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JianShen|PersonalAcademicHomepageofSpecialAssociateResearcheratBeijingInstituteofTechnologyJianShenOSSChineseShenJianAssistantProfessorSchoolofMedicalTechnologyBeijingInstituteofTechnologyRoom423,NewCanteen,ZhongguancunCampusEmail:shenjian@bit.edu.cnAcademicProfileShenJianisaSpecialAssociateResearcherandMastersSupervisoratBeijingInstituteofTechnology.Hislongtermresearchfocusesonpsychophysiologicalcomputingandmultimodalmodeling.Interestedinjoiningourresearchgroup?Pleasefeelfreetoemailmeatshenjian@bit.edu.cn.ShenJianisanAssistantProfessorandAssociateResearcheratBeijingInstituteofTechnology,withresearchfocusonpsychophysiologicalcomputingandmultimodalmodeling.Hehasinnovativelyproposedaseriesofintelligentcomputingmethods,promotingthedevelopmentofanewsystematicinterpretiveparadigmforthediagnosisandtreatmentofaffectivedisorders.Byestablishingthecorrelationbetweenpsychologicalstatesandphysiological/behavioraldata,heexploresthedynamicevolutionpatternsandasynchronousassociationmechanismsofpsychologicalstatesandphysiological/behavioralresponsesovertime,andfurthereffectivelydevelopsamultimodalindicatorsystemthatdepictstheoptimalonetoonemappingrelationshipbetweenpsychologicalstatesandphysiological/behavioralresponses.Thisprovidesimportanttheoreticalandmethodologicalreservesfortheeffectiveidentificationandlargescaleearlyscreeningofdepressivedisorders,andeffectivelyaddressesissuessuchasthescarcityofobjectivequantitativeindicatorsystemsfordepression,lowrecognitionaccuracy,andpoorinterpretability.Basedontheseresearchachievements,ShenJianhasaccumulatedover40publishedpapers,includingthoseininternationallyrenownedjournalssuchasIEEETransactionsonAffectiveComputing,IEEEJournalofBiomedicalandHealthInformatics,IEEETransactionsonFuzzySystems,andIEEETransactionsonNeuralSystemsandRehabilitationEngineering,InformationFusion.HeservesasaProgramCommitteeMemberofICIC2024,anEditorialBoardMemberofBMCPsychiatryandScientificReports,areviewerformultiplejournals,andacommunicationreviewexpertfortheNationalNaturalScienceFoundationofChina.Asaprojectleader,hehasbeenapprovedfor9projects,includingthemajornationalspecialproject,theGeneralProgramoftheNationalNaturalScienceFoundationandtheSpecialPostdoctoralFunding.PublicationsInrecentyears,hehaspublishedover40papersininternationallyrenownedjournals,including:IEEETransactionsonAffectiveComputingIEEEJournalofBiomedicalandHealthInformaticsIEEETransactionsonComputationalSocialSystemsIEEETransactionsonNeuralSystemsandRehabilitationEngineeringResearchDirectionsInterpretableModelingMethodsforPsychophysiologicalIndicators:Aimingattheproblemthatclinicalobjectivediagnosisandtreatmentofdepressivedisorderslackinterpretablequantitativeevaluationindicatorsandmodelsbasedonelectroencephalography(EEG),thisresearchproposesintrinsicfeatureoptimizationmethodsandinterpretablemodelingmethodsbasedonEEGsignals,whichareusedtomodelthebrainneuralmechanismsofdepressivedisorderonset.CollaborativeAssociationModelingMethodsforMultimodalIndicators:Focusingontheproblemsofinsufficientmultimodalobjectivequantitativeindicatorsandunclearcollaborativeassociationrelationshipsbetweenmodalitiesincurrentdepressivedisorderidentification,thisresearchstartsfrommultimodalrepresentationsandexploresmethodsforconstructingmultimodalpsychophysiologicalindicatorsystemsandmodelingtheircollaborativeassociationcharacteristics.MultimodalMetricGuidedLargeLanguageModelInterventionMethod:Addressingissuessuchasinconsistentefficacy,significantindividualvariability,andlimitedapplicabilityincurrentinterventionsfordepressivedisorders,thisapproachdelvesintothedoseresponserelationshipbetweenLLMbasedCBTregulationanddepressivedisorders.Itaimstoestablishanoveldiagnosticandtherapeuticframeworkthatintegratesmultimodaldatamodelingtechniqueswithclosedloopnegativefeedbackinterventiondrivenbylargemodels.ResearchGrantsHehasbeenawardedseveralcompetitivegrants,suchas:NationalNaturalScienceFoundationofChina(GeneralProgram)ChinaPostdoctoralScienceFoundation(GeneralFunding)SpecialFundingforPostdoctoralResearchersNewsJul23,2022  ShenJian,ZhangXiaowei*,HuBin,WangGang,DingZhijie,HuBin*.Animprovedempiricalmodedecompositionofelectroencephalogramsignalsfordepressiondetection;IEEETransactionsonAffectiveComputing;2022,13(1):262271.Jul23,2021  ShenJian,XiaoweiZhang*,XiaoHuang,ManxiWu,JinGao,DaweiLu,ZhijieDing,BinHu*.AnoptimalchannelselectionforEEGbaseddepressiondetectionviakerneltargetalignment;IEEEJournalofBiomedicalandHealthInformatics;2021,25(7):25452556.Jul23,2023  ShenJian,ZhangYanan,LiangHuajian,ZhaoZeguang,DongQunxi,QianKun,ZhangXiaowei*,HuBin*.ExploringtheintrinsicfeaturesofEEGsignalsviaempiricalmodedecompositionfordepressionrecognition;IEEETransactionsonNeuralSystemsandRehabilitationEngineering,2023,31:356365.WelcometoJekyll!NewsDecember16,2025OnepaperwasacceptedbyIEEETransactionsonAffectiveComputing.November3,2025Onepatenthasbeengrantedauthorization.October17,2025OnemajornationalspecialprojectwasapprovedbyNationalNaturalScienceFoundationofChina.October5,2025TwopaperswereacceptedbyBIBM2025.September25,2025Onepatenthasbeengrantedauthorization.September23,2025OnepaperwasacceptedbyInformationFusion.September15,2025Onepatenthasbeengrantedauthorization.September11,2025OnepaperwasacceptedbyFrontiersofComputerScience.September11,2025Onepatenthasbeengrantedauthorization.August26,2025Onepatenthasbeengrantedauthorization.August20,2025OneinnovationprojectwasapprovedbyBeijingInstituteofTechnology.August5,2025JianjoinedBMCPsychiatryasanEditorialBoardmember.August3,2025OnepaperwasawardedtheBestPaperatthe19thComplexMedicalEngineeringConference.May12,2025OnepaperwasacceptedbyIEEETransactionsonFuzzySystems.March24,2025OnepaperwasacceptedbyIEEETransactionsonAffectiveComputing.November10,2024OnepaperwasacceptedbyNeurocomputing.SelectedPublishedPapersShenJian,ZhangXiaowei*,HuBin,WangGang,DingZhijie,HuBin*.Animprovedempiricalmodedecompositionofelectroencephalogramsignalsfordepressiondetection.IEEETransactionsonAffectiveComputing,2022,13(1):262271.(SCIQ1,Top,ESIHighlyCited)ShenJian,ZhangYanan,LiangHuajian,ZhaoZeguang,ZhuKexin,QianKun,DongQunxi,ZhangXiaowei*,BinHu*.DepressionrecognitionfromEEGsignalsusinganadaptivechannelfusionmethodviaimprovedfocalloss.IEEEJournalofBiomedicalandHealthInformatics,2023,27(7):32343245.(SCIQ1,Top)ShenJian,ZhangYanan,LiangHuajian,ZhaoZeguang,DongQunxi,QianKun,ZhangXiaowei*,HuBin*.ExploringtheintrinsicfeaturesofEEGsignalsviaempiricalmodedecompositionfordepressionrecognition.IEEETransactionsonNeuralSystemsandRehabilitationEngineering,2022,31:356365.(SCIQ1,Top)ShenJian,XiaoweiZhang*,XiaoHuang,ManxiWu,JinGao,DaweiLu,ZhijieDing,BinHu*.AnoptimalchannelselectionforEEGbaseddepressiondetectionviakerneltargetalignment.IEEEJournalofBiomedicalandHealthInformatics,2021,25(7):25452556.(SCIQ1,Top)ZhangYanan,ShenJian,ZhangRuisheng*,ZhaoZhili.Networkrepresentationlearningviaimprovedrandomwalkwithrestart.KnowledgeBasedSystems,2023,263:110255.(SCIQ1,Top)HuBin*,ShenJian*,ZhuLixian*,DongQunxi*,CaiHanshu*,QianKun*.Fundamentalsofcomputationalpsychophysiology:theoryandmethodology.IEEETransactionsonComputationalSocialSystems,2022,9(2):349355.(SCIQ1)MaYu†,ShenJian†,ZhaoZeguang,LiangHuajian,TanYang,LiuZhenyu,QianKun*,YangMinqiang*,HuBin*.Whatcanfacialmovementsreveal?DepressionrecognitionandanalysisbasedonopticalflowusingBayesiannetworks.IEEETransactionsonNeuralSystemsandRehabilitationEngineering,2023,31:34593468.(SCIQ1)ShenJian,ZhuKexin,ZhaoZeguang,LiangHuajian,MaYu,QianKun,ZhangYanan*,DongQunxi*.Anovelintelligenceevaluationframework:exploringthepsychophysiologicalpatternsofgiftedstudents.IEEETransactionsonComputationalSocialSystems,2024,11(2):20362045.(SCIQ1)DongQunxi,LiZhigang,LiuWeijia,SuYi,WuJianfeng,CaselliRichardJ.,ReimanEricM.,WangYalin*,ShenJian*.CorrelationstudiesofhippocampalmorphometryandplasmaNFLlevelsincognitivelyunimpairedsubjects.IEEETransactionsonComputationalSocialSystems,2023,10(6):36023608.(SCIQ1)ShenJian,LiKunlin,LiangHuajian,ZhaoZeguang,MaYu,WuJinwen,ZhangJieshuo,ZhangYanan*,HuBin*.HEMAsNet:ahemisphereasymmetrynetworkinspiredbythebrainfordepressionrecognitionfromelectroencephalogramsignals.IEEEJournalofBiomedicalandHealthInformatics,2024,28(9):52475259.(SCIQ1,Top)ShenJian#*,ZhuKexin#,LiuHuakang#,WuJinwen,WangKang,DongQunxi*.Tensorcorrelationfusionformultimodalphysiologicalsignalemotionrecognition.IEEETransactionsonComputationalSocialSystems,2024,11(6):72997308.(SCIQ1)ShenJian,WuJinwen,LiangHuajian,ZhaoZeguang,LiKunlin,ZhuKexin,WangKang,MaYu,HuWenbo,GuoChenxu,ZhangYanan*,HuBin*.Physiologicalsignalanalysisusingexplainableartificialintelligence:Asystematicreview.Neurocomputing,2025,618:128920.(SCIQ1,Top)ShenJian,YouLechun,MaYu,ZhaoZeguang,LiangHuajian,ZhangYanan*,HuBin*.UADAAN:AnUncertaintyawareDynamicAdversarialAdaptationNetworkforEEGbasedDepressionRecognition.IEEETransactionsonAffectiveComputing,2025,16(3):21302141.(SCIQ1,Top)ZhangYanan,XuChen,ZhuKexin,MaYu,WangKang,GaoHaoran,ShenJian*,HuBin*.NewParadigmforIntelligentMentalHealth:ASynergisticFrameworkIntegratingLargeLanguageModelsandVirtualStandardizedPatients.IEEETransactionsonComputationalSocialSystems,2025,12(2):464472.(SCIQ1)ShenJian,WuJinwen,ZhangYanan,ZhuKexin,WangKang,HuWenbo,HouKechen,QianKun*,ZhangXiaowei*,HuBin*.MF²Net:ExploringaMetaFuzzyMultimodalFusionNetworkforDepressionRecognition.IEEETransactionsonFuzzySystems,2025,33(9):29242936.(SCIQ1,Top)ZhangYanan,ZhuKexin,GaoHaoran,WangDehao,ShenJian*,HuBin*.Anovelpersonalizedwearablehealthcareframework:exploringEEGpatternsfordepressionmonitoring.FrontiersofComputerScience,2025.(SCIQ1)ShenJian,ZhuKexin,MaRuirui,HuWenbo,TanXiaolin,DengNanxi,ZhouXinnan,LiuYuqi,LiChanglong,XuWentian,XuChen*,ZhangYanan*,HuBin*.EmoSavior:DepressionRecognitionandInterventionviaMultimodalPhysiologicalSignalsandLargeLanguageModels.InformationFusion,2026,127:103772.(SCIQ1)ShenJian,ZhaoShengjie,YaoYuan,WangYue,FengLei.AnoveldepressiondetectionmethodbasedonpervasiveEEGandEEGsplittingcriterion.IEEEInternationalConferenceonBioinformaticsandBiomedicine(BIBM),2017:18791886.(CCFB)ShenJian,ZhangXiaowei,LiJunlei,etal.Depressiondetectionfromelectroencephalogramsignalsinducedbyaffectiveauditorystimuli.ACII,2019:7682.(EI)ShenJian,ChenJiaying,MaYu,CaoZheyu,ZhangYanan*,HuBin*.ExplainabledepressionrecognitionfromEEGsignalsviagraphconvolutionalnetwork.IEEEInternationalConferenceonBioinformaticsandBiomedicine(BIBM),2023:14061412.(CCFB)ShenJian,WangKang,ZhaoZeguang,ZhangYanan*,TianFuze,ZhangXiaowei*,DongQunxi*,HuBin*.WDANet:WassersteinDistributionInspiredDynamicAdversarialNetworkforEEGBasedCrossDomainDepressionRecognition.IEEETransactionsonAffectiveComputing,2026:114.(SCIQ1,Top)AuthorizedPatentsHuBin,ZhangXiaowei,ShenJian,LiNa,PanJing,LiJunlei,WuManxi.AdepressiondetectionsystembasedonoptimalleadselectionfrommultileadEEG,China,PatentNo.201911156635.X,August12,2022.HuBin,ZhangXiaowei,LiJunlei,HouKechen,ShenJian.AportableEEGdepressiondetectionsystemcombinedwithdemographicattentionmechanism,China,PatentNo.ZL202010469004.X,May26,2023.HuBin,DongQunxi,ShenJian,LiuHonghong.MethodanddeviceforpredictingbrainagebasedonsMRImultidimensionaltensormorphologicalfeatures,China,PatentNo.202210551856.2,July26,2024.HuBin,LiangHuajian,ShenJian,DongQunxi,ChenJiaying,MaRuirui,ZhaoZeguang,ZhuKexin,YouLechun.Multimodalphysiologicalsignalsemanticalignmentmethodandsystemforemotionrecognition,China,PatentNo.202310539937.5,August26,2025.HuBin,ShenJian,DongQunxi,TianFuze,WangKang,ZhuKexin,HuWenbo.Adepressionrecognitionsystembasedonmultimodaldomainadaptation,China,PatentNo.202411521011.4,September11,2025.HuBin,ShenJian,ZhangYanan,GuoChenxu,HuWenbo,WuJinwen.Anemotionrecognitionsystembasedonmultimodalphysiologicalandsocialinformation,China,PatentNo.202411243948.X,September15,2025.HuBin,ShenJian,LiangHuajian,MaRuirui,XuYihong,WangZiye,WuXinyu,ZhangYuxuan.Amultimodalemotionrecognitionsystembasedongloballocalspatiotemporalsemanticalignment,China,PatentNo.202411466424.7,September25,2025.HuBin,TianFuze,DongQunxi,ZhuLixian,ShenJian,FanTianqi,WangRui,LiuJingyu.Adualmodeoptoelectronicdepressionpopulationassessmentsystemcombiningfunctionalnearinfraredspectroscopyandelectroencephalography,China,PatentNo.202411637590.9,November07,2025.HuBin,ShenJian,ZhuKexin,MaYu,WangKang,XuChen,GaoHaoran,MaRuirui.Multimodallargemodelrecognitionandintelligentinterventionmethodsandsystemsformentaldisorders,China,PatentNo.202510473405.5,November21,2025.HuBin,ShenJian,ZhaoZeguang,DongQunxi,LiangHuajian,ZhuKexin,YouLechun,MaYu,WuJinwen.Amethodandsystemfordetectingemotionalstatesbasedonadversarialtraining,20251205,China,PatentNo.202310403875.5,December07,2025.ResearchProjects2024.1–2027.12NationalNaturalScienceFoundationofChina(GeneralProgram)Funding:500,0002021.11–2024.11ChinaPostdoctoralScienceFoundation(GeneralProgram)Funding:80,0002024.6–2024.11ChinaPostdoctoralScienceFoundation(SpecialFoundation)Funding:180,0002025.2–2026.01ChinaUniversityResearchInnovationFund–DigitalIntelligenceInnovationandTalentSpecialProjectFunding:500,0002024.01–2024.12BeijingInstituteofTechnologyScienceandTechnologyInnovationPlan–ScientificResearchBaseSupportSpecialProgramFunding:20,0002024.05–2026.05OpenResearchProjectoftheProvincialKeyResearchPlatform,FirstHospitalofHebeiMedicalUniversityFunding:60,0002024.11–2027.12BeijingInstituteofTechnologyBaseandTalentSpecialProgramFunding:400,0002025.06–2026.03UndergraduateEducationTeachingReformandTeachingConstructionProjectofBeijingInstituteofTechnologyFunding:20,0002025.01–2027.12BeijingInstituteofTechnologyScienceandTechnologyInnovationPlan–SpecialProgramforInnovationinOriginalBasicFrontierInterdisciplinaryFieldsFunding:300,0002026.01–2028.12MajorNationalSpecialProjectofNationalNaturalScienceFoundationofChinaFunding:400,000CurrentStudentsClassof2022:MaYu(Ph.D.),ZhuKexin(Ph.D.)Classof2023:WangKang(Ph.D.),HuWenbo(Master),GuoChenxu(Master)Classof2024:GaoHaoran(Ph.D.),LiKunlin(Ph.D.)Classof2025:DengNanxi(Master),LuChenyang(Master),TanXiaolin(Master)GraduatedStudentsClassof2019:YouLechun(Bachelor),CaoZheyu(Bachelor)Classof2020:ChenJiaying(Bachelor)Classof2021:LiangHuajian(Master),ZhaoZeguang(Master)Classof2022:WuJinwen(Master)subscribeviaRSS©Copyright2026JianShen.PoweredbyJekyll.Lastupdated:January12,2026.Yourawesometitleyouremail@example.comjekylljekyllrbWriteanawesomedescriptionforyournewsitehere.Youcaneditthislinein_config.yml.Itwillappearinyourdocumentheadmeta(forGooglesearchresults)andinyourfeed.xmlsitedescription.

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