ARO: Aligned Representation learning for multi-Omics data

arXiv:2610.06443 · cs.LG, cs.AI · Submitted 2026-10-05 · Read on arXiv

cs.LG, cs.AI

Submitted: 2026-10-05

Updated: 2026-10-05

Code: https://github.com/ccdderc/ARO

Terminology

• Representation Learning — 1× in this paper · explained in 2 episodes

Sources

• TEDDY: A Family Of Foundation Models For Understanding Single Cell Biology
• Multimodal AI predicts clinical outcomes of drug combinations from preclinical data
• MODIS: Multi-Omics Data Integration for Small and unpaired datasets
• DeepDTF: Dual-Branch Transformer Fusion for Multi-Omics Anticancer Drug Response Prediction

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