USD: A User-Intent-Driven Sampling and Dual-Debiasing Framework for Large-Scale Homepage Recommendations. - Jiaqi Zheng 015; Cheng Guo; Yi Cao; Chaoqun Hou; Tong Liu; Bo Zheng (CoRR, 2025)