Qing Tian

Robust and Interpretable Metagenomic Modeling Through Structure-Aware Multi-View Learning and Attribution-Guided Biological Insight

A structure-aware deep learning framework that integrates species-level shotgun metagenomic profiles with mixed-type clinical covariates through view-specific encoders, clustering-informed contrastive alignment, and adaptive representation fusion, which provides a robust and interpretable framework for multi-view metag...