@article{beyondfastandslowcognitiveinspiredelasti, title = {Beyond Fast and Slow: Cognitive-Inspired Elastic Reasoning for Large Language Models}, author = {Jinwu Hu and Dongjin Yang and Langyu Bian and Zhiquan Wen and Yufeng Wang and Yaofo Chen and Bin Xiao and Yuanqing Li and Mingkui Tan}, year = {2025}, eprint = {2512.15089}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2512.15089}, }