@misc{ren2025beyond, title={Beyond the Trade-off: Self-Supervised Reinforcement Learning for Reasoning Models' Instruction Following}, author={Qingyu Ren and Qianyu He and Bowei Zhang and Jie Zeng and Jiaqing Liang and Yanghua Xiao and Weikang Zhou and Zeye Sun and Fei Yu}, year={2025}, eprint={2508.02150}, archivePrefix={arXiv}, primaryClass={cs.AI}, url={https://arxiv.org/abs/2508.02150} }