@article{
liu2026proxytopreference,
title={Proxy-to-Preference Transfer Under Structured Label Mismatch: Tail-Class Collapse in Few-Shot Adaptation from Physics-Derived Proxies to Human Preference Labels},
author={deli liu and Xiaoping Zhou and Yu Li},
journal={Transactions on Machine Learning Research},
issn={2835-8856},
year={2026},
url={https://openreview.net/forum?id=mnahpPEIqM},
note={}
}