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Representation learning-based graph alignment based on implicit matrix factorization and structural embeddings
Python
96
16
Summarization of static graphs using the Minimum Description Length principle
Python
28
16
Framework for latent network summarization: bridging network embedding and summarization
Python
10
2
Knowledge Graph summarization for anomaly/error detection & completion (WebConf '20)
Python
38
8
GNN with summarization/grouping layer for speed and interpretability
Python
15
5
Slides and code for the Morgan Claypool book on "Individual and Collective Graph Mining: Principles, Algorithms and Applications"
21
12
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Showing 10 of 25 repositories
H2GCN
Public
Boost learning for GNNs from the graph structure under challenging heterophily settings. (NeurIPS'20)
GemsLab/H2GCN's past year of commit activity
Python
110
23
2
0
Updated Jun 18, 2025
GemsLab/HeteLinkPred's past year of commit activity
Python
1
0
0
0
Updated Dec 11, 2024
StrucEmbedding-GraphLibrary
Public
The SEMB library is an easy-to-use tool for getting and evaluating structural node embeddings in graphs.
GemsLab/StrucEmbedding-GraphLibrary's past year of commit activity
Python
18
4
1
6
Updated Mar 24, 2023
GemsLab/CAPER's past year of commit activity
Python
8
1
0
0
Updated Mar 13, 2023
HeteRobust
Public
How does Heterophily Impact the Robustness of Graph Neural Networks? Theoretical Connections and Practical Implications (KDD'22)
GemsLab/HeteRobust's past year of commit activity
Python
13
1
0
0
Updated Jul 24, 2022
GemsLab/GCLAugmentations-BestPractices's past year of commit activity
5
0
0
0
Updated Feb 18, 2022
LinkWaldo
Public
Select a set of pairs to check in link prediction from the vast, sparse space of possible pairs
GemsLab/LinkWaldo's past year of commit activity
Python
7
1
0
0
Updated Oct 20, 2021
GemsLab/CPGNN's past year of commit activity
Python
31
3
0
0
Updated Oct 10, 2021
GemsLab/RefiNA's past year of commit activity
Python
4
MIT
0
1
0
Updated Jun 2, 2021
REGAL
Public
Representation learning-based graph alignment based on implicit matrix factorization and structural embeddings
GemsLab/REGAL's past year of commit activity
Python
96
MIT
16
7
0
Updated Mar 30, 2021
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