Mohammadreza Pourreza

Researcher, Google

1 paper at NeurIPS 2025

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Poster Session 3

1 paper

Thursday, December 4, 2025 · 11:00 AM → 2:00 PM

Exhibit Hall C,D,E

SPRINT: Enabling Interleaved Planning and Parallelized Execution in Reasoning Models

#4317 · Emil Biju, Shayan Talaei, Zhemin Huang, Mohammadreza Pourreza, Azalia Mirhoseini, Amin Saberi

SPRINT trains large reasoning models to dynamically spot and run independent subtasks in parallel, reducing sequential tokens by up to 40% on complex tasks like math without sacrificing accuracy compared to sequential reasoning baselines.