PUFFIN: Protein Unit Discovery with Functional Supervision
Talk
Gökçe Uludoğan, Buse Giledereli, Elif Özkırımlı and Arzucan Özgür
34th Conference on Intelligent Systems for Molecular Biology (ISMB 2026)
Date: July 2026
Location: Washington, D.C., USA
Abstract
PUFFIN is a data-driven framework for discovering protein units by jointly learning structural partitioning and functional supervision. It represents proteins as residue-level structure graphs and uses structure-aware pooling to identify multiresidue units whose organization is shaped by protein-level functional annotations.
Related Paper: This presentation is based on a published paper.
View Paper Details →Tags
Protein Units Protein Structure Functional Supervision Graph Neural Networks Bioinformatics
Presented by Gökçe Uludoğan at ISMB 2026.