Guang-Yan Huang

Towards efficient large language models for scientific data: a review

The adaptation of large language models (LLMs) to scientific domains requires efficient strategies to mitigate high computational costs while preserving performance. We present a systematic survey of efficiency techniques for adapting LLMs to scientific applications. Our review analyzes 120 studies across seven scien...