publications

2026

1. EIML

   A Tale of Two Uncertainties: Global–Local Attribution for Conformal Prediction

   Sangyeon Cho, Minyoung Cho, Jungsoo Kim, and 2 more authors

   In ICML 2026 Workshop on The 2nd Workshop on Epistemic Intelligence in Machine Learning: Learning under Unknown Unknowns for Real-world Impact, 2026

   Spotlight Bib HTML

   Spotlight paper at the EIML workshop

   @inproceedings{cho2026tale,
     title = {A Tale of Two Uncertainties: Global--Local Attribution for Conformal Prediction},
     author = {Cho, Sangyeon and Cho, Minyoung and Kim, Jungsoo and Oh, Sujeong and Lee, Sanghack},
     booktitle = {ICML 2026 Workshop on The 2nd Workshop on Epistemic Intelligence in Machine Learning: Learning under Unknown Unknowns for Real-world Impact},
     year = {2026},
     url = {https://openreview.net/forum?id=2aIvedJMpp},
   }

2025

1. CauScien

   Instrumental Variable Representation Learning under Confounded Covariates

   Jungsoo Kim, Kwonho Kim, Inwoo Hwang, and 1 more author

   In NeurIPS 2025 Workshop on CauScien: Uncovering Causality in Science, 2025

   Bib

   @inproceedings{kim2025instrumental,
     title = {Instrumental Variable Representation Learning under Confounded Covariates},
     author = {Kim, Jungsoo and Kim, Kwonho and Hwang, Inwoo and Lee, Sanghack},
     booktitle = {NeurIPS 2025 Workshop on CauScien: Uncovering Causality in Science},
     year = {2025},
   }

2. Book

   Diagonal Argument: Anthology of 5th POSTECH SF Award-Winning Works

   Geonryul Park, Huyeong Lee, and Jungsoo Kim

   Chapter: Will of Stochastic Ghost , 2025

   Bib Website

   @book{kim2025diagonal,
     title = {Diagonal Argument: Anthology of 5th {POSTECH} {SF} Award-Winning Works},
     author = {Park, Geonryul and Lee, Huyeong and Kim, Jungsoo},
     publisher = {Eunhengnamu},
     year = {2025},
     isbn = {9791167375810},
   }