@article{onerefinertounlockthemallinferencetimere, title = {One Refiner to Unlock Them All: Inference-Time Reasoning Elicitation via Reinforcement Query Refinement}, author = {Yixiao Zhou and Dongzhou Cheng and zhiliang wu and Yi Yang and Yu Cheng and Hehe Fan}, year = {2026}, eprint = {2604.25444}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2604.25444}, }