@inproceedings{li-etal-2025-reward, title = "Reward-Shifted Speculative Sampling Is An Efficient Test-Time Weak-to-Strong Aligner", author = "Li, Bolian and Wu, Yanran and Luo, Xinyu and Zhang, Ruqi", editor = "Christodoulopoulos, Christos and Chakraborty, Tanmoy and Rose, Carolyn and Peng, Violet", booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing", month = nov, year = "2025", address = "Suzhou, China", publisher = "Association for Computational Linguistics", url = "https://preview.aclanthology.org/author-page-yu-wang-polytechnic/2025.emnlp-main.578/", doi = "10.18653/v1/2025.emnlp-main.578", pages = "11479--11489", ISBN = "979-8-89176-332-6" }