Yupu Liang

This paper introduces a method to improve protein-protein interaction prediction by using topology-driven negative sampling and an ML pipeline that enhances generalizability and interpretability.

The paper shows that glia in C. elegans detect and respond to dendrite structure damage by altering gene expression and secreting proteins, with specific proteins required for this response.

This study identifies LET-381/FoxF and UNC-30/Pitx2 as key regulators of C. elegans mesodermal glia development and function, showing their role in motor behavior regulation.

The paper develops a strategy to screen predictors of weight loss using multi-omics data from a small cohort, identifying key biomarkers across different data sources.

The paper identifies a subpopulation of prefrontal cortex neurons that integrate social and spatial information to support socially motivated behavior.