From Imperfect Signals to Trustworthy Structure: Confidence-Aware Inference from Heterogeneous and Reliability-Varying Utility Data. - Haoran Li; Lihao Mai; Muhao Guo; Jiaqi Wu; Yang Weng; Yannan Sun; Ce Jimmy Liu (CoRR, 2025)