Genomics | Microbiology Large-scale genomic survey with deep learning-based method reveals strain-level phage specificity determinants. April 22, 2024
Biotechnology | Microbiology Deciphering Phage-Host Specificity Based on the Association of Phage Depolymerases and Bacterial Surface Glycan with Deep Learning. July 28, 2023
Bioinformatics | Chemical Genomics | Drug Discovery | Protein Function Prediction End-to-end sequence-structure-function meta-learning predicts genome-wide chemical-protein interactions for dark proteins. January 18, 2023
Bioinformatics | Pharmacology DeepREAL: A Deep Learning Powered Multi-scale Modeling Framework for Predicting Out-of-distribution Ligand-induced GPCR Activity. March 11, 2022
Biomedical Research | Computational Biology | Pharmacology Exploration of Dark Chemical Genomics Space via Portal Learning: Applied to Targeting the Undruggable Genome and COVID-19 Anti-Infective Polypharmacology. December 7, 2021
Bioinformatics | Genomics | Pharmacology MSA-Regularized Protein Sequence Transformer toward Predicting Genome-Wide Chemical-Protein Interactions: Application to GPCRome Deorphanization. March 24, 2021