Kohsei Matsutani

I am an undergraduate student at the University of Tokyo under the supervision of Prof. Yutaka Matsuo. My research interests center on machine learning, currently focusing on the reasoning capabilities of Large Language Models (LLMs). I am currently interning at Liquid AI.

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Research

RL Squeezes SFT Expands Image
RL Squeezes, SFT Expands: A Comparative Study of Reasoning LLMs
Kohsei Matsutani, Shota Takashiro, Gouki Minegishi, Takesi Kojima, Yusuke Iwasawa, Yutaka Matsuo
Preprint, 2025
arXiv

MoE Provably Image
Mixture of Experts Provably Detect and Learn the Latent Cluster Structure in Gradient-Based Learning
Ryotaro Kawata (*), Kohsei Matsutani (*), Yuri Kinoshita, Naoki Nishikawa, Taiji Suzuki
* Equal contribution
ICML, 2025
arXiv