4 papers
AbICL: In-Context Learning for Antigen-Specific Antibody Affinity Ranking
Zhiyuan Chen, Jing Hu, Junzhe Wang +4
Accurate ranking of antibody candidates according to their binding affinity is essential for therapeutic antibody discovery. However, existing methods treat affinity comparisons in…
HelixVS: Deep Learning-Enhanced Structure-Based Platform for Screening and Design
Shanzhuo Zhang, Xianbin Ye, Donglong He +3
Drug discovery through virtual screening (VS) has become a popular strategy for identifying hits against protein targets. Alongside VS, molecular design further expands accessible…
HelixDesign-Antibody: A Scalable Production-Grade Platform for Antibody Design Built on HelixFold3
Jie Gao, Jing Hu, Shanzhuo Zhang +5
Antibody engineering is essential for developing therapeutics and advancing biomedical research. Traditional discovery methods often rely on time-consuming and resource-intensive e…
HelixDesign-Binder: A Scalable Production-Grade Platform for Binder Design Built on HelixFold3
Jie Gao, Jun Li, Jing Hu +5
Protein binder design is central to therapeutics, diagnostics, and synthetic biology, yet practical deployment remains challenging due to fragmented workflows, high computational c…