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Shiva Sreeram

PhD student, Massachusetts Institute of Technology

1 paper at NeurIPS 2025

OpenReview· Semantic Scholar· Google Scholar

Poster Session 6

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

Exhibit Hall C,D,E

Compress to Impress: Efficient LLM Adaptation Using a Single Gradient Step on 100 Samples

#901 Spotlight · Shiva Sreeram, Alaa Maalouf, Pratyusha Sharma, Daniela Rus

We provide a set of findings on how to adapt large language models efficiently without fine-tuning.