ki-ljl / GNNs-for-Node-ClassificationView external linksLinks
Some GNNs are implemented using PyG for node classification tasks, including: GCN, GraphSAGE, SGC, GAT, R-GCN and HAN (Heterogeneous Graph Attention Network), which will continue to be updated in the future.
☆145Jun 11, 2023Updated 2 years ago
Alternatives and similar repositories for GNNs-for-Node-Classification
Users that are interested in GNNs-for-Node-Classification are comparing it to the libraries listed below
Sorting:
- data set for node classification task☆14Jan 31, 2020Updated 6 years ago
- Source code of NeurIPS 2022 paper “Co-Modality Graph Contrastive Learning for Imbalanced Node Classification”☆21Jan 15, 2023Updated 3 years ago
- [WWW 2023] "Addressing Heterophily in Graph Anomaly Detection: A Perspective of Graph Spectrum" by Yuan Gao, Xiang Wang, Xiangnan He, Zhe…☆39Oct 17, 2023Updated 2 years ago
- Pytorch implementation of paper 'GraphSMOTE: Imbalanced Node Classification on Graphs with Graph Neural Networks' to appear on WSDM2021☆173Sep 14, 2023Updated 2 years ago
- NeurIPS 2022 - SHGP☆32Jul 27, 2023Updated 2 years ago
- (ICLR 2022) Discovering Invariant Rationales for Graph Neural Networks☆131Jul 15, 2023Updated 2 years ago
- [ICLR'23] Implementation of "Empowering Graph Representation Learning with Test-Time Graph Transformation"☆65Jun 23, 2023Updated 2 years ago
- Pytorch implementation of various Graph Neural Networks (GNNs) for graph classification☆111Oct 3, 2020Updated 5 years ago
- This repository contains the resources on graph neural network (GNN) considering heterophily.☆270Dec 4, 2024Updated last year
- GNN模型在引文网络数据集上的代码,包括Cora、Citeseer、Pubmed、ogbn-arxiv☆10Mar 2, 2021Updated 4 years ago
- ☆11May 14, 2023Updated 2 years ago
- Using Android Malware Dataset (CICAndMal2017)☆10Jul 23, 2019Updated 6 years ago
- ☆10Jul 18, 2023Updated 2 years ago
- Code for AAAI-2024 paper: Graph Contrastive Invariant Learning from the Causal Perspective☆29Mar 11, 2024Updated last year
- Revisiting, benchmarking, and refining Heterogeneous Graph Neural Networks.☆337Jul 28, 2023Updated 2 years ago
- PyG implementation of GCN (Semi-Supervised Classification with Graph Convolutional Networks, ICLR 2017).Datasets: CiteSeer, Cora, PubMed,…☆72Jun 11, 2023Updated 2 years ago
- Framework for evaluating Graph Neural Network models on semi-supervised node classification task☆492Dec 5, 2018Updated 7 years ago
- Vehicle Routing Problem with Time Windows solver using Ant Colony Optimization, Greedy Algorithm☆13Dec 18, 2020Updated 5 years ago
- ☆10Jun 23, 2022Updated 3 years ago
- Leveraging network topology for better fake account detection in social networks☆10Jul 6, 2023Updated 2 years ago
- The code impliments for paper "MHNF: Multi-hop Heterogeneous Neighborhood information Fusion graph representation learning.”☆11Oct 29, 2023Updated 2 years ago
- ☆12May 31, 2024Updated last year
- ☆11Feb 22, 2023Updated 2 years ago
- KG data for ODA☆12Sep 21, 2024Updated last year
- Example code to train a Graph Neural Network on the MNIST dataset in PyTorch for Digit Classification☆28Jan 6, 2020Updated 6 years ago
- 这是GraphSAGE模型在Cora、Citeseer、Pubmed数据集上的复现代码。语言:PyTorch☆27Jan 12, 2021Updated 5 years ago
- ☆125Oct 16, 2023Updated 2 years ago
- NeurIPS 2022, Revisiting Heterophily For Graph Neural Networks, official PyTorch implementation for Adaptive Channel Mixing (ACM) GNN fra…☆88Nov 21, 2024Updated last year
- ☆35Jun 14, 2025Updated 8 months ago
- Official implement of RAHG: A Role-Aware Hypergraph Neural Network for Node Classification in Graphs.☆11Jul 5, 2024Updated last year
- codes of LEGNN for Semi-supervised Node Classification☆12Jun 1, 2022Updated 3 years ago
- This repo is for source code of Expert Systems with Applications paper "SR-HGN: Semantic-and Relation-Aware Heterogeneous Graph Neural Ne…☆13Aug 2, 2023Updated 2 years ago
- Code for IEEE ICDM 23 PREM: A Simple Yet Effective Approach for Node-Level Graph Anomaly Detection☆13May 9, 2024Updated last year
- Easy implementations of GCN on Elliptic Datasets☆13Dec 19, 2020Updated 5 years ago
- Fraud detection using Graph Convolutional Networks☆13May 9, 2022Updated 3 years ago
- GripNet: Graph Information Propagation on Supergraph for Heterogeneous Graphs (PatternRecognit, 2023)☆16Mar 8, 2023Updated 2 years ago
- A pytorch implementation of graph transformer for node classification☆33May 3, 2023Updated 2 years ago
- generative-camouflaged-spam-detector☆11Aug 20, 2020Updated 5 years ago
- GOODAT: Towards Test-time Graph Out-of-Distribution Detection☆12Mar 18, 2024Updated last year