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Workshop
Adapting protein language models for structure-conditioned design
Jeffrey Ruffolo · Aadyot Bhatnagar · Joel Beazer · Stephen Nayfach · Jordan Russ · Emily Hill · Riffat Hussain · Joseph Gallagher · Ali Madani
Workshop
Understanding Protein-DNA Interactions by Paying Attention to Protein and Genomics Foundation Models
Dhruva Rajwade · Erica Wang · Aryan Satpathy · Alexander Brace · Hongyu Guo · Arvind Ramanathan · Shengchao Liu · Animashree Anandkumar
Workshop
Systems-Structure-Based Drug Design
Vincent Zaballa · Elliot Hui
Workshop
Controllable All-Atom Generation of Protein Sequence and Structure from Sequence-Only Inputs
Amy Lu · Wilson Yan · Kevin Yang · Vladimir Gligorijevic · Kyunghyun Cho · Richard Bonneau · Pieter Abbeel · Nathan Frey
Workshop
Sun 10:20 Controllable All-Atom Generation of Protein Sequence and Structure from Sequence-Only Inputs
Amy Lu · Wilson Yan · Kevin Yang · Vladimir Gligorijevic · Kyunghyun Cho · Richard Bonneau · Pieter Abbeel · Nathan Frey
Poster
Fri 11:00 Learning Complete Protein Representation by Dynamically Coupling of Sequence and Structure
Bozhen Hu · Cheng Tan · Jun Xia · Yue Liu · Lirong Wu · Jiangbin Zheng · Yongjie Xu · Yufei Huang · Stan Z. Li
Workshop
Generating and scoring stable proteins using joint structure and sequence modeling
Yehlin Cho · Justas Dauparas · Kotaro Tsuboyama · Gabriel Rocklin · Sergey Ovchinnikov
Poster
Wed 16:30 ProSST: Protein Language Modeling with Quantized Structure and Disentangled Attention
Mingchen Li · Yang Tan · Xinzhu Ma · Bozitao Zhong · Huiqun Yu · Ziyi Zhou · Wanli Ouyang · Bingxin Zhou · Pan Tan · Liang Hong
Workshop
Rapid protein structure assessment via a forward model for NMR spectra
Benjamin Harding · Chad Rienstra · Hannah Wayment-Steele · Ziling Hu · Frank Delaglio · Rajat Garg · Katherine Henzler-Wildman · Timothy Grant
Poster
Wed 16:30 MSA Generation with Seqs2Seqs Pretraining: Advancing Protein Structure Predictions
LE ZHANG · Jiayang Chen · Tao Shen · Yu Li · Siqi Sun
Workshop
Sun 8:35 Noeliz Ferruz: Tailored protein design with Conditional Language models
Noelia Ferruz
Workshop
Loop-Diffusion: an equivariant diffusion model for designing and scoring protein loops
Kevin Borisiak · Gian Marco Visani · Armita Nourmohammad