Ph.D Student

About Me

Hi, thanks for visiting my site! I previously conducted research at the Functional Analysis Lab of Sejong University. Currently, I am a graduate student in Causality Lab Causality Logo at Seoul National University.

Research

My research focuses on Causal Decision Making and Causal Effect Identification. I study how to graphically model a wide range of real-world problems in a causal manner and make optimal decisions. In particular, my research explores methods for making robust decisions, even when modeling with incomplete information, and decision-making processes in sequential settings.

Education

Graduate School of Data Science, Seoul National University (2022 - present)
M.S & Ph.D candidate in Data Science, Advisor: Prof. Sanghack Lee

Department of Mathematics and Statistics, Sejong University (2016 - 2022)
B.S. in Applied Statistic and Mathematics (Double Major), Advisor: Prof. Jieun Lee

Publication

* for joint first authorship and † for corresponding author.

  1. Structural Causal Bandtis under Markov Equivalence
    Min Woo Park, Andy Arditi, Elias Bareinboim†, and Sanghack Lee†
    Columbia CausalAI Laboratory, Technical Report (preprint), 2025 -[paper]

  2. Convergence of the iterated mean transforms of a 2 by 2 matrix
    Ji Eun Lee*† and Min Woo Park*
    under review

  3. Complete Graphical Criterion for Sequential Covariate Adjustment in Causal Inference
    Yonghan Jung, Min Woo Park, and Sanghack Lee†
    Neural Information Processing Systems (NeurIPS), 2024 - [paper][poster][slides]
  4. Computation of the iterated Aluthge, Duggal, and Mean transforms
    Min Woo Park* and Ji Eun Lee*†
    Filomat, 2023 - [paper]

[Google Scholar]