sh-qiangchen / GNN-Theory-Papers
This repository mainly lists some the latest research on graph neural network theory.
☆96Updated last year
Alternatives and similar repositories for GNN-Theory-Papers:
Users that are interested in GNN-Theory-Papers are comparing it to the libraries listed below
- ☆212Updated 4 months ago
- B站GNN教程资料☆127Updated 5 months ago
- PyG implementation of GCN (Semi-Supervised Classification with Graph Convolutional Networks, ICLR 2017).Datasets: CiteSeer, Cora, PubMed,…☆64Updated last year
- Tutorial about Graph Convolutional Network(GCN)☆95Updated 3 years ago
- Some GNNs are implemented using PyG for node classification tasks, including: GCN, GraphSAGE, SGC, GAT, R-GCN and HAN (Heterogeneous Grap…☆132Updated last year
- ☆62Updated 3 years ago
- ☆76Updated last year
- DSTAGNN: Dynamic Spatial-Temporal Aware Graph Neural Network for Traffic Flow Forecasting, which is accepted at ICML2022.☆153Updated 2 years ago
- Spatial-Temporal Graph ODE Neural Network☆105Updated 3 years ago
- PyTorch示例代码;复现GNN模型☆120Updated 3 years ago
- 图神经网络、图卷积网络、图注意力网络、图自编码网络、时空图神经网络等论文合集。☆93Updated 11 months ago
- ☆24Updated 5 months ago
- ☆42Updated 2 years ago
- Graph model implementation☆140Updated 2 years ago
- Code of “STG4Traffic: A Survey and Benchmark of Spatial-Temporal Graph Neural Networks for Traffic Prediction”.☆65Updated 7 months ago
- ☆78Updated 3 months ago
- A Survey of Learning from Graphs with Heterophily☆117Updated last month
- Traffic flow predict. Implementation of graph convolutional network with PyTorch☆107Updated 4 years ago
- This is a Pytorch implementation of ASTGNN. Now the corresponding paper is available online at https://ieeexplore.ieee.org/document/93460…☆201Updated 3 years ago
- Advances on machine learning of graphs, covering the reading list of recent top academic conferences.☆175Updated 4 months ago
- The pytorch implementation of Traffic Flow Prediction via Spatial Temporal Graph Neural Network☆126Updated 3 years ago
- "GADBench: Revisiting and Benchmarking Supervised Graph Anomaly Detection" in NeurIPS 2023☆106Updated 7 months ago
- ☆8Updated 2 years ago
- Code for OGC and GGCM☆14Updated 5 months ago
- Implementation of Graph Muti-Attention Network with PyTorch☆147Updated last year
- cs224w(图机器学习)2021冬季课程的colab☆236Updated 3 years ago
- Code for our VLDB'22 paper Decoupled Dynamic Spatial-Temporal Graph Neural Network for Traffic Forecasting.☆177Updated last year
- Paper:Spatio-Temporal Graph Convolutional Networks: A Deep Learning Framework for Traffic Forecasting . Implementation of spatio-temporal…☆135Updated 4 years ago
- A PyTorch implementation of T-GCN☆61Updated last year
- [AAAI2023] A PyTorch implementation of PDFormer: Propagation Delay-aware Dynamic Long-range Transformer for Traffic Flow Prediction.☆225Updated last year