Mert Yuksekgonul

PhD student, Stanford University

2 papers at NeurIPS 2025

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Poster Session 1

1 paper

Wednesday, December 3, 2025 · 11:00 AM → 2:00 PM

Exhibit Hall C,D,E

SiriuS: Self-improving Multi-agent Systems via Bootstrapped Reasoning

#5406 · Wanjia Zhao, Mert Yuksekgonul, Shirley Wu, James Zou

We introduce SiriuS, a self-improving framework for multi-agent systems that builds and refines an experience library, enhancing the system's ability to tackle complex reasoning problems with minimal supervision.

Poster Session 2

1 paper

Wednesday, December 3, 2025 · 4:30 PM → 7:30 PM

Exhibit Hall C,D,E

metaTextGrad: Automatically optimizing language model optimizers

#3405 · Guowei Xu, Mert Yuksekgonul, Carlos Guestrin, James Zou

We propose an approach to flexibly optimize LLM optimizers.