LARS-code

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36 repositories

EmerG
Public
Python
•2•5•0•0•Updated Jul 17, 2024Jul 17, 2024
HL-GNN
Public
[KDD 2024] "Heuristic Learning with Graph Neural Networks: A Unified Framework for Link Prediction"
link-prediction graph-neural-networks
Python
•1•7•0•0•Updated Jun 16, 2024Jun 16, 2024
PACIA
Public
PACIA: Parameter-Efficient Adapter for Few-Shot Molecular Property Prediction. IJCAI 2024
few-shot-learning graph-neural-networks molecular-property-prediction
Python
•0•2•0•0•Updated Apr 26, 2024Apr 26, 2024
HyperPGNN
Public
knowledge-graph graph-neural-networks
Python
•
MIT License
•0•3•0•0•Updated Apr 24, 2024Apr 24, 2024
Rule-learning-expressivity
Public
Understanding Expressivity of GNN in Rule Learning. ICLR 2024
graph-neural-networks logical-reasoning
Python
•
MIT License
•0•8•0•0•Updated Mar 14, 2024Mar 14, 2024
KnowDDI
Public
Accurate and Interpretable Drug-drug Interaction Prediction Enabled by Knowledge Subgraph Learning. Nature Communications (Medicine).
graph-neural-networks biomedical-networks
Python
•1•12•2•0•Updated Dec 7, 2023Dec 7, 2023
AutoSF
Public
Y. Zhang, Q. Yao, J. Kwok. Bilinear Scoring Function Search for Knowledge Graph Learning. TPAMI 2022
knowledge-graph automl graph-embedding
Python
•12•68•2•0•Updated Dec 1, 2023Dec 1, 2023
RelEns
Public
Relation-aware Ensemble Learning for Knowledge Graph Embedding. EMNLP. 2023
knowledge-graph ensemble-learning
Jupyter Notebook
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MIT License
•3•24•1•0•Updated Dec 1, 2023Dec 1, 2023
AdaProp
Public
[KDD 2023] AdaProp: Learning Adaptive Propagation for Graph Neural Network based Knowledge Graph Reasoning
knowledge-graph knowledge-graph-reasoning
Python
•3•22•1•0•Updated Oct 26, 2023Oct 26, 2023
EmerGNN
Public
Emerging Drug Interaction Prediction Enabled by Flow-based Graph Neural Network with Biomedical Network. Nature Computational Science. 2023.
graph-neural-networks drug-drug-interaction biomedical-networks
Python
•
MIT License
•2•25•0•0•Updated Oct 20, 2023Oct 20, 2023
SimpleSTG
Public
Code for "Understanding and Simplifying Architecture Search in Spatio-Temporal Graph Neural Networks" accepted by TMLR 2023
automl spatio-temporal-data graph-neural-networks
Python
•0•5•0•0•Updated Jul 11, 2023Jul 11, 2023
3D-PGT
Public
KDD-23 Automated 3D Pre-Training for Molecular Property Prediction
pretraining graph-transformer molecular-property-prediction
Python
•
MIT License
•2•7•1•0•Updated Jul 6, 2023Jul 6, 2023
ColdNAS
Public
Code for ColdNAS: Search to Modulate for User Cold-Start Recommendation. WebConf 2023
recommender-system cold-start neural-architecture-search
Python
•2•10•0•0•Updated May 5, 2023May 5, 2023
LRGNN
Public
The released code for the paper: ''Embracing Long-range Dependency in Graph Classification by Stacking Graph Neural Network" in WebConf 2023
automl neural-architecture-search graph-neural-networks
Python
•1•7•0•0•Updated Apr 15, 2023Apr 15, 2023
TREFE
Public
Searching a High Performance Feature Extractor for Text Recognition Network. TPAMI 2022
transformer text-recognition neural-architecture-search
Python
•0•13•2•0•Updated Nov 25, 2022Nov 25, 2022
AutoGraph-KDDCup2020
Public
This is the official repo for hosting datasets and code of AutoGraph challenge at KDD Cup 2020. Paper here: https://www.frontiersin.org/articles/10.3389/frai.2022.905104/full
Python
•0•1•0•0•Updated Aug 31, 2022Aug 31, 2022
RED-GNN
Public
Knowledge Graph Reasoning with Relational Digraph. WebConf 2022
knowledge-graph graph-neural-networks graph-neural-network
Python
•12•58•1•0•Updated Aug 21, 2022Aug 21, 2022
SANE
Public
The released code for the paper: Search to aggregate neighborhood for graph neural network, in ICDE 2021.
neural-architecture-search autograph graph-neural-networks differentiable-architecture-search
Python
•4•21•3•1•Updated Jul 25, 2022Jul 25, 2022
PAS-OGB
Public
CIKM 2021: Pooling Architecture Search for Graph Classification
neural-architecture-search graph-neural-networks
Python
•8•18•0•1•Updated Jul 19, 2022Jul 19, 2022
KGBench
Public
Python
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MIT License
•0•9•0•0•Updated Jun 18, 2022Jun 18, 2022
KGTuner
Public
KGTuner: Efficient Hyper-parameter Search for Knowledge Graph Learning" (ACL 2022 long paper)
knowledge-graph hyperparameter-optimization automl
Python
•1•19•0•0•Updated May 23, 2022May 23, 2022
F2GNN
Public
The released code for the paper: ''Designing the Topology of Graph Neural Networks: A Novel Feature Fusion Perspective" in WebConf 2022
automl neural-architecture-search autograph graph-neural-networks
Python
•2•22•0•0•Updated Apr 14, 2022Apr 14, 2022
AutoML-Tutorial
Public
Tutorials about AutoML
collaborative-filtering automl graph-neural-network deep-learning
15•84•0•0•Updated Feb 24, 2022Feb 24, 2022
PAS
Public
The released code for the paper: Pooling Architecture Search for Graph Classification, in CIKM 2021.
automl neural-architecture-search graph-classification graph-neural-networks graph-neural-network
Python
•3•25•3•0•Updated Jan 26, 2022Jan 26, 2022
GRAPE
Public archive
Automorphic Equivalence-aware Graph Neural Network. NeurIPS 2021.
genetic-algorithm automl automated-machine-learning graph-isomorphism graph-neural-networks graph-neural-network
Python
•0•2•0•0•Updated Oct 28, 2021Oct 28, 2021
TabGNN
Public
tabular-data graph-neural-networks
Python
•6•48•2•0•Updated Aug 23, 2021Aug 23, 2021
DiffMG
Public
[KDD 2021, Research Track] DiffMG: Differentiable Meta Graph Search for Heterogeneous Graph Neural Networks
neural-architecture-search heterogeneous-information-networks graph-neural-networks
Python
•6•29•0•0•Updated Jul 5, 2021Jul 5, 2021
S2S
Public
Code for "Searching to Sparsify Tensor Decomposition for N-ary relational data" WebConf 2021
Python
•1•4•2•0•Updated May 30, 2021May 30, 2021
ERAS
Public
Code for "Efficient Relation-aware Scoring Function Search for Knowledge Graph Embedding" ICDE 2021
Python
•3•12•0•0•Updated Apr 26, 2021Apr 26, 2021
SNAG
Public
Source code for CIKM-CSSA 2020 paper SNAG "Simplified Neural Architecture search for Graph Neural Networks".
neural-architecture-search autograph graph-neural-network
Python
•1•15•2•0•Updated Mar 7, 2021Mar 7, 2021