@article{gpuforecasterslanguagemodelsasselectives, title = {GPU Forecasters: Language Models as Selective Surrogates for Kernel Runtime Optimization}, author = {Zaid Khan and Justin Chih-Yao Chen and Jaemin Cho and Elias Stengel-Eskin and Mohit Bansal}, year = {2026}, eprint = {2605.31464}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2605.31464}, }