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Namkyeong Lee's Projects

afgrl icon afgrl

The official source code for "Augmentation-Free Self-Supervised Learning on Graphs"

awesome-molecule-text icon awesome-molecule-text

Papers about Molecular Machine Learning (MoML) given its human language textual description

bgrl_pytorch icon bgrl_pytorch

Pytorch implementation of "Large-Scale Representation Learning on Graphs via Bootstrapping"

cgib icon cgib

The official source code for "Conditional Graph Information Bottleneck for Molecular Relational Learning".

cmrl icon cmrl

The official source code for "Shift-Robust Molecular Relational Learning with Causal Substructure"

coe202 icon coe202

Lab session materials for CoE202 in KAIST

noisynodes_pytorch icon noisynodes_pytorch

Pytorch implementation of "Very Deep Graph Neural Networks via Noise Regularisation"

polysrl_ai4science icon polysrl_ai4science

The official source code for "Stoichiometry Representation Learning with Polymorphic Crystal Structures"

pyhealth icon pyhealth

A Deep Learning Python Toolkit for Healthcare Applications.

rgrl icon rgrl

The official source code for "Relational Self-Supervised Learning on Graphs"

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