2 papers
cs.CV2026
INST-Align: Implicit Neural Alignment for Spatial Transcriptomics via Canonical Expression Fields
Bonian Han, Cong Qi, Przemyslaw Musialski +1
Spatial transcriptomics (ST) measures mRNA expression while preserving spatial organization, but multi-slice analysis faces two coupled difficulties: large non-rigid deformations a…
cs.LG2025
Clustering with Communication: A Variational Framework for Single Cell Representation Learning
Cong Qi, Yeqing Chen, Zhi Wei
Single-cell RNA sequencing (scRNA-seq) has revealed complex cellular heterogeneity, but recent studies emphasize that understanding biological function also requires modeling cell-…