Author

Zhou Yu

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Preprint Aug 2026

Marginal Coordinate Test for Fr\'echet Regression with Random Objects

We develop a marginal coordinate test for regression with Euclidean predictors and a random-object response in a separable metric space. The goal is to test whether a predictor provides additional information about the response conditional on the remaining predictors. In a semi-supervised design, an unlabeled sample is...

Jia-Ye Chen, Rui Qiu, Roulin Wang et al. · 0 citations

Open access Aug 2026

AddaGCN: Spatial transcriptomics deconvolution using graph convolutional networks with adversarial discriminative domain adaptation

The rapid advancement of spatial transcriptomics has substantially improved our understanding of the spatial architecture and gene expression heterogeneity within tissues. However, many spatial transcriptomics techniques can not reach single-cell resolution, instead measuring gene expression profiles from mixtures of p...

Shuzhe Ding, Zhou Yu, Jingsi Ming · PLoS Computational Biology · 0 citations