@article{adaptivelyrobustllminferenceoptimization, title = {Adaptively Robust LLM Inference Optimization under Prediction Uncertainty}, author = {Zixi Chen and Yinyu Ye and Zijie Zhou}, year = {2025}, eprint = {2508.14544}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2508.14544}, }