Official PyTorch implementation of "Towards Deeper Graph Neural Networks" [KDD2020]
☆68Oct 11, 2022Updated 3 years ago
Alternatives and similar repositories for DeeperGNN
Users that are interested in DeeperGNN are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- The code for the ICML 2021 paper "Graph Neural Networks Inspired by Classical Iterative Algorithms".☆43Jun 9, 2021Updated 4 years ago
- This is a Pytorch implementation of paper: DropEdge: Towards Deep Graph Convolutional Networks on Node Classification☆477Dec 7, 2022Updated 3 years ago
- ☆22Oct 14, 2022Updated 3 years ago
- ☆307Jul 17, 2022Updated 3 years ago
- ☆32May 2, 2023Updated 3 years ago
- Deploy open-source AI quickly and easily - Special Bonus Offer • AdRunpod Hub is built for open source. One-click deployment and autoscaling endpoints without provisioning your own infrastructure.
- Official Implementation of AdaGCN (ICLR 2021)☆64Jan 3, 2022Updated 4 years ago
- Official PyTorch implementation of "Towards Deeper Graph Neural Networks" [KDD2020]☆155Oct 11, 2022Updated 3 years ago
- PPNP & APPNP models from "Predict then Propagate: Graph Neural Networks meet Personalized PageRank" (ICLR 2019)☆323Dec 9, 2024Updated last year
- Source code and dataset of the NeurIPS 2020 paper "Graph Random Neural Network for Semi-Supervised Learning on Graphs"☆211Jul 6, 2023Updated 2 years ago
- The source code for Adaptive Kernel Graph Neural Network at AAAI2022☆14Feb 23, 2022Updated 4 years ago
- data set for node classification task☆14Jan 31, 2020Updated 6 years ago
- DGL implementation of some deep GNNs☆10Dec 6, 2020Updated 5 years ago
- ☆18Jan 12, 2022Updated 4 years ago
- ☆142Jul 9, 2023Updated 2 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- Implementations of "Break the Ceiling: Stronger Multi-scale Deep Graph Convolutional Networks"☆54Sep 25, 2024Updated last year
- Implementation of paper "Self-supervised Learning on Graphs:Deep Insights and New Directions"☆97Jul 6, 2023Updated 2 years ago
- Implementation for Simple Spectral Graph Convolution in ICLR 2021☆84Oct 7, 2022Updated 3 years ago
- Fisher-Bures Adversary Graph Convolutional Networks☆12Aug 20, 2019Updated 6 years ago
- reproduce ICLR2021 paper "AdaGCN: Adaboosting Graph Convolutional Networks into Deep Models"☆18Sep 20, 2022Updated 3 years ago
- ☆20May 29, 2022Updated 3 years ago
- Pytorch implementation of EvenNet.☆21Oct 25, 2022Updated 3 years ago
- Implementation of Directional Graph Networks in PyTorch and DGL☆117Apr 4, 2021Updated 5 years ago
- Source code for "Improving Attention Mechanism in Graph Neural Networks via Cardinality Preservation" (IJCAI 2020)☆17Jul 25, 2024Updated last year
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- Graph Filter Neural Network (ICPR'20)☆48Aug 6, 2020Updated 5 years ago
- ☆14Mar 25, 2023Updated 3 years ago
- A Note On Over-Smoothing for Graph Neural Network☆20Jun 29, 2020Updated 5 years ago
- Implementation of LSTM with FCN in keras.☆13Feb 23, 2018Updated 8 years ago
- [NeurIPS 2020] "Graph Contrastive Learning with Augmentations" by Yuning You, Tianlong Chen, Yongduo Sui, Ting Chen, Zhangyang Wang, Yang…☆630Jul 17, 2024Updated last year
- Code for the experiments in the ACL 2020 paper "Estimating predictive uncertainty for rumour verification models"☆11May 15, 2020Updated 6 years ago
- Graph Representation Learning via Graphical Mutual Information Maximization☆117May 5, 2020Updated 6 years ago
- Source code and dataset for KDD 2021 paper: Zero-shot Node Classification with Decomposed Graph Prototype Network.☆12Jun 18, 2021Updated 4 years ago
- Boost learning for GNNs from the graph structure under challenging heterophily settings. (NeurIPS'20)☆109Jun 18, 2025Updated 11 months ago
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- Spectral Graph Attention Network with Fast Eigen-approximation☆11Dec 24, 2021Updated 4 years ago
- ☆46Nov 17, 2021Updated 4 years ago
- Code & data accompanying the NeurIPS 2020 paper "Iterative Deep Graph Learning for Graph Neural Networks: Better and Robust Node Embeddin…☆238Jul 23, 2023Updated 2 years ago
- Code for ICML21 paper "Learning Self-Modulating Attention in Continuous Time Space with Applications to Sequential Recommendation"☆12Feb 8, 2023Updated 3 years ago
- PyTorch implementation of "Simple and Deep Graph Convolutional Networks"☆359Jul 9, 2020Updated 5 years ago
- An PyTorch implementation of graph neural networks (GCN, GraphSAGE and GAT) that can be simply imported and used.☆63May 17, 2020Updated 6 years ago
- Official PyTorch implementation for the following KDD2022 paper: Variational Inference for Training Graph Neural Networks in Low-Data Re…☆20Oct 20, 2022Updated 3 years ago