Publications
Work in progress
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A Two-Stage Framework Integrating Psychometric Modeling and Process Data for Interpretable DIF Detection
Journal Articles
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Adaptive CUSUM Charts for Real-Time Detection of Item Parameter Drift in CD-CATPsychometrika, 2026Major revision -
How We Know What Students Know: Rethinking College STEM Assessments with CD-CATsPsychometrika, 2026Under review -
A Cognitive Design System Approach to Enhancing Cognitive Alignment and Difficulty Control in Gen-AI Item GenerationApplied Measurement in Education, 2026Under review -
A Dual-Dimensional LLM Framework for Automated Item Incidental Content Similarity Analysis in Large-Scale AssessmentsApplied Measurement in Education, 2026Under review -
What Drives Students’ Everyday Creativity?Thinking Skills and Creativity, 2026Under review; first two authors contributed equally -
Computerized Adaptive Testing in STEM Education: A Systematic Literature ReviewJournal of Engineering Education, 2026Under review
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Undergraduate Students’ Learning Outcomes with ChatGPT: A Meta-Analytic StudyComputers and Education: Artificial Intelligence, 2025 -
Two-phase Content-balancing CD-CAT Online Item CalibrationJournal of Educational Measurement, 2025 -
The Application of Machine Learning to Educational Process Data Analysis: A Systematic ReviewEducation Sciences, 2025 -
A 2PLM-RANK multidimensional forced-choice model and its fast estimation algorithmBehavior Research Methods, 2024
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A Conceptual Analyses of Conceptual UnderstandingExploring Education Development, 2022
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Relationship Between COVID-19 Infection Pneumonia and Traditional Chinese Medicinal MaterialsChinese Journal of Medical Library and Information Science, 2021
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Research on the Influential Factors of Public Perception and Attitudes to the COVID-19: Based on the Citizen Survey of ShanghaiLibrary Journal, 2020
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Research on Executives’ Risk Perception and Behavior Choice to the COVID-19Library Journal, 2020
Book Chapters
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Computerized adaptive testing for STEM learningIn Artificial intelligence for STEM education research: Advanced methods and applications, 2026
Conference Proceedings
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Adaptive CUSUM Charts for Real-Time Detection of Item Parameter Drift in CD-CATIn Annual Meeting of the National Council on Measurement in Education (NCME), Apr 2026
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A Mixture CDM for Mathematical Problem-Solving StrategiesIn Annual Meeting of the National Council on Measurement in Education (NCME), Apr 2026
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Optimizing Cognitive Diagnosis CAT: Addressing Practical Challenges through Psychometric InnovationIn Annual Meeting of the American Educational Research Association (AERA), Apr 2026
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LLM-Enhanced Automated Item Content Analysis Supporting CAT ApplicationsIn Annual Meeting of the American Educational Research Association (AERA), Apr 2026
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Generative AI-Enhanced Cognitive Design System Approach to Automatic Item GenerationIn Purdue AI in P-12 Education Conference, Nov 2025
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Bridging Psychometrics and Generative AI: Automatic Item Generation for Verbal Analogical ReasoningIn The International Meeting of the Psychometric Society: The 90th Annual Meeting, Jul 2025
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CD-CAT Online Item Calibration with Practical ConstraintsIn Annual Meeting of the National Council on Measurement in Education (NCME), Apr 2025
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Two-phase Content-balancing CD-CAT Online Item CalibrationIn Ideas In Testing Research, Nov 2024
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Machine Learning to Educational Process Data Analysis: A Systematic ReviewIn Purdue AI in P-12 Education Conference, Nov 2024
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Taking a "Whole" Perspective: Exploring the Influence of Individual and Environmental Factors on Creative PerformanceIn Annual meeting of the American Educational Research Association (AERA), Apr 2024Round table presentation
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Model-based Approaches to Classifying Students into Competence-based Proficiency LevelsIn Annual meeting of the American Educational Research Association (AERA), Apr 2022Poster presentation