Shu Wei
Associate Research Scientist in PediatricsAbout
Research
Publications
2026
Eyes Can’t Always Tell: Fusing Eye Tracking and User Priors for User Modeling under AI Advice Conditions
Sun X, Wei S, Pan T, Wang Y, Bosch J, Echizen I, Ali A, Sugawara S. Eyes Can’t Always Tell: Fusing Eye Tracking and User Priors for User Modeling under AI Advice Conditions. 2026, 60-69. DOI: 10.1145/3774935.3806190.Peer-Reviewed Original ResearchUser modelUser-priorityPersonalized user modelUser's cognitive stateCognitive statesEfficient gazing behaviorsEye-tracking signalsEye-tracking featuresEye trackingAI adviceAdaptive AIAI systemsAssistance contextHigh-stakes decision-makingVerification taskGaze signalsUsersUser heterogeneityEye-tracking patternsEye-tracking studyGaze behaviorBehavioral signalsCognitive loadContext-sensitiveDecision confidencePsychophysiological Responses in Virtual Reality for Assessing Current Nicotine Use and Future Addiction Risk Among Young Adults: Protocol for a Mixed Methods Study
Wei S, Van S, Shia C, Gancz M, Camenga D, Aneni K, Marks A, Hieftje K. Psychophysiological Responses in Virtual Reality for Assessing Current Nicotine Use and Future Addiction Risk Among Young Adults: Protocol for a Mixed Methods Study. JMIR Research Protocols 2026, 15: e89382. PMID: 42030493, PMCID: PMC13108838, DOI: 10.2196/89382.Peer-Reviewed Original ResearchSeeing the Reasoning: How LLM Rationales Influence User Trust and Decision-Making in Factual Verification Tasks
Sun X, Wei S, Bosch J, Echizen I, Sugawara S, Ali A. Seeing the Reasoning: How LLM Rationales Influence User Trust and Decision-Making in Factual Verification Tasks. 2026, 1-7. DOI: 10.1145/3772363.3798613.Peer-Reviewed Original ResearchThe Arborist
Wei S, Lee B, Gancz M, Marks A, Hieftje K. The Arborist. 2026, 00: 1471-1472. DOI: 10.1109/vrw70859.2026.00410.Peer-Reviewed Original ResearchMediator in the Present: A Framework for Triadic Self-Dialogue in Mixed Reality
Wei S. Mediator in the Present: A Framework for Triadic Self-Dialogue in Mixed Reality. 2026, 00: 574-577. DOI: 10.1109/vrw70859.2026.00111.Peer-Reviewed Original ResearchUnderstanding trust toward human versus AI-generated health information through behavioral and physiological sensing
Sun X, Ma R, Wei S, Cesar P, Bosch J, Ali A. Understanding trust toward human versus AI-generated health information through behavioral and physiological sensing. International Journal Of Human-Computer Studies 2026, 209: 103714. DOI: 10.1016/j.ijhcs.2025.103714.Peer-Reviewed Original ResearchHealth informationPhysiological sensingEye trackingOnline health informationMachine learning modelsTrust levelLearning modelsPhysiological signalsInformation typesGaze behaviorInformation sourcesTrust perceptionsLab studyInformationTrustAccuracySensingFeaturesLabelingMachinePhysiological featuresAITransparent labelingGazeTransparency
2025
Virtual Humans in Virtual Reality Mental Health Research: Systematic Review
Wei S, Freeman D, Rovira A. Virtual Humans in Virtual Reality Mental Health Research: Systematic Review. JMIR XR And Spatial Computing 2025, 2: e75087. PMID: 41340839, PMCID: PMC12671307, DOI: 10.2196/75087.Peer-Reviewed Reviews, Practice Guidelines, Standards, and Consensus StatementsMental health applicationsMental health researchHealth applicationsHealth researchMental healthSystematic reviewMental health contextMental health difficultiesPeer-reviewed researchWeb of ScienceHealth difficultiesHealth contextIntervention outcomesStudy designEligibility criteriaCross-study comparisonsNonimmersive VRImmersive VRStandardized reportingPartner studiesHealthKeyword combinationsVirtual realityEating DisordersPsycINFODemonstrating the Screenless Optical Theremin with Tremolo (ScOTT)
Gancz M, Berry J, Wei S, Hieftje K, Marks A. Demonstrating the Screenless Optical Theremin with Tremolo (ScOTT). 2025, 329-332. DOI: 10.1145/3706370.3731699.Peer-Reviewed Original ResearchThe Arborist: A Collective Bloom Through Physiological Data in Mixed Reality
Wei S, Lee B, Gancz M, Marks A, Hieftje K. The Arborist: A Collective Bloom Through Physiological Data in Mixed Reality. 2025, 364-367. DOI: 10.1145/3706370.3731714.Peer-Reviewed Original ResearchPhysiological Responses to Affective Virtual Coach Design in a VR Fear of Heights Consultation
Wei S, Ali A, Cesar P, Freeman D, Rovira A. Physiological Responses to Affective Virtual Coach Design in a VR Fear of Heights Consultation. 2025, 1-8. DOI: 10.1145/3706599.3719715.Peer-Reviewed Original Research
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