E Weinan

The paper introduces πDIA-CLIP, a zero-shot framework for DIA proteomics data analysis that improves protein identification and reduces false positives across diverse datasets.

The paper develops a foundation model using perturbation proteomics data to predict drug responses and improve breast cancer prognosis.

RNAGenesis is a foundation model for RNA therapeutics that integrates sequence, structure, and function prediction, achieving state-of-the-art performance on multiple tasks and enabling functional RNA design.

UFConf improves protein conformation sampling using a diffusion model based on amino acid sequences, outperforming existing methods and showing utility in drug discovery.