BioinformaticsbioRxivPreprint
From nucleotides to semantics: genomic representation learning via joint-embedding predictive architecture
Chengsen Wang, Qi Qi, Haifeng Sun…·Jingyu Wang
This paper introduces GenoJEPA, a genomic representation learning framework that improves efficiency and performance in downstream tasks by focusing on semantic alignment rather than nucleotide-level reconstruction.
DOI 10.64898/2026.04.02.716255