2 papers
q-bio.GN2026
Biological Reasoning-Informed Regression for Interpretable Regulatory DNA Activity Prediction
Yi Duan, Zhao Yang, Jiwei Zhu +3
DNA cis-regulatory elements (CREs) such as enhancers control gene expression levels. Accurately predicting regulatory activity from DNA sequences is valuable but challenging, as it…
cs.LG2026
Extending Sequence Length is Not All You Need: Effective Integration of Multimodal Signals for Gene Expression Prediction
Zhao Yang, Yi Duan, Jiwei Zhu +3
Gene expression prediction, which predicts mRNA expression levels from DNA sequences, presents significant challenges. Previous works often focus on extending input sequence length…