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Workshop
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Thu 8:00
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Machine learning-guided directed evolution of functional proteins
Andrew Ferguson
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Poster
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PiFold: Toward effective and efficient protein inverse folding
Zhangyang Gao · Cheng Tan · Stan Z Li
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Poster
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Protein Representation Learning via Knowledge Enhanced Primary Structure Reasoning
Hong-Yu Zhou · Yunxiang Fu · Zhicheng Zhang · Bian Cheng · Yizhou Yu
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Workshop
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Thu 8:30
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Learning protein family manifolds with smoothed energy-based models
Nathan Frey
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Poster
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Continuous-Discrete Convolution for Geometry-Sequence Modeling in Proteins
Hehe Fan · Zhangyang Wang · Yi Yang · Mohan Kankanhalli
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Poster
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Molecule Generation For Target Protein Binding with Structural Motifs
ZAIXI ZHANG · Yaosen Min · Shuxin Zheng · Qi Liu
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Poster
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Rotamer Density Estimator is an Unsupervised Learner of the Effect of Mutations on Protein-Protein Interaction
Shitong Luo · Yufeng Su · Zuofan Wu · Chenpeng Su · Jian Peng · Jianzhu Ma
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Poster
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HotProtein: A Novel Framework for Protein Thermostability Prediction and Editing
Tianlong Chen · Chengyue Gong · Daniel Diaz · Xuxi Chen · Jordan Wells · Qiang Liu · Zhangyang Wang · Andrew Ellington · Alexandros Dimakis · Adam Klivans
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Poster
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Learning Hierarchical Protein Representations via Complete 3D Graph Networks
Limei Wang · Haoran Liu · Yi Liu · Jerry Kurtin · Shuiwang Ji
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Poster
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Tue 2:30
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E3Bind: An End-to-End Equivariant Network for Protein-Ligand Docking
Yangtian Zhang · Huiyu Cai · Chence Shi · Jian Tang
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Poster
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Learning Harmonic Molecular Representations on Riemannian Manifold
Yiqun Wang · Yuning Shen · Shi Chen · Lihao Wang · Fei YE · Hao Zhou
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Poster
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Mon 2:30
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Protein Sequence and Structure Co-Design with Equivariant Translation
Chence Shi · Chuanrui Wang · Jiarui Lu · Bozitao Zhong · Jian Tang
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