Ph.D Student

About Me

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

News

New! Sep 2025: One paper is accepted at NeurIPS 2025!
July 2025: Causality Lab memebers visit Jeju for a workshop!
Oct 2024: One paper is accepted at NeurIPS 2024.

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 Bandits under Markov Equivalence
    Min Woo Park, Andy Arditi, Elias Bareinboim†, and Sanghack Lee†
    Neural Information Processing Systems (NeurIPS), 2025 - [preprint][slides]
    (Columbia CausalAI Laboratory, Technical Report, R-122)

  2. 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]

  3. Computation of the iterated Aluthge, Duggal, and Mean transforms
    Min Woo Park*, and Ji Eun Lee*†
    Filomat, 2023 - [paper]

  4. Counterfactual Structural Causal Bandits
    Min Woo Park, and Sanghack Lee†
    under review

  5. On Transportability for Structural Causal Bandits
    Min Woo Park, and Sanghack Lee†
    under review

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

[Google Scholar] [Curriculum Vitae] [Open Review]