2 papers
cs.LG2025
Concept-Driven Deep Learning for Enhanced Protein-Specific Molecular Generation
Taojie Kuang, Qianli Ma, Athanasios V. Vasilakos +4
In recent years, deep learning techniques have made significant strides in molecular generation for specific targets, driving advancements in drug discovery. However, existing mole…
q-bio.BM2024
ProtFAD: Introducing function-aware domains as implicit modality towards protein function prediction
Mingqing Wang, Zhiwei Nie, Yonghong He +2
Protein function prediction is currently achieved by encoding its sequence or structure, where the sequence-to-function transcendence and high-quality structural data scarcity lead…