Leon Zong

This study investigates how convolutional neural networks in population genetics implicitly compute summary statistics and reveals their ability to efficiently approximate long-range linkage disequilibrium.

Popformer is a transformer-based model pre-trained on human genomic data to detect selection signatures, showing improved accuracy in classification and generalization to real data.