Namkyeong Lee (@Namkyeong)
github

Namkyeong

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Top repositories

1

AFGRL

The official source code for "Augmentation-Free Self-Supervised Learning on Graphs"
Python
76
star
2

BGRL_Pytorch

Pytorch implementation of "Large-Scale Representation Learning on Graphs via Bootstrapping"
Python
74
star
3

awesome-molecule-text

Papers about Molecular Machine Learning (MoML) given its human language textual description
63
star
4

CGIB

The official source code for "Conditional Graph Information Bottleneck for Molecular Relational Learning".
Python
38
star
5

RGRL

The official source code for "Relational Self-Supervised Learning on Graphs"
Python
23
star
6

CMRL

The official source code for "Shift-Robust Molecular Relational Learning with Causal Substructure"
Python
20
star
7

PolySRL_AI4Science

The official source code for "Stoichiometry Representation Learning with Polymorphic Crystal Structures"
Python
10
star
8

AMOLE

The official source code for "Vision Language Model is NOT All You Need: Augmentation Strategies for Molecule Language Model".
Python
10
star
9

NoisyNodes_Pytorch

Pytorch implementation of "Very Deep Graph Neural Networks via Noise Regularisation"
Python
7
star
10

RecSys_paper

implementation of Recommendation System papers
Jupyter Notebook
5
star
11

graph_SSL

Self-supervised learning on Graph Representation Learning (node-level task)
Python
3
star