Papers

The Geometry of Categorical and Hierarchical Concepts in Large Language Models

• Kiho Park, Yo Joong Choe, Yibo Jiang, and Victor Veitch (arXiv)
• Oral (Top 1.8%) Presentation at ICLR 2025
• Oral (Top 3.6%) Presentation at ICML 2024 Workshop on MI (Best Paper Award)
• Poster Presentation at ICML 2024 Workshop on TF2M

The Linear Representation Hypothesis and the Geometry of Large Language Models

• Kiho Park, Yo Joong Choe, and Victor Veitch (arXiv)
• Poster Presentation at ICML 2024 (pdf) (link)
• Oral Presentation at NeurIPS 2023 Workshop on CRL (slide)

Clustering on the Torus by Conformal Prediction

• Sungkyu Jung, Kiho Park, and Byungwon Kim
• Annals of Applied Statistics, vol. 15. no. 04, p. 1583 - 1603, 2021. (pdf) (link)
• Listed on Global Research on coronavirus disease (COVID-19) database by World Health Organization.

Multiplication of Integral Octonions

• Myeung Su Kim, Yeonjun Kim, Jae-Hyouk Lee, Seungbum Nam, and Kiho Park
• Journal of Algebra and Its Applications, vol. 15, no. 08, p. 1650144, 2016. (pdf) (link)