Hang Zhou

MDE: Modality Discrimination Enhancement for Multi-modal Recommendation

2025

Multi-modal recommendation systems aim to enhance performance by integrating an item’s content features across various modalities with user behavior data. Effective utilization of features from different modalities requires addressing two challenges: preserving semantic commonality across …

Multimodal Data Integration Improves Disease Risk Prediction in the UK Biobank.

2024 · PubMed

Family health history is an important component to assess risk for common chronic diseases. The integration of electronic health records and genetic data offers great potential to improve disease risk prediction by capturing both clinical …