Xinqi Gong

CatIF-RL designs enzyme variants with enhanced catalytic activity by steering an inverse folding model using predicted kcat as an optimization objective.

scHG improves multi-omics analysis by efficiently detecting rare cell populations and enhancing clustering performance across large datasets.

This paper identifies a flaw in PPV and ACC calculations for protein complex detection and proposes revised metrics, demonstrating improved reliability through benchmark experiments.

The paper uses bi-clustering to identify gene clusters with consistent expression-protein abundance correlations and builds a prediction model to forecast protein abundance from mRNA data.