SERVICE

•  Membership

Transportation Research Board Standing Committee on Information Systems and Technology (AED30) 2019-2025

TransportationResearchBoardStandingCommitteeonAgricultureandFoodTransportation(AT030)2019-2025

• Editor

Lead Guest Editor for Special Issue in Journal of Advanced Transportation on Infrastructure Adaptability in Connected and Autonomous Vehicle-Enabled Traffic Flow Dynamics

• Reviewer(Journals)

TransportationResearchPartB:Methodological,TransportationResearchPartC:EmergingTechnologies,IEEE transactionsonIntelligentTransportationSystems,IEEETransactionsonVehicularTechnology,IEEETransactionsonNeuralNetworksandLearningSystems, AccidentAnalysisPrevention, ACMTransactionsonManagement InformationSystems,AppliedIntelligence,KSCEJournalofCivilEngineering,JournalofTransportationEngineering, IET Intelligent Transport System, Journal of Advanced Transportation, Plos One

•  Reviewer(Conferences)

TransportationResearchBoardAnnualMeeting2012-2024,WorldTransportConference2017-2024,COTAInter- nationalConference ofTransportationProfessionals2011-2024

RESEARCH EXPERIENCE

• Principal Investigator, Crash Risk Identification and Regional Signal Control Sponsor:National Natural Science Foundation of Jiangsu Province

 Funding:CNY 100,000 with Yu’s portion of CNY 100,000 (100%) Duration:Jan.2024 ∼ Dec.2027

• PrincipalInvestigator,Researchonthecoordinativecontrolforconnectedandautonomousvehiclesatintersection Sponsor:StateKeyLaboratoryofInternetofThingsforSmartCity(UniversityofMacau)

 Funding:MOP 50,000 with Yu’s portion of MOP 50,000 (100%) Duration:Jan.2024 ∼ Dec.2025

• Co-PrincipalInvestigator, Crash risk mechanism and control strategy for the mixed traffic flow in vehicle-road coordination environments

Sponsor:NationalNaturalScienceFoundationofChina

 Funding:CNY 2690,000 with Yu’s portion of CNY 358,600 (13.3%) Duration:Jan.2023 ∼ Dec.2027

• Principal Investigator, Nanjing Science and Technology Innovation Project Sponsor:Human Resources and Social Security Bureau of Nanjing

 Funding:CNY 30,000 with Yu’s portion of CNY 30,000 (100%) Duration:Jan.2023 ∼ Dec.2024

• Principal Investigator, Zhishan Scholar Program of Southeast University Sponsor:Southeast University

 Funding:CNY 300,000 with Yu’s portion of CNY 300,000 (100%) Duration:Jan.2022 ∼ Dec.2024

• CoreResearcher,RoadSafetyDesign

Sponsor:NationalNaturalScienceFoundationofChina

 Funding:CNY 4,000,000 with Yu’s portion of CNY 250,000 (6.25%) Duration:Jan.2019 ∼ Dec.2021

• Principal Investigator, Research on regional signal control optimal with uncertainty in data environment Sponsor:National Natural Science Foundation of China

 Funding:CNY 200,000 with Yu’s portion of CNY 200,000 (100%) Duration:Jan.2019 ∼ Dec.2021

• PrincipalInvestigator, Traffic signal control optimal for arterial network considering uncertainty of vehicle-road coordination

Sponsor:PostdoctoralScienceFoundationofChina

 Funding:CNY 80,000 with Yu’s portion of CNY 80,000(100%) Duration:Apr.2018 ∼ Apr.2021

• Co-Principal Investigator, DUI Tracking System Development and Information Extraction Sponsor:Hawaii Department of Transportation

 Funding:$161,280 with Yu’s portion of $16,000 (10%) Principal Investigator:Guohui Zhang and David Ma Duration:Oct.2018 ∼ Sep.2019

• Core Researcher, Statewide Highway Shoreline Protection Study:Preliminary Field Investigation, Rankings and Recommendations

Sponsor:HawaiiDepartmentofTransportation

 PrincipalInvestigator:OceanaFrancis,andCo-PrincipalInvestigators:HorstBrandes,DavidMa,andGuohui Zhang

Duration:Aug.2017∼Jul.2019

• Core Researcher, Low Carbon Transitions of Fleet Operations in Metropolitan Sites Sponsor:National Natural Science Foundation of China

PrincipalInvestigator:PanLiuDuration:Jan.2015∼Feb.2017

• CoreResearcher,IntegrationofReginalNetworkTrafficFlowRoutingGuidanceandTrafficSignalControlSystem Sponsor:National Natural Science Foundation of China

 Principal Investigator:Pan Liu Duration:Jan.2011 ∼ Dec.2013

TEACHING EXPERIENCE

• InstructorDataVisualizationwithPythonLanguage,Fall2022,Fall2023,SoutheastUniversity.

• InstructorDataStrucutureandAlgorithm,Fall2021,Fall2022,Fall2023,SoutheastUniversity.

• Co-instructor CEE436:Transportation Engineering, Dr.Guohui Zhang, Spring 2018, Spring 2019, University ofHawaii at Manoa.

• Co-instructorAnalyticalMethodsinTransportation,Dr.ChengchengXu,Spring2017,SoutheastUniversity

• Co-instructorTrafficEngineering,Prof.PanLiu,Fall2016,SoutheastUniversity

• SupervisingStudents(SoutheastUniversity,China):YazhouLi,PeiyinLi,YuWang,Yucheng Wang

PUBLICATIONS

 Note:∗indicates the corresponding author of the paper; # indicates the graduate or under-graduated student under my guidance; my name is highlighted in bold text

Peer-reviewed Journal Papers

1. Zou,R.,Yu,H.,Yang,H.,Chen,C.,Zhang,G.,2024,SeverityAnalysesofUrbanTwo-Vehicle-InvolvedRear- End Crashes Characterized by Different Configurations Using Mixed Logit Models.Journal of Transportation Engineering, Part A: Systems, 150(2).

2. Zou,R.,Yang,H.,Yu,H.,Chen,C.,Zhang,G.,Ma,D.,2023,Analyzingdriverinjuryseverityintwo-vehicle rear-end crashes considering leading-following configurations based on passenger car and light truck involvement. Accident Analysis & Prevention, 193, 107298.

3. Zhang,Q.^#,Yu,H.,Zhang,G.,Ma,D.,2023,Optimalplanningofflood-resilientelectricvehiclechargingstations.

Computer-AidedCivilandInfrastructureEngineering,38(4),489-507.

4. Wang, Y., Xiong, R., Yu, H., Bao, J., Yang, Z., 2022, A semantic embedding methodology for motor vehicle crash records:A case study of traffic safety in Manhattan Borough of New York City.JournalofTransportationSafety and Security, 14(11), 1913-1933.

5. Yang, M.^#, Yu, H., Bai, L. 2021.Simulation-based evaluation of variation in left-turn paths in the coordinated intersection management, JournalofAdvancedTransportation, 6243530.

6. Han, Y., Yu, H., Li, Z., Xu, C., Ji, Y., Liu, P., 2021, An optimal control-based vehicle speed guidance strategy to improve traffic safety and efficiency against freeway jam waves.AccidentAnalysisandPrevention, 163, 106429.

7. Yu, H., Li, Z.^#, Zhang, G.^∗, Liu, P., Ma, D., 2021, A Fusion Convolutional Neural Network Approach for Driver InjurySeverityAnalysisConsideringUnobservedHeterogeneity.AnalyticMethodsinAccidentResearch,30,100157.

8. Li,Z.^#,Yu,H.^∗,Zhang,G.,Dong,S.,Xu,C.,2021,Network-widetrafficsignalcontroloptimizationusinga multi-agentdeepreinforcementlearning,TransportationResearchPartC:EmergingTechnologies,125,103059.

9. Yu, H., Liu, P.^∗, Fan, Y., Zhang, G., 2021, Developing a Decentralized Signal Control Strategy Considering Link Storage Capacity, TransportationResearchPartC:EmergingTechnologies, 124, 102971.

10. Guo, Y.^∗, Yu, H., Zhang, G., Ma, D., 2021, Exploring the impacts of travel-implied policy factors on COVID-19 spread within communities based on multi-source data interpretations, Health and Place, 69, 102538.

11. Wu,J.,Liu,P.^∗,Zhou,Y.,Yu,H.,2021,Stationarycondition-basedperformanceanalysisofthecontraflowleft- turnlanedesignconsideringtheinfluenceoftheupstreamintersection,TransportationResearchPartC:Emerging Technologies, 122, 102919.

12. Yu,H.,Yuan,R.^#,Li,Z.^#,Zhang,G.^∗,Ma,D.,2020.InvestigateFactorsAffectingDriverInjurySeverityin Snow-Related Rural Single-Vehicle Crashes. Accident Analysis and Prevention, 144, 105587.

13. Yu, H., Li, Z.^#, Zhang, G.^∗, Liu P., 2020, Extracting and Predicting Taxi Hotspots in Spatiotemporal Dimensions Using Conditional Generative Adversarial Neural Networks, IEEE Transactions on Vehicular Technology, 69(4), 3680-3692.

14. Zhang, Q.^#, Yu, H., Li, Z., Zhang, G.^∗, Ma, T., 2020, Assessing Potential Likelihood and Impacts of Landslides on TransportationNetworkVulnerability.TransportationResearchPartD:TransportandEnvironment,82,102304.

15. Yu,H.,Liu,P.,Li,Z.^#,Zhang,G.^∗,Pu,Z.,2020.QuantifyingSignificanceofYoungTravelerCharacteristics in Travel Mode Choices Impacted by E-hailing Services.ASCE Journal of Transportation Engineering, Part A: Systems, 146(3).

16. Yu,H.,Liu,P.^∗,Bai,L.,Lu,X.,2019,DynamicTrafficSignalControlStrategiesConsideringTrafficIncident,

JournalofTrafficandTransportationEngineering(Chinese),19(6),182-190.

17. Yu,H., Li, Z.^#, Zhang, G.^∗, Liu, P., 2019, A latent class approach for driver injury severity analysis in highway single vehicle crash considering unobserved heterogeneity and temporal influence, Analytic Methods in Accident Research, 24, 100110.

18. Li,Z.^#,Yu,H.,Chen,X.,Zhang,G.^∗,Ma,D.,2019,Tsunami-inducedtrafficevacuationstrategyoptimization.

Transportation ResearchPart D:Transportand Environment,77,535-559.

19. Li,Z.^#,Yu,H.,Zhang,G.^∗,Wang,J.,2019,ABayesianvectorautoregression-baseddataanalyticsapproach to enable irregularly-spaced mixed-frequency traffic collision data imputation with missing values.Transportation Research Part C: Emerging Technologies, 108, 302-319.

20. Yu,H.,Chen,X.,Li,Z.^#,Liu,P.,Zhang,G.^∗,2019.Taxi-basedMobilityDemandFormulationandPrediction UsingConditionalGenerativeAdversarialNetwork-DrivenLearningApproaches.IEEEtransactionsonIntelligent Transportation System, 20(10), 3888-3899.

21. Li, Z.^#, Wu, Q., Yu,H., Chen, C., Zhang, G., Tian, Z., Prevedouros, P., 2019.Temporal-Spatial Dimension Extension-BasedIntersectionControlFormulationforConnectedandAutonomousVehicleSystems.Transportation Research Part C: Emerging Technologies104, 234-248.

22. Bao, J., Yu, H.^∗, Wu, J., 2019.Short-term FFBS demand prediction with multi-source data in a hybrid deep learning framework.IET Intelligent Transport Systems, 13(9), 1340-1347.

23. Yu, H.,Ma,R.,Zhang,H.^∗,2018.Optimaltrafficsignalcontrolunderdynamicuserequilibriumandlinkconstraints in a general network.TransportationResearchPartB:Methodological110, 302-325.

24. Yu,H.^∗,Liu,P.,Ma,R.,Bai,Lu,2018.Performanceevaluationofintegratedstrategyofvehiclerouteguidance and traffic signal control using traffic simulation.IET Intelligent Transport Systems 12(7), 696-702.

25. Yu,H.,Liu,P.^∗,Xu,C.,Bai,L.,2017.Optimalintegrationschemesfortrafficvehicleroutesystemandtraffic signalcontrolsystemusingtrafficsimulation.JournalofSoutheastUniversity(NaturalScienceEdition)(Chinese), 2017, 47(5):1026-1031.

26. Bao,J.,Liu,P.^∗,Yu,H.,Xu,C.,2017.Incorporatingtwitter-basedhumanactivityinformationinspatialanalysis of crashes in urban areas.Accident Analysis & Prevention 106, 358-369.

27. Yu, H., Liu, P.^∗, Chen, J., Wang, H., 2014.Comparative analysis of the spatial analysis methods for hotspot identification.Accident Analysis & Prevention 66, 80-88.

28. Yu, H.^∗, Liu, P., Yang, Z., Chen, Y., 2014.Evaluating the effects of signal countdown timers on traffic safety at signalized intersections.Traffic Information and Secrity 32(2), 6-10.

29. Fan,R.^#,Yu,H.,Liu,P.^∗,Wang,W.,Huang,F.,2013.UsingVISSIMsimulationmodelandSSAMforestimating field measured traffic conflicts at freeway merge areas.IET Intelligent Transport Systems 7(1), 68-77.

30. Huang, F., Liu, P.^∗, Yu, H., Wang, W., 2013.Identifying if VISSIM simulation model and SSAM provide reasonable estimates for field measured traffic conflicts at signalized intersections.Accident Analysis & Prevention 50, 1014- 1024.

31. Liu,P.^∗,Yu,H.,Wang,W.,Ma,J.,Wang,S.,2012.Evaluatingtheeffectsofsignalcountdowntimerson queuedischargecharacteristicsatsignalizedintersectionsinChina. TransportationResearchRecord:Journalofthe TransportationResearchBoard2286, 39-48.

32. Liu, P.^∗, Qu, X., Yu, H., Wang, W., Cao, B., 2012.Development of a VISSIM simulation model for U-turns at unsignalized intersections.ASCE Journal of Transportation Engineering 138(11), 1333-1339.

 SelectedPeer-reviewedConferencePapersandPresentations

33. Yu,H.^∗,Li,Z.^#,Yuan,R.,Zhang,G.,2020.DriverInjurySeverityPredictionUsingHighwaySingle-Vehicle Crash Data:A Fusion Convolutional Neural Network Approach.Presentation at the 99th Annual Meeting of the Transportation Research Board.

34. Yu,H., Bao, J.^∗#, Bai, L., Liu, P., 2020.Simulation based Traffic Signal Control Strategies Comparison under NormalandIncidentConditions.Presentationatthe99thAnnualMeetingoftheTransportationResearchBoard.

35. Yuan, R.^#, Yu, H.^∗, Li, Z.^#, Zhang, G., Ma, D., 2020.Investigate Factors Affecting Driver Injury Severity in Snow- Related Rural Single-Vehicle Crashes.Presentation at the 99th Annual Meeting of the Transportation Research Board [Best Young Researcher Award at ANB10].

36. Zhang, Q.^#, Yu,H.^∗, Li, Z.^#, Zhang, G., 2020, Vulnerability Analysis of the Road Network on Oahu under LandslideSusceptibility.Presentationatthe99thAnnualMeetingoftheTransportationResearchBoard.

37. Yu, H.^∗, Liu, P., Li, Z.^#, Zhang, G., Shen, H, 2019.Exploring Factors Affecting Young Travelers’ Mode Choice ConsideringE-hailingServices.Presentedatthe98thAnnualMeetingoftheTransportationResearchBoard.

38. Yu, H., Liu, P.^∗, Zhou, X., 2018.Developing a Decentralized Signal Control Strategy Considering Link Storage Capacity.Presented in the97th Annual Meetingof theTransportationResearchBoard.

39. Yu,H., Ma, R., Liu, P., Zhang, H.^∗, 2015.Optimal Traffic Signal Control Considering DUE Route Choice andQueueSpillbacks.Presentedatthe94thAnnualMeetingoftheTransportationResearchBoard.

40. Yu, H.^∗, Fan, R.^#, Luo, X., Liu, P., 2014.Performance evaluation of combined vehicle route guidance and traffic signalcontrolusingtrafficsimulation.Presentedatthe93rdAnnualMeetingoftheTransportationResearchBoard.

41. Yu, H., Liu, P.^∗, Wang, H., Liang, Q., 2012.Kernel density estimation-based method for hazardous road segments identification.In Proceedings of CICTP 2012.

42. Yu, H., Liu, P.^∗, Huang, J., Zhang, X., 2011.Developing the simulation module of traffic operations in vicinity of speed bumps on highways in VISSIM. In Proceedings of ICCTP 2011.

PATENT&SOFTWARE

 These patents and software were applied for when working in Southeast University.All patent and software applications are owned Southeast University, except when mentioned otherwise.

1.  TrafficManagementandOperation

   • (Patent) A safety evaluation method for uncontrolled intersections targeting the trajectory error of intelligent connected vehicles.Issue Date:Feb.14, 2023, Issue Num.:ZL2022100729567.

   • (Patent)Amethodforpredictingandcorrectingthearrivalofvehiclesatintersectionswithintelligentconnected mixed traffic flow signals.Issue Date:Aug.5, 2022, Issue Num.:ZL2021107935734.

   • (Patent)Signalcontroloptimizationsystembasedoncarryingcapacityofdownstreamlink.IssueDate:Jul. 9, 2021, Issue Num.:ZL2018115114944.

   • (Patent) Signal control optimization target switching system based on average saturation of intersection.Issue Date:Feb.26, 2021, Issue Num.:ZL2018115132270.

   • (Software)Real-timeinformationmonitorforintegratedsystemoftrafficrouteguidanceandtrafficsignal control systems.Issue Num.:2014SR001914.

   • (Patent) An integration approach for traffic route guidance system and traffic signal control.Issue Date:Mar. 18, 2015, Issue Num.:ZL2013100086667.

   • (Patent) A varying-weight evaluation of urban intersection based on rank-sum ratio.Issue Date:Jun.3, 2015, Issue Num.:ZL2013100162001.

   • (Patent) An integration approach for traffic route guidance system and traffic signal control in grid network. Issue Date:Mar.16, 2016, Issue Num.:ZL2014102636632.

   • (Patent)Spatial-temporalanalysisbasedtrafficflowdataclearance.IssueDate:May4,2016,IssueNum.: ZL201310008621X.

   • (Patent) An integration system for traffic route guidance system and traffic signal control. Issue Date:Jun.8, 2016, Issue Num.:ZL201410266162X.

   • (Patent) An integration approach for traffic route guidance system and green wave signal control.Issue Date: Jul.21, 2016, Issue Num.:ZL2014102650697.

2.  TrafficSimulation

   • (Patent) Parameter calibration of simulation model for highway ramp.Issue Date:Apr.13, 2016, Issue Num.: ZL2013100028500.

   • (Software)Geneticalgorithmbasedmulti-purposeparametercalibrationsoftwareforPARAMICS,IssueNum.: 2013SR031268.

3.  TrafficSafety

   • (Software)Decisionsupportsystemforhighwayspeedcontroldevicesfocusingspeedreductionperformance and safety efficiency.Issue Num.:2011SR0096887.

   • (Patent) Hotspot identification device based on equivalent traffic crash counts.Issue Date:Jul.18, 2012, Issue Num.:ZL2010105948178.

   • (Patent)Aguidancetoimplementingspeedreductionmarkingsbasedonthespeedcontrolperformance.Issue Date:Dec.18, 2013, Issue Num.:ZL2011103942754.

   • (Patent) Hotspot identification system using the distribution of traffic safety index.Issue Date:Jan., 28, 2015,Issue Num.:ZL201310016998X.

   • (Patent) Determine the conflict count based on the conflicting traffic flow characteristics.Issue Date:Apr.15, 2015, Issue Num.:ZL2013100047747.

   • (Patent)Amutatorforspeedcontroldeviceonhotspotsegments.IssueData:Jul.1,2015,IssueNum.: ZL2013100222638.

   • (Patent)Amethodforevaluatingthesafetyperformanceofintersectioninurbanarea.IssueDate:Jun.26, 2016, Issue Num.:ZL2013100089665.

6