Modeling All-Atom Glycan Structures via Hierarchical Message Passing and Multi-Scale Pre-training

Minghao Xu; Jiaze Song; Keming Wu; Xiangxin Zhou; Bin CUI; Wentao Zhang

2025 ICML ICML 2025

Modeling All-Atom Glycan Structures via Hierarchical Message Passing and Multi-Scale Pre-training

Abstract

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Authors

Minghao Xu, Jiaze Song, Keming Wu, Xiangxin Zhou, Bin CUI, Wentao Zhang

Topics

Machine Learning > Core Methods > Representation Learning Machine Learning > Learning Types > Self-Supervised Learning Deep Learning > Architectures > Graph Neural Networks

Keywords

hierarchical message passing multi-scale pretraining all-atom-wise modeling atom nodes glycan structures monosaccharide nodes

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