@article{reasoningefficientlythroughadaptivechain, title = {Reasoning Efficiently Through Adaptive Chain-of-Thought Compression: A Self-Optimizing Framework}, author = {Kerui Huang and Shuhan Liu and Xing Hu and Tongtong Xu and Lingfeng Bao and Xin Xia}, year = {2025}, eprint = {2509.14093}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2509.14093}, }