Prof Jiangning Song
Honorary (Principal Fellow)
Melbourne Veterinary School
388 Scholarly works
0 Projects
HIGHLIGHTS
2026
Journal article
EvoRMD: integrating biological context and evolutionary RNA language models for interpretable prediction of RNA modifications
DOI: 10.1186/s13059-026-04097-92026
Journal article
DposFinder: an interpretable transformer model for predicting phage-derived polysaccharide depolymerases and their host capsular serotypes
DOI: 10.1186/s13073-026-01657-32026
Journal article
Genome-wide reconstruction of the intrinsic apoptosis pathway in Haemonchus contortus
DOI: 10.1186/s12864-026-12596-z2026
Journal article
UniSyn: a multi-modal framework with knowledge transfer for anti-cancer drug synergy prediction
DOI: 10.1186/s13059-026-03972-92026
Journal article
Predicting disease-specific histone modifications and functional effects of non-coding variants by leveraging DNA language models
DOI: 10.1186/s13059-026-04003-32026
Journal article
AMR-GNN: a multi-representation graph neural network framework to enable genomic antimicrobial resistance prediction
DOI: 10.1038/s41467-026-69934-82021
Journal article
Porpoise: a new approach for accurate prediction of RNA pseudouridine sites
DOI: 10.1093/bib/bbab245
RECENT SCHOLARLY WORKS
2026
Journal article
A geometric deep learning framework for genome-wide prediction of enzyme turnover number
DOI: 10.1186/s13059-026-03986-32026
Journal article
From generation to validation: Deep generative models for antimicrobial peptide discovery
DOI: 10.1016/j.cbpa.2026.1026852026
Journal article
Corrigendum to “Identification of a novel antimicrobial peptide Gp-AMP1 with broad-spectrum and exceptional stability from deep-sea mussel Gigantidas platifrons”(Food Chemistry, (2026), 501, C, (147576), (S0308814625048289), 10.1016/j.foodchem.2025.147576)
DOI: 10.1016/j.foodchem.2026.1496142026
Journal article
NicheTrans: spatial-aware cross-omics translation.
DOI: 10.1038/s41592-026-03153-3