q-bio.BM · 2026-05-22 · No. 7

Biomolecules, 2026-05-22.

1 new papers in q-bio.BM. Titles, authors, abstracts. Links to arXiv. Want this in your inbox every morning? Subscribe →

01 — The papers

1 entries
  1. 01

    Atom-level Protein Representation Learning Improves Protein Structure Prediction

    Taewon Kim, Hyosoon Jang, Hyunjin Seo, Seonghwan Seo, Hyeongwoo Kim, Wonho Zhung, Mingyeong Shin, Wooyoun Kim, Sungsoo Ahn

    q-bio.BM · cs.AI

    Recent advances in generative modeling show that pretrained representations can improve generation as conditioning features or alignment targets. Motivated by this, we study protein representations for predicting structures beyond conventional function annotation. We propose TriProRep, a structure-aware pretraining method that jointly models three aligned residue-level views: amino-acid identity, backbone geometry, and local full-atom...

    arxiv.org/abs/2605.22133 · PDF

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