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Willie Neiswanger

Assistant Professor, University of Southern California

1 paper at NeurIPS 2025

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Poster Session 5

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

Exhibit Hall C,D,E

What is Your Data Worth to GPT? LLM-Scale Data Valuation with Influence Functions

#103 · Sang Keun Choe, Hwijeen Ahn, Juhan Bae, Kewen Zhao, Youngseog Chung, Adithya Pratapa, Willie Neiswanger, Emma Strubell, Teruko Mitamura, Jeff Schneider, Eduard Hovy, Roger Baker Grosse, Eric P. Xing

We scale the influence-function-based data valuation method to recent LLMs and their massive training datasets.