabelCorrelationwithRelaxedVisualGraphEmbedding".IEEETransactionsonImageProcessing(TIP),21(3):1339-1351,2012.(CCFA)[39]JiajunLiu,ZiHuang,HengTaoShenandBinCui."Correlation-basedRetrievalforHeavilyChangedNear-duplicateVideos".ACMTransactionsonInformationSystems(TOIS),29(4),2011.(CCFA)[40]JieShao,HengTaoShen,ZiHuangandXiaofangZhou."ExploringDistributionalDiscrepancyforMulti-dimensionalPointSetRetrieval".IEEETransactionsonMultimedia(TMM).13(1):71-78,2011.(JCR二区)[41]ZiHuang,HengTaoShen,JieShao,BinCuiandXiaofangZhou."PracticalOnlineNear-duplicateSubsequenceDetectionforContinuousVideoStreams".IEEETransactionsonMultimedia(TMM).12(5):386-398,2010.(JCR二区)[42]ZiHuang,BoHu,HongCheng,HengTaoShen,HongyanLiuandXiaofangZhou."MiningNear-duplicateGraphforCluster-basedRerankingofWebVideoSearchResults".ACMTransactionsonInformationSystems(TOIS),28(4),2010.(CCFA)[43]ZiHuang,HengTaoShen,JieShao,XiaofangZhouandBinCui."BoundedCoordinateSystemIndexingforReal-timeVideoClipSearch".ACMTransactionsonInformationSystem(TOIS),27(3),2009.(CCFA)[44]KeDeng,XiaofangZhou,HengTaoShen,ShaziaSadiqandXueLi."InstanceOptimalQueryProcessinginSpatialNetworks".VLDBJournal,18(3):675-693,2009.(CCFA)[45]HengTaoShen,JieShao,ZiHuangandXiaofangZhou."EffectiveandEfficientQueryProcessingforVideoSubsequenceIdentification",IEEETransactiononKnowledgeandDataEngineering(TKDE),21(3):321-334,2009.(CCFA)[46]HengTaoShen,ShouxuJiang,Kian-LeeTan,ZiHuangandXiaofangZhou."SpeedUpInteractiveImageRetrieval".VLDBJournal,18(1):329-343,2008.(CCFA)[47]KeDeng,XiaofangZhou,HengTaoShen,QingLiu,KaiXu,andXueminLin,"AMulti-resolutionSurfaceDistributionModelfork-NNQueryProcessing",VLDBJournal,17(5):1101-1119,2008.(CCFA)[48]JieShao,ZiHuang,HengTaoShen,XiaofangZhou,Ee-PengLimandYijunLi."BatchNearestNeighborSearchforVideoRetrieval".IEEETransactiononMultimedia(TMM),10(3):409-420,2008.(JCR二区)[49]ZiHuang,HengTaoShen,andXiaofangZhou."LocalizedCo-occurrenceModelforFastApproximateSearchin3DStructureDatabases".IEEETransactiononKnowledgeandDataEngineering(TKDE),20(4):519-531,2008.(CCFA)[50]HengTaoShen,XiaofangZhouandAoyingZhou."AnAdaptiveandDynamicDimensionalityReductionMethodforHigh-dimensionalIndexing".VLDBJournal,16(2):219-234,2007.(CCFA)[51]HongLu,BengChinOoi,HengTaoShen,andXiangyangXue."HierarchicalIndexingStructureforEfficientSimilaritySearchinVideoRetrieval".IEEETransactiononKnowledgeandDataEngineering(TKDE),18(11):1544-1559,2006.(CCFA)[52]KaiXu,XiaofangZhou,XueminLin,HengTaoShen,andKeDeng."AMulti-ResolutionTerrainModelforEfficientVisualizationQueryProcessing".IEEETransactiononKnowledgeandDataEngineering(TKDE),18(10):1382-1396,2006.(CCFA)[53]H.V.Jagadish,BengChinOoi,HengTaoShen,Kian-LeeTan,"Towardsefficientmulti-featurequeryprocessing".IEEETransactiononKnowledgeandDataEngineering(TKDE),18(3):350-362,2006.(CCFA)[54]HengTaoShen,YanFengShuandBeiYu."EfficientSemantic-basedContentSearchinP2PNetwork".IEEETransactiononKnowledgeandDataEngineering(TKDE),16(7):813-826,2004.(CCFA)会议论文[55]XiaoshuaiSun,JieweiCao,ChaoLi,LeiZhu,andHengTaoShen,"Web-basedSemanticFragmentDiscoveryforOn-lineLingual-VisualSimilarity".AAAIConferenceonArtificialIntelligence(AAAI),2017.(CCFA)[56]XiaoshuaiSun,ZiHuang,HongzhiYin,HengTaoShen."AnIntegratedModelforEffectiveSaliencyPrediction".AAAIConferenceonArtificialIntelligence(AAAI),2017.(CCFA)[57]LianliGao,PengWang,JingkuanSong,ZiHuang,JieShaoandHengTaoShen,"TITLE:EventVideoMashup:fromHundredsofVideostoMinutesofSkeleton",AAAIConferenceonArtificialIntelligence(AAAI),2017.(CCFA)[58]YangYang,YadanLuo,WeilunChen,FuminShen,JieShaoandHengTaoShen."Zero-ShotHashingviaTransferringSupervisedKnowledge".InProceedingsof24thACMInternationalConferenceonMultimedia(ACMMM),pages1286-1295,2016.(CCFA)[59]XingXu,FuminShen,YangYang,HengTaoShen,LiHe,JingkuanSong."Cross-modalRetrievalwithLabelCompletion".InProceedingsof24thACMInternationalConferenceonMultimedia(ACMMM),2016.(short)(CCFA)[60]ZhaoGuo,LianliGao,JingkuanSong,XingXu,JieShao,HengTaoShen,"Attention-basedLSTMwithSemanticConsistencyforVideosCaptioning".InProceedingsof24thACMInternationalConferenceonMultimedia(ACMMM),2016.(short)(CCFA)[61]JieweiCao,ZiHuang,PengWang,ChaoLi,XiaoshuaiSunandHengTaoShen."Quartet-netLearningforVisualInstanceRetrieval".InProceedingsof24thACMInternationalConferenceonMultimedia(ACMMM),2016.(short)(CCFA)[62]YiBin,YangYang,FuminShen,XingXuandHengTaoShen."BidirectionalLong-ShortTermMemoryforVideoDescription".InProceedingsof24thACMInternationalConferenceonMultimedia(ACMMM),2016.(short)(CCFA)[63]PengWang,LingqiaoLiu,ChunhuaShen,ZiHuang,AntonvanHengel,HengTaoShen.“Hi,Detector,What'sWrongwithThatObject?IdentifyingIrregularObjectFromImagesbyModellingtheDetectionScoreDistribution”,InProceedingsof29thIEEEConferenceonComputerVisionandPatternRecognition(CVPR),2016.(CCFA)[64]YangYang,FuminShen,ZiHuang,HengTaoShen."AUnifiedFrameworkforDiscreteSpectralClustering".InProceedingsofthe27thInternationalJointConferencesonArtificialIntelligence(IJCAI),pages2273-2279,2016.(CCFA)[65]LianliGao,JingkuanSong,FeipingNie,NicuSebeandHengTaoShen."Graph-without-cut:AnIdealGraphLearningforImageSegmentation".InProceedingsofthe30thAAAIConferenceonArtificialIntelligence(AAAI),pages1188-1194,2016.(CCFA)

学术兼职

人才计划国家特聘专家四川省特聘专家成都“人才计划”专家学术任职澳大利亚昆士兰大学教授澳大利亚研究理事会FutureFellow名古屋大学访问教授新加坡国立大学访问教授学术服务编委《IEEETransactionsonKnowledgeandDataEngineering》(2012年至今)客座编委《IEEETransactionsonMultimedia》,2012《WorldWideWebJournal》,2011国际会议程序委员会联席主席ACMMultimedia2015;PCM2011;ADC2011and2010;MOUND2010国际会议程序委员会领域主席ICME2013,ACMMultimedia2012;ICDE2012;HPCC2010;DICTA2010国际会议程序委员会本土联席主席ICDE2013研讨会联席主席WAIM2010联合大会主席TheInternationalWorkshoponAdvancesinLarge-ScaleMultimediaDataCollection,MiningandRetrieval2012国际会议程序委员会委员ACMMultimedia,ACMSIGMOD,ACMSIGKDD,VLDB,ICDE

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