Zhiheng Wang

LEAP: Learning-Dynamics-Guided Open-Loop Pricing for LLM Data Acquisition

The sustainability of AI-powered Web platforms often relies on a feedback loop: stronger models improve user experience, which can help generate interaction data for further refinement. During Large Language Model (LLM) fine-tuning, however, the marginal utility of additional data can change over time, while many incen...