Announcement_1

Submitted TransMap to NeurIPS 2026: representing single-cell RNA-seq as 2D feature images via Gromov–Wasserstein optimal transport. CNN encoders on TransMap beat parameter-matched MLPs on five multi-organ benchmarks; a shared multi-species grid aligns cells across organisms without ortholog conversion.