@article{longchainreasoningdistillationviaadaptiv, title = {Long-Chain Reasoning Distillation via Adaptive Prefix Alignment}, author = {Zhenghao Liu and Zhuoyang Wu and Xinze Li and Yukun Yan and Shuo Wang and Zulong Chen and Yu Gu and Ge Yu and Maosong Sun}, year = {2026}, eprint = {2601.10064}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2601.10064}, }