Awesome-Graph-Neural-Networks

Paper Lists for Graph Neural Networks

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Aug 15, 2022

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None 6 Paper Lists for Graph Neural Networks May 12, 2021
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None 2 Paper Lists for Graph Neural Networks Oct 03, 2021
Jupyter Notebook 134 code for paper "Graph Structure of Neural Networks" Jul 10, 2022
Jupyter Notebook 13 Code for paper: Neural Architecture Search in Graph Neural Networks (BRACIS 2020) Mar 07, 2022
Python 14 Code and dataset for paper "GRAND+: Scalable Graph Random Neural Networks" Jul 06, 2022
Python 34 Source code for WWW 2021 paper "Graph Structure Estimation Neural Networks" Jul 01, 2022
None 21 Paper list for Network Embedding, Knowledge Base Embedding, Graph Neural Networks Apr 18, 2023
None 20 Graph Neural networks for NLP Apr 21, 2023
Jupyter Notebook 3 playground for graph neural networks Jan 24, 2022
Python 212 Implementation of the KDD 2020 paper "Graph Structure Learning for Robust Graph Neural Networks" Apr 20, 2023
Python 4 Metapopulation Graph Neural Networks Jun 27, 2022
Python 347 Graph Markov Neural Networks Aug 22, 2022
Python 82 Crystal Graph Neural Networks Apr 24, 2023
Python 199 Hyperbolic Graph Neural Networks Jul 18, 2022
None 2 Graph neural networks literature Oct 13, 2021
Python 5 Bayesian Graph Neural Networks Jul 13, 2022
Python 19 Code for our paper on doing resource allocation with graph neural networks Jul 15, 2022
Python 26 Code for the paper "Strongly Incremental Constituency Parsing with Graph Neural Networks" Jul 26, 2022
Python 33 Code for ICCV 2021 paper "Distilling Holistic Knowledge with Graph Neural Networks" Mar 28, 2023
Python 2 Codes for the paper "Learning to Coordinate via Multiple Graph Neural Networks" Mar 16, 2023
Python 26 Rethinking Graph Regularization for Graph Neural Networks (AAAI2021) May 18, 2022
Python 10 Source code for CIKM-CSSA 2020 paper SNAG "Simplified Neural Architecture search for Graph Neural Networks". May 14, 2022
Python 18 The code of paper "Block Modeling-Guided Graph Convolutional Neural Networks". May 31, 2022
LLVM 23 DAC'22 paper: "Automated Accelerator Optimization Aided by Graph Neural Networks" Mar 21, 2023
Python 5 Official repo for paper Graph Neural Networks for Multimodal Single-Cell Data Integration Apr 28, 2023
TypeScript 134 Visualization tool for Graph Neural Networks Aug 05, 2022
Python 321 Graph neural networks for molecular design. Apr 15, 2023
Jupyter Notebook 2153 Repository for benchmarking graph neural networks May 06, 2023
None 23 Paper Lists for Fair Graph Learning (FairGL). Jul 29, 2022
Python 7 Code for the paper "Multi-view Tensor Graph Neural Networks Through Reinforced Aggregation" Apr 04, 2023
Julia 107 Graph Neural Networks in Julia Oct 18, 2022
Python 25 Gene Regulatory Graph Neural Networks Apr 16, 2023
Python 366 Position-aware Graph Neural Networks May 26, 2023
Python 46 Transformers are Graph Neural Networks! Jun 30, 2022
Python 2 Graph Coarsening with Neural Networks Jun 28, 2023
Python 96 scGNN (single cell graph neural networks) for single cell clustering and imputation using graph neural … May 09, 2023
Python 10 [SDM22] PyTorch implementation for "Neural Graph Matching for Pre-training Graph Neural Networks". Jun 29, 2022
Python 54 Official implementation of SIGIR'2021 paper: "Sequential Recommendation with Graph Neural Networks". May 04, 2023
Python 8 Second-Order Pooling for Graph Neural Networks Dec 26, 2021
Python 994 Sample Code for Gated Graph Neural Networks Jul 31, 2022
Python 89 Graph Neural Networks for Irregular Time Series Apr 21, 2023
Python 60 Scalable Graph Neural Networks for Heterogeneous Graphs Aug 01, 2022
Python 86 Sample Code for Graph Partition Neural Networks Feb 28, 2022
Jupyter Notebook 158 Bag of Tricks for Graph Neural Networks. Aug 11, 2022
Python 15 Second-Order Pooling for Graph Neural Networks May 06, 2023
Python 756 Strategies for Pre-training Graph Neural Networks May 02, 2023
Python 129 Graph Neural Networks for Decentralized Path Planning May 22, 2023
Python 4 graph neural networks for grain growth simulations May 06, 2023
None 2 Graph Neural Network Paper List Mar 07, 2022