Runze Ma

This paper introduces ESMSCOP, a contrast-aware pre-training framework that integrates evolutionary and structural information for improved protein function prediction.

OriGene identifies therapeutic targets by integrating diverse data modalities and outperforms human experts and models in accuracy and robustness.

The paper introduces a zero-shot RNA design method using genomic foundation models, achieving improved fluorescence and binding affinity in RNA aptamers.