Hiroki Furuta

Researcher, Google DeepMind

2 papers at NeurIPS 2025

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Poster Session 5

1 paper

Friday, December 5, 2025 · 11:00 AM → 2:00 PM

Exhibit Hall C,D,E

Inference-Time Text-to-Video Alignment with Diffusion Latent Beam Search

#4306 · Yuta Oshima, Masahiro Suzuki, Yutaka Matsuo, Hiroki Furuta

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.