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Tie-Ming Liu

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#machine learning Preprint Sep 2026

RiVaT-Fuse: Reliability-Calibrated Variational Tensor Fusion for Multimodal Prediction under Modality Uncertainty

RiVaT-Fuse is proposed, a reliability-calibrated variational tensor fusion framework that defines fusion as sample-wise latent-state estimation and achieves the strongest overall predictive rank among direct representation-level baselines while improving probability and label stability under perturbation.

Yin Xu, Tie-Ming Liu, Ye Liang et al. · 1 citation
#machine learning Preprint Sep 2026

DR-LabStack: Design and Implementation of a Clinician-Facing Web System for Diabetic Retinopathy Prediction

DR-LabStack is designed and implemented, a React-Flask web system integrating four externally developed pretrained models: RuleFit, Pruned RuleFit, Elaborative XGBoost, and Two-level Ensemble, a reusable interaction and serving workflow for heterogeneous DR models.

Ying-Fan Xu, Tie-Ming Liu, Ye Liang · 0 citations

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