@article{lmsearchercrossdomainneuralarchitectures, title = {LM-Searcher: Cross-domain Neural Architecture Search with LLMs via Unified Numerical Encoding}, author = {Yuxuan Hu and Jihao Liu and Ke Wang and Jinliang Zhen and Weikang Shi and Manyuan Zhang and Qi Dou and Rui Liu and Aojun Zhou and Hongsheng Li}, year = {2025}, eprint = {2509.05657}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2509.05657}, }