About Me
Hi, thanks for visiting my site! I previously conducted research in Functional Analysis Lab and Intelligent Systems and Data Science (ISDS) Lab at Sejong University. Currently, I am a graduate student in the Causality Lab 
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.
News
Jan 2026: One paper is accepted at ICLR 2026!
Nov 2025: A preprint for our paper on transportability for structural causal bandits is released!
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), Cum Laude, Advisors: Prof. Ji Eun Lee and Jin Hee Yoon
Publication
* for joint first authorship and † for corresponding author.
-
Counterfactual Structural Causal Bandits
Min Woo Park, and Sanghack Lee†
International Conference on Learning Representations (ICLR), 2026 - [paper] -
Structural Causal Bandits under Markov Equivalence
Min Woo Park, Andy Arditi, Elias Bareinboim†, and Sanghack Lee†
Neural Information Processing Systems (NeurIPS), 2025 - [paper][poster]
(Columbia University CausalAI Laboratory, Technical Report, R-122) -
On Transportability for Structural Causal Bandits
Min Woo Park, and Sanghack Lee†
under review, arXiv preprint, 2025 - [preprint] -
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] -
Computation of the iterated Aluthge, Duggal, and Mean transforms
Min Woo Park*, and Ji Eun Lee*†
Filomat, 2023 - [paper] -
Breaking Bad: Component-wise Parent Deletion for Score-Based Causal Discovery
Min Woo Park*, Taehui Yun*, Youngin Jang, Younsuk Yeom, Jonghwan Kim, LG AI Research, and Sanghack Lee†
under review -
Canonical Domain Reduction for Partial Counterfactual Identification
Yesong Choe, Yeahoon Kwon, Min Woo Park, and Sanghack Lee†
under review -
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]
Academic Services
Conference reviewer: 2026 ICLR, ICML, 2025 ICML