The Linear Representation Hypothesis and the Geometry of Large Language Models. - Kiho Park 001; Yo Joong Choe; Victor Veitch (ICML, 2024)

The Geometry of Categorical and Hierarchical Concepts in Large Language Models. - Kiho Park 001; Yo Joong Choe; Yibo Jiang; Victor Veitch (ICLR, 2025)

Incorporating Hierarchical Semantics in Sparse Autoencoder Architectures. - Mark Muchane; Sean Richardson; Kiho Park 001; Victor Veitch (CoRR, 2025)