@article{catconfidenceadaptivethinkingforefficien, title = {CAT: Confidence-Adaptive Thinking for Efficient Reasoning of Large Reasoning Models}, author = {Qizhi Jiang and Shuo Wang and Pei Ke and Yuhang Song and Ke Qin}, year = {2026}, eprint = {2607.00862}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2607.00862}, }