2 papers
q-bio.QM2026
Domain-Aware Geometric Multimodal Learning for Multi-Domain Protein-Ligand Affinity Prediction
Shuo Zhang, Jian K. Liu
The accurate prediction of protein-ligand binding affinity is important for drug discovery yet remains challenging for multi-domain proteins, where inter-domain dynamics and flexib…
cs.LG2024
SeqProFT: Sequence-only Protein Property Prediction with LoRA Finetuning
Shuo Zhang, Jian K. Liu
Protein language models (PLMs) have demonstrated remarkable capabilities in learning relationships between protein sequences and functions. However, finetuning these large models r…