THUMN Lab

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25 repositories

CurBench
Public
Python
•0•5•0•0•Updated Oct 11, 2024Oct 11, 2024
CurML
Public
Python
•
Apache License 2.0
•9•79•1•0•Updated Oct 11, 2024Oct 11, 2024
AutoGL
Public
An autoML framework & toolkit for machine learning on graphs.
neural-architecture-search hyper-parameter-optimization pytorch-geometric machine-learning deep-learning pytorch automl graph-neural-networks
Python
•
Apache License 2.0
•119•1.1k•14•4•Updated Aug 8, 2024Aug 8, 2024
AutoGL-light
Public
Jupyter Notebook
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Apache License 2.0
•1•12•1•0•Updated Jun 16, 2024Jun 16, 2024
awesome-auto-graph-learning
Public
A paper collection about automated graph learning
machine-learning deep-learning graph automl neural-architecture-search hyper-parameter-optimization graph-neural-networks
MIT License
•7•97•0•0•Updated Jun 8, 2024Jun 8, 2024
awesome-large-graph-model
Public
Papers about large graph models.
awesome-list graph-neural-networks large-language-models graph-foundation-model
MIT License
•19•267•1•0•Updated Mar 24, 2024Mar 24, 2024
IB-D2GAT
Public
0•0•0•0•Updated Mar 7, 2024Mar 7, 2024
awesome-graph-ood
Public
Papers about out-of-distribution generalization on graphs.
machine-learning deep-learning graph-mining graph-neural-networks out-of-distribution-generalization
MIT License
•9•161•2•1•Updated Jun 5, 2023Jun 5, 2023
NAS-Bench-Graph
Public
Python
•
Apache License 2.0
•2•23•2•0•Updated Dec 29, 2022Dec 29, 2022
GAUSS
Public
GAUSS: Graph ArchitectUre Search at Scale. A graph architecture search framework to search for graphs with more than 10^8 nodes within 1 GPU day (32G V100)
1•2•2•0•Updated Jun 15, 2022Jun 15, 2022
AutoAttend
Public
Code Implementation for AutoAttend: Automated Attention Representation Search
nlp nas neural-architecture-search
Python
•
Apache License 2.0
•3•11•1•0•Updated Jul 26, 2021Jul 26, 2021
RobustGCN
Public
This is a sample implementation of "Robust Graph Convolutional Networks Against Adversarial Attacks", KDD 2019.
Python
•3•0•0•0•Updated Aug 28, 2020Aug 28, 2020
DHPE
Public
This is a sample implementation of "Dynamic High-order Proximity preserved Embedding (DHPE)" (TKDE 2018).
MATLAB
•2•0•0•0•Updated Aug 28, 2020Aug 28, 2020
AutoGraph
Public
KDD Cup 2020 AutoGraph Challenge 6th place solution
Python
•2•7•0•0•Updated Aug 28, 2020Aug 28, 2020
DRNE
Public
The Implementation of "Deep Recursive Network Embedding with Regular Equivalence"(KDD 2018)
deep-neural-networks network-embedding centrality network-representation-learning
Python
•15•2•0•0•Updated Aug 28, 2020Aug 28, 2020
DHNE
Public
The implementation of "Structural Deep Embedding for Hyper-Networks", AAAI 2018.
Python
•14•1•0•0•Updated Aug 28, 2020Aug 28, 2020
AROPE
Public
This is a sample implementation of "Arbitrary-Order Proximity Preserved Network Embedding"(KDD 2018).
matrix-factorization spectral-analysis network-embedding
Python
•11•4•0•0•Updated Aug 28, 2020Aug 28, 2020
AutoNE
Public
The Implementation of "AutoNE: Hyperparameter Optimization for Massive Network Embedding"(KDD 2019)
Python
•6•1•0•0•Updated Aug 28, 2020Aug 28, 2020
RandNE
Public
This is a sample implementation of "Billion-scale Network Embedding with Iterative Random Projection" (ICDM 2018).
Python
•2•0•0•0•Updated Aug 5, 2020Aug 5, 2020
AffineGAN
Public
PyTorch Implementation of "Facial Image-to-Video Translation by a Hidden Affine Transformation" in MM'19.
Python
•8•0•0•0•Updated Oct 29, 2019Oct 29, 2019
nrlweb
Public
CSS
•0•3•0•0•Updated Oct 22, 2019Oct 22, 2019
Powerlaw_TP
Public
This is a sample implementation of "Power-law Distribution Aware Trust Prediction", IJCAI 2018.
MATLAB
•1•0•0•0•Updated Aug 2, 2018Aug 2, 2018
M-NMF
Public
This is a sample implementation of "Community Preserving Network Embedding" (AAAI 2017).
community-detection network-embedding non-negative-matrix-factorization network-representation-learning
MATLAB
•1•4•0•0•Updated Jul 4, 2018Jul 4, 2018
TIMERS
Public
This is a sample implementation of "TIMERS: Error-Bounded SVD Restart on Dynamic Networks"(AAAI 2018).
MATLAB
•4•1•0•0•Updated Jul 4, 2018Jul 4, 2018
HOPE
Public
This is a sample implementation of "Asymmetric Transitivity Preserving Graph Embedding"(KDD 2016).
MATLAB
•8•0•0•0•Updated Jun 29, 2018Jun 29, 2018