2 papers
physics.chem-ph2025
PhenoMoler: Phenotype-Guided Molecular Optimization via Chemistry Large Language Model
Ran Song, Hui Liu
Current molecular generative models primarily focus on improving drug-target binding affinity and specificity, often neglecting the system-level phenotypic effects elicited by comp…
cs.LG2025
Fourier Asymmetric Attention on Domain Generalization for Pan-Cancer Drug Response Prediction
Ran Song, Yinpu Bai, Hui Liu
The accurate prediction of drug responses remains a formidable challenge, particularly at the single-cell level and in clinical treatment contexts. Some studies employ transfer lea…