Implementations of "Break the Ceiling: Stronger Multi-scale Deep Graph Convolutional Networks"
☆53Sep 25, 2024Updated last year
Alternatives and similar repositories for Stronger_GCN
Users that are interested in Stronger_GCN are comparing it to the libraries listed below
Sorting:
- Measuring and Improving the Use of Graph Information in Graph Neural Networks☆83Jul 25, 2024Updated last year
- The code for the ICML 2021 paper "Graph Neural Networks Inspired by Classical Iterative Algorithms".☆43Jun 9, 2021Updated 4 years ago
- Source code for experiments in "Identifying and Addressing Delusions for Target- Directed Decision Making"☆10Jun 1, 2025Updated 9 months ago
- ☆10Aug 13, 2021Updated 4 years ago
- ☆302Jul 17, 2022Updated 3 years ago
- The source code of the paper "Understanding Graph Neural Networks from Graph Signal Denoising Perspectives"☆23Jun 9, 2020Updated 5 years ago
- A PyTorch Implementation of Skipper☆27Sep 25, 2024Updated last year
- ☆12Apr 16, 2020Updated 5 years ago
- Code for "Are Powerful Graph Neural Nets Necessary? A Dissection on Graph Classification"☆54May 5, 2020Updated 5 years ago
- Implementation for Simple Spectral Graph Convolution in ICLR 2021☆85Oct 7, 2022Updated 3 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
- PyTorch implementation of "Simple and Deep Graph Convolutional Networks"☆358Jul 9, 2020Updated 5 years ago
- code of SHNE☆16Mar 14, 2019Updated 6 years ago
- [ICML 2022] pGNN, p-Laplacian Based Graph Neural Networks☆27Aug 26, 2025Updated 6 months ago
- Source code of GResNet☆17Sep 16, 2020Updated 5 years ago
- Implementation of the paper "A New Perspective on the Effects of Spectrum in Graph Neural Networks"☆17Jun 17, 2022Updated 3 years ago
- This is the implementation and supplemental materials for paper "Deep Multi-attributed Graph Translation with Node-Edge Co-evolution"☆17Mar 30, 2020Updated 5 years ago
- Official Implementation of ICML 2019 Paper. MixHop: Higher-Order Graph Convolutional Architectures via Sparsified Neighborhood Mixing; an…☆125Jun 27, 2019Updated 6 years ago
- Lanczos Network, Graph Neural Networks, Deep Graph Convolutional Networks, Deep Learning on Graph Structured Data, QM8 Quantum Chemistry …☆317Oct 18, 2019Updated 6 years ago
- This is a Pytorch implementation of paper: DropEdge: Towards Deep Graph Convolutional Networks on Node Classification☆475Dec 7, 2022Updated 3 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
- An implementation of "MixHop: Higher-Order Graph Convolutional Architectures via Sparsified Neighborhood Mixing" (ICML 2019).☆405Nov 6, 2022Updated 3 years ago
- [TKDE 2021] Source code and datasets for the paper "Personalizing Graph Neural Networks with Attention Mechanism for Session-based Recomm…☆84Apr 24, 2024Updated last year
- Code for our paper: "Regularity Normalization: Neuroscience-Inspired Unsupervised Attention across Neural Network Layers".☆20Dec 28, 2021Updated 4 years ago
- Source code for PairNorm (ICLR 2020)☆79Mar 26, 2020Updated 5 years ago
- Codes for NIPS 2019 Paper: Rethinking Kernel Methods for Node Representation Learning on Graphs☆34Feb 20, 2020Updated 6 years ago
- ☆22Oct 14, 2022Updated 3 years ago
- Spectral Graph Attention Network with Fast Eigen-approximation☆12Dec 24, 2021Updated 4 years ago
- [KDD 2022] Implementation of "Feature Overcorrelation in Deep Graph Neural Networks: A New Perspective"☆45Jan 6, 2024Updated 2 years ago
- PPNP & APPNP models from "Predict then Propagate: Graph Neural Networks meet Personalized PageRank" (ICLR 2019)☆322Dec 9, 2024Updated last year
- Papers about developing DL methods on disassortative graphs☆48Jul 1, 2022Updated 3 years ago
- Boost learning for GNNs from the graph structure under challenging heterophily settings. (NeurIPS'20)☆107Jun 18, 2025Updated 8 months ago
- PyTorch implementation of DGCNN☆397Sep 13, 2023Updated 2 years ago
- ☆137Jun 16, 2020Updated 5 years ago
- Distributed Feedback-Looped Networks☆10Jan 15, 2020Updated 6 years ago
- ☆11Mar 20, 2023Updated 2 years ago
- Ongoing project: a library for graph foundation model☆13Feb 7, 2024Updated 2 years ago
- ☆13Nov 11, 2023Updated 2 years ago
- Optimization and Generalization Analysis of Transduction through Gradient Boosting and Application to Multi-scale Graph Neural Networks☆13Jun 16, 2020Updated 5 years ago