HyCoSeq: Contextual Hyperbolic Representation Learning for Genomic Sequences

Chenhao Zeng, Zhibin Pu, Shufei Ge

Hyperbolic geometry provides a natural inductive bias for genomic representation learning, but existing hyperbolic genomic models primarily use Lorentz convolutions to learn local…