Yiming Gao

PhD student, Texas A&M University - College Station

1 paper at NeurIPS 2025

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Poster Session 6

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

scPilot: Large Language Model Reasoning Toward Automated Single-Cell Analysis and Discovery

#1613 · Yiming Gao, Zhen Wang, Jefferson Chen, Mark Antkowiak, Mengzhou Hu, JungHo Kong, Dexter Pratt, Jieyuan Liu, Enze Ma, Zhiting Hu, Eric P. Xing

We present scPilot, a framework for omics-native reasoning in which a large language model converses, invokes bioinformatics tools, and iteratively explains its decisions to for single-cell analysis.