Gouki Minegishi

PhD student, University of Tokyo

1 paper at NeurIPS 2025

Homepage· OpenReview· Semantic Scholar· Google Scholar

Poster Session 6

1 paper

Friday, December 5, 2025 · 4:30 PM → 7:30 PM

Exhibit Hall C,D,E

Topology of Reasoning: Understanding Large Reasoning Models through Reasoning Graph Properties

#1113 · Gouki Minegishi, Hiroki Furuta, Takeshi Kojima, Yusuke Iwasawa, Yutaka Matsuo

This study reveals that reasoning models achieve superior performance by forming distinct reasoning graphs, characterized by greater cyclicity, larger diameters, and strong small-world properties.