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16 Results
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Workshop
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Fri 4:10 |
Protein Thermodynamics and Kinetics with Deep Learning |
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Poster
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Thu 4:30 |
Proteus: Exploring Protein Structure Generation for Enhanced Designability and Efficiency chentong wang · Yannan Qu · Zhangzhi Peng · Yukai Wang · Hongli Zhu · dachuan chen · Longxing Cao |
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Poster
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Tue 2:30 |
Evolution-Inspired Loss Functions for Protein Representation Learning Chengyue Gong · Adam Klivans · James Loy · Tianlong Chen · qiang liu · Danny Diaz |
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Workshop
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Extrapolative Protein Design through Triplet-based Preference Learning Mostafa Karimi · Sharmi Banerjee · Tommi Jaakkola · Bella Dubrov · Shang Shang · Ron Benson |
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Poster
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Thu 2:30 |
Feature Reuse and Scaling: Understanding Transfer Learning with Protein Language Models Francesca-Zhoufan Li · Ava Amini · Yisong Yue · Kevin Yang · Alex Lu |
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Workshop
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Geometric Self-Supervised Pretraining on 3D Protein Structures using Subgraphs Michail Chatzianastasis · George Dasoulas · Michalis Vazirgiannis |
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Workshop
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Cramming Protein Language Model Training in 24 GPU Hours Nathan Frey · Taylor Joren · Aya Ismail · Allen Goodman · Richard Bonneau · Kyunghyun Cho · Vladimir Gligorijevic |
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Workshop
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Sat 5:00 |
Invited Speaker - Lenore Cowen (Learning Protein Function and Organization in Non-Model Organisms with Philharmonic) Lenore Cowen |
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Workshop
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PAIR: Boosting the Predictive Power of Protein Representations with a Corpus of Text Annotations Haonan Duan · Marta Skreta · Leonardo Cotta · Ella Rajaonson · Nikita Dhawan · Alan Aspuru-Guzik · Chris Maddison |
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Workshop
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MSA Pairing Transfomer: protein interaction partner prediction with few-shot contrastive learning Alex Hawkins-Hooker · Daniel Burkhardt Cerigo · Umberto Lupo · David Jones · Brooks Paige |
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Poster
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Tue 4:30 |
Robust Optimization in Protein Fitness Landscapes Using Reinforcement Learning in Latent Space Minji Lee · Luiz Felipe Vecchietti · Hyunkyu Jung · Hyun Joo Ro · MEEYOUNG CHA · Ho Min Kim |
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Poster
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Wed 2:30 |
Learning to Predict Mutational Effects of Protein-Protein Interactions by Microenvironment-aware Hierarchical Prompt Learning Lirong Wu · Yijun Tian · Haitao Lin · Yufei Huang · Siyuan Li · Nitesh Chawla · Stan Z Li |