@article{differentiallyprivatepreferencedatasynth, title = {Differentially Private Preference Data Synthesis for Large Language Model Alignment}, author = {Fengyu Gao and Jing Yang}, year = {2026}, eprint = {2605.30808}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2605.30808}, }