Microsoft

ECLARE: Extreme classification with label graph correlations

Deep extreme classification (XC) seeks to train deep architectures that can tag a data point with its most relevant subset of labels from an extremely large label set. The core utility of XC comes ...

Calvert-Lewin double helps Leeds see off Palace

Dominic Calvert-Lewin extends his scoring streak to five Premier League games with a superb double as Leeds United secure a ...
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 eco system where cellular interactions drive cancer progression. However, inferring cell-cell communication from non-spatial scRNA-seq data remains ...
IEEE

Semi-Supervised Graph Structure Learning via Dual Reinforcement of Label and Prior Structure

Abstract: Graph neural networks (GNNs) have achieved considerable success in dealing with graph-structured data by the message-passing mechanism. Actually, this mechanism relies on a fundamental ...