Dawei Xie

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daweixie[at]u.northwestern.edu

I’m a first-year CS PhD student at Northwestern University. My recent projects have focused on statistical uncertainty quantification in human-AI interaction [demo], and on interactive interfaces that assist users with exploratory analysis [in progress].

I graduated with a master’s degree from Washington University in St. Louis and did my bachelor’s at Southwest University. My prior research experiences involved uncertainty representation & reasoning, causal inference, and preference elicitation & aggregation for decision support systems [prototype].

Papers

  1. arXiv
    Conformal Prediction and Human Decision Making
    Jessica Hullman, Yifan Wu, Dawei Xie, and 2 more authors
    arXiv preprint arXiv:2503.11709, 2025
  2. EAAI
    Information Quality for Intuitionistic Fuzzy Values with Its Application in Decision Making
    Dawei Xie, Fuyuan Xiao, and Witold Pedrycz
    Engineering Applications of Artificial Intelligence, 2022
  3. Access
    Negation of Basic Probability Assignment: Trends of Dissimilarity and Dispersion
    Dawei Xie and Fuyuan Xiao
    IEEE Access, 2019

Projects