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GatorSC: Multi-Scale Cell and Gene Graphs with Mixture-of-Experts Fusion for Single-Cell Transcriptomics

2025-12-07

Abstract excerpt

Single-cell RNA sequencing (scRNA-seq) enables high-resolution characterization of cellular heterogeneity, but its rich, complementary structure across cells and genes remains underexploited, especially in the presence of technical noise and sparsity. Effectively leveraging this multi-scale structure is essentially an information fusion problem that requires integrating heterogeneous graph-based views of cells and...

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Literature Corpus work
ea2af733-52bc-56a5-8a23-21d83b224ed3
DOI
10.64898/2025.12.03.691688
Open publication

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