@article{fastthinkingforlargelanguagemodels, title = {Fast Thinking for Large Language Models}, author = {Haoyu Zheng and Zhuonan Wang and Yuqian Yuan and Tianwei Lin and Wenqiao Zhang and Zheqi Lv and Juncheng Li and Siliang Tang and Yueting Zhuang and Hongyang He}, year = {2025}, eprint = {2509.23633}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2509.23633}, }