Ustaomeroglu, Muhammed

2 publications

ICLR 2026 Internal Planning in Language Models: Characterizing Horizon and Branch Awareness Muhammed Ustaomeroglu, Baris Askin, Gauri Joshi, Carlee Joe-Wong, Guannan Qu

ICML 2025 A Theoretical Study of (Hyper) Self-Attention Through the Lens of Interactions: Representation, Training, Generalization Muhammed Ustaomeroglu, Guannan Qu