LM-Searcher: Cross-domain Neural Architecture Search with LLMs via Unified Numerical Encoding
Published in EMNLP 2025, 2025
Recommended citation: Yuxuan Hu, Jihao Liu, Ke Wang, Jinliang Zhen, Weikang Shi, Manyuan Zhang, Qi Dou, Rui Liu, Aojun Zhou, Hongsheng Li (2025). "LM-Searcher: Cross-domain Neural Architecture Search with LLMs via Unified Numerical Encoding." EMNLP 2025. https://arxiv.org/abs/2509.05657
We propose LM-Searcher, a novel approach for cross-domain neural architecture search using LLMs via unified numerical encoding.
Recommended citation: Yuxuan Hu, Jihao Liu, Ke Wang, Jinliang Zhen, Weikang Shi, Manyuan Zhang, Qi Dou, Rui Liu, Aojun Zhou, Hongsheng Li (2025). “LM-Searcher: Cross-domain Neural Architecture Search with LLMs via Unified Numerical Encoding.” EMNLP 2025.