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Workshop
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Sun 8:35
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Noeliz Ferruz: Tailored protein design with Conditional Language models
Noelia Ferruz
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Poster
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Fri 16:30
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FlexSBDD: Structure-Based Drug Design with Flexible Protein Modeling
ZAIXI ZHANG · Mengdi Wang · Qi Liu
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Workshop
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Generative Models in Protein Engineering: A Comprehensive Survey
Xinhui Chen · Yiwen Yuan · Joseph Liu · Chak Tou Leong · Xiaoye Zhu · Jiaqi Chen
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Workshop
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Language Models for Text-guided Protein Evolution
Zhanghan Ni · Shengchao Liu · Animashree Anandkumar
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Workshop
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Loop-Diffusion: an equivariant diffusion model for designing and scoring protein loops
Kevin Borisiak · Gian Marco Visani · Armita Nourmohammad
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Workshop
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Natural Language Prompts Guide the Design of Novel Functional Protein Sequences
Niksa Praljak · Hugh Yeh · Miranda Moore · Michael Socolich · Rama Ranganathan · Andrew Ferguson
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Workshop
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PropEn: Optimizing Proteins with Implicit Guidance
Nataša Tagasovska · Vladimir Gligorijevic · Kyunghyun Cho · Andreas Loukas
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Workshop
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AptaBLE: An Enhanced Deep Learning Platform for Aptamer Protein Interaction Prediction and Design
Sawan Patel · Sherwood Yao · Zhangzhi Peng · Keith Fraser · Pranam Chatterjee · Adam Friedman · Owen Yao
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Workshop
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LatentDE: Latent-based Directed Evolution accelerated by Gradient Ascent for Protein Sequence Design
Thanh Tran · Nhat Khang Ngo · Viet Thanh Duy Nguyen · Truong Son Hy
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Workshop
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A Safety-aware Framework for Generative Enzyme Design with Foundation Models
Xiaoyi Fu · Tao Han · Yuan Yao · Song Guo
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Workshop
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ProtDiff: Function-Conditioned Masked Diffusion Models for Robust Directed Protein Generation
Vishrut Thoutam
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Workshop
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Bayesian Optimisation for Protein Sequence Design: Gaussian Processes with Zero-Shot Protein Language Model Prior Mean
Carolin Benjamins · Shikha Surana · Oliver Bent · Marius Lindauer · Paul Duckworth
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