2 papers
cs.LG2025
DPCformer: An Interpretable Deep Learning Model for Genomic Prediction in Crops
Pengcheng Deng, Kening Liu, Mengxi Zhou +5
Genomic Selection (GS) uses whole-genome information to predict crop phenotypes and accelerate breeding. Traditional GS methods, however, struggle with prediction accuracy for comp…
q-bio.GN2025
DeepPlantCRE: A Transformer-CNN Hybrid Framework for Plant Gene Expression Modeling and Cross-Species Generalization
Yingjun Wu, Jingyun Huang, Liang Ming +3
The investigation of plant transcriptional regulation constitutes a fundamental basis for crop breeding, where cis-regulatory elements (CREs), as the key factor determining gene ex…