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Shu-Fei Ge

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#machine learning Preprint Sep 2026

HyCoSeq: Contextual Hyperbolic Representation Learning for Genomic Sequences

HyCoSeq incorporates weighted Lorentzian residual aggregation into multi-curvature Lorentz encoding, allowing full Lorentz representations to participate directly in geometry-consistent local aggregation, thereby extending local hyperbolic convolutional encoding to sequence-level contextualized representations.

C. Zeng, Zhi-Bin Pu, Shu-Fei Ge · 0 citations