Publications

    2026

  • Codesigning Ripplet: an LLM-Assisted Assessment Authoring System Grounded in a Conceptual Model of Teachers' Workflows
    Yuan Cui, Annabel Goldman, Jovy Zhou, Xiaolin Liu, Clarissa Shieh, Joshua Yao, Mia Cheng, Matthew Kay, Fumeng Yang
    ACM CHI ACM Conference on Human Factors in Computing Systems (CHI)
    Paper Demo Software
  • Assessing Data Literacy in K-12 Education: Challenges and Opportunities
    Annabel Goldman, Yuan Cui, Matthew Kay
    ACM CHI ACM Conference on Human Factors in Computing Systems (CHI) - Workshop on Data Literacy
    Paper

    • 2025

  • Adaptive, Scalable, and Human-Centered Technology for Data Visualization Literacy and Educational Assessment Development
    Yuan "Charles" Cui, Fumeng Yang, Matthew Kay
    AIED Artificial Intelligence in Education (AIED) — Doctoral Consortium
    Paper
  • An Autoethnography on Visualization Literacy: A Wicked Measurement Problem
    Lily W. Ge, Anne-Flore Cabouat, Karen Bonilla, Yuan Cui, Yiren Ding, Noëlle Rakotondravony, Mackenzie Michael Creamer, Jasmine Tan Otto, Maryam Hedayati, Bum Chul Kwon, Angela Locoro, Lane Harrison, Petra Isenberg, Michael Correll, Matthew Kay
    IEEE VIS IEEE Visualization Conference (VIS)
    Paper
  • AVEC: An Assessment of Visual Encoding Ability in Visualization Construction
    Lily W. Ge, Yuan Cui, Matthew Kay
    ACM CHI ACM Conference on Human Factors in Computing Systems (CHI)
    Paper Software

    • 2024

  • Promises and Pitfalls: Using Large Language Models to Generate Visualization Items
    Yuan Cui, Lily W. Ge, Yiren Ding, Lane Harrison, Fumeng Yang, Matthew Kay
    IEEE VIS IEEE Visualization Conference (VIS)
    Paper
  • Odds and Insights: Decision Quality in Visual Analytics Under Uncertainty
    Abhraneel Sarma, Xiaoying Pu, Yuan Cui, Eli T Brown, Michael Correll, Matthew Kay
    ACM CHI ACM Conference on Human Factors in Computing Systems (CHI)
    Paper

    • 2023

  • Adaptive Assessment of Visualization Literacy
    Yuan Cui, Lily W. Ge, Yiren Ding, Fumeng Yang, Lane Harrison, Matthew Kay
    IEEE VIS IEEE Visualization Conference (VIS)
    Paper Demo Code
  • CALVI: Critical Thinking Assessment for Literacy in Visualizations
    Lily W. Ge, Yuan Cui, Matthew Kay
    ACM CHI ACM Conference on Human Factors in Computing Systems (CHI)
    Paper

    • 2021

  • Can an Algorithm Be My Healthcare Proxy?
    Duncan McElfresh, Samuel Dooley, Yuan Cui, Kendra Griesman, Weiqin Wang, Tyler Will, Neil Sehgal, John Dickerson
    W3PHIAI Explainable AI in Healthcare and Medicine (W3PHIAI)
    Paper