@article{stagecontrolledobjectiveadmissionformult, title = {STAGE: Controlled Objective Admission for Multi-Preference LLM Alignment}, author = {Yongqi Tong and Zhenyu Zhang and Ruirui Wang and Kewei Fu and Shaoqing Lin and Sijie Dong and Jiang-Ming Yang and Xin Zhang and Jianshe Li}, year = {2026}, eprint = {2608.16553}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2608.16553}, }