Author

Yicheng Tao

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Preprint Aug 2026

VOICE: A Vision-Omics Foundation Model Integrating Direct and Retrieval-Based Prediction of In-situ Single-Cell Gene Expression

Spatial transcriptomics can resolve gene expression at single-cell resolution, but it is costly, limited to targeted panels of a few hundred to a few thousand genes, and applicable to only a small number of samples. H&E imaging, by contrast, is cheap and collected routinely at scale. This makes predicting single-cell e...

Xin Luo, Yicheng Tao, Hao-Xuan Zeng et al. · 0 citations

Preprint Aug 2026

Neighborhood-Aware Dual Biomedical Entity Linking

A three-stage framework made up of neighborhood-aware retrieval, dual reranking, and score fusion that achieves the state of the art on average across five widely-used benchmarks and remains efficient at inference.

Yicheng Tao, Jie Liu · 0 citations