IEEE

Scene-based Graph Convolutional Networks for Federated Multi-Label Classification

Abstract: Federated multi-label learning can collaboratively train multi-label classification models without compromising user privacy. Compared to multi-class learning, one of the most critical ...
IEEE

scGraphDap: Integrating Functional State Pseudo-Labels and Graph Structure Learning for Robust Cell Type Annotation in Tumor Microenvironments

Abstract: The tumor microenvironment is a dynamic ecosystem where cellular interactions drive cancer progression. However, inferring cell-cell communication from non-spatial scRNA-seq data remains ...