@article{labollmacceleratedbayesianoptimizationth, title = {LABO: LLM-Accelerated Bayesian Optimization through Broad Exploration and Selective Experimentation}, author = {Zhuo Chen and Xinzhe Yuan and Jianshu Zhang and Jinzong Dong and Ruichen Zhou and Yingchun Niu and Tianhang Zhou and Yu Yang Fredrik Liu and Yuqiang Li and Nanyang Ye and Qinying Gu}, year = {2026}, eprint = {2605.22054}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2605.22054}, }