2 papers
q-bio.BM2025
AbRank: A Benchmark Dataset and Metric-Learning Framework for Antibody-Antigen Affinity Ranking
Chunan Liu, Aurelien Pelissier, Yanjun Shao +4
Accurate prediction of antibody-antigen (Ab-Ag) binding affinity is essential for therapeutic design and vaccine development, yet the performance of current models is limited by no…
cs.LG2024
AsEP: Benchmarking Deep Learning Methods for Antibody-specific Epitope Prediction
Chunan Liu, Lilian Denzler, Yihong Chen +2
Epitope identification is vital for antibody design yet challenging due to the inherent variability in antibodies. While many deep learning methods have been developed for general…