thu-ml / stochastic_gcnView external linksLinks
Stochastic training of graph convolutional networks
☆84Sep 20, 2022Updated 3 years ago
Alternatives and similar repositories for stochastic_gcn
Users that are interested in stochastic_gcn are comparing it to the libraries listed below
Sorting:
- The sample codes for our ICLR18 paper "FastGCN: Fast Learning with Graph Convolutional Networks via Importance Sampling""☆528Mar 25, 2021Updated 4 years ago
- NODE-SELECT: A Graph Neural Network Based On A Selective Propagation Technique☆21May 4, 2022Updated 3 years ago
- ☆137Jun 16, 2020Updated 5 years ago
- [not maintained anymore] [for study purpose] A simple PyTorch implementation for "Global Vectors for Word Representation".☆17Nov 7, 2019Updated 6 years ago
- A PyTorch implementation of "Cluster-GCN: An Efficient Algorithm for Training Deep and Large Graph Convolutional Networks" (KDD 2019).☆808Nov 6, 2022Updated 3 years ago
- Adversarial Attack on Graph Structured Data (https://arxiv.org/abs/1806.02371)☆129Jul 16, 2022Updated 3 years ago
- ☆21Nov 9, 2021Updated 4 years ago
- Adaptive Propagation Graph Convolutional Network☆24Sep 28, 2020Updated 5 years ago
- AISTATS 2019: Confidence-based Graph Convolutional Networks for Semi-Supervised Learning☆59May 22, 2019Updated 6 years ago
- A comprehensive collection of GNN works in NeurIPS 2019.☆21Dec 6, 2019Updated 6 years ago
- tensorflow-as-gcn☆89Oct 19, 2019Updated 6 years ago
- Official PyTorch implementation of "Towards Deeper Graph Neural Networks" [KDD2020]☆156Oct 11, 2022Updated 3 years ago
- ☆22Jul 4, 2019Updated 6 years ago
- An implementation of "MixHop: Higher-Order Graph Convolutional Architectures via Sparsified Neighborhood Mixing" (ICML 2019).☆404Nov 6, 2022Updated 3 years ago
- Official code for the LoG2022 paper -- MSGNN: A Spectral Graph Neural Network Based on a Novel Magnetic Signed Laplacian.☆13Feb 8, 2025Updated last year
- Deep Graph Infomax (https://arxiv.org/abs/1809.10341)☆662Nov 1, 2022Updated 3 years ago
- The Implementation of "Deep Recursive Network Embedding with Regular Equivalence"(KDD 2018)☆26May 21, 2019Updated 6 years ago
- Heterogeneous Network Embedding: Survey, Benchmark, Evaluation, and Beyond☆259Dec 17, 2020Updated 5 years ago
- PPRGo model in PyTorch, as proposed in "Scaling Graph Neural Networks with Approximate PageRank" (KDD 2020)☆127Apr 5, 2022Updated 3 years ago
- This directory contains code necessary to run the GraphNAS algorithm.☆182Jul 6, 2023Updated 2 years ago
- Arrow Matrix Decomposition - Communication-Efficient Distributed Sparse Matrix Multiplication☆15Mar 25, 2024Updated last year
- Deep Program Structure Modeling ThroughMulti-Relational Graph-based Learning☆10May 24, 2021Updated 4 years ago
- ☆11Apr 5, 2022Updated 3 years ago
- ☆11Jan 7, 2019Updated 7 years ago
- NeuraChip Accelerator Simulator☆15Apr 26, 2024Updated last year
- Column Networks for Collective Classification: A novel deep learning model for collective classification in multi-relational domains☆12Nov 22, 2016Updated 9 years ago
- Source code for GIFT (CIKM 22)☆12Oct 23, 2022Updated 3 years ago
- Source code for AAAI 2019 paper "Hyperbolic Heterogeneous Information Network Embedding"☆25Sep 24, 2021Updated 4 years ago
- Source Code for IJCAI 2018 paper "Scalable Multiplex Network Embedding"☆76Jun 18, 2020Updated 5 years ago
- [ICLR 2020; IPDPS 2019] Fast and accurate minibatch training for deep GNNs and large graphs (GraphSAINT: Graph Sampling Based Inductive L…☆506Aug 12, 2022Updated 3 years ago
- ☆26Sep 27, 2023Updated 2 years ago
- [ICML 2020] "When Does Self-Supervision Help Graph Convolutional Networks?" by Yuning You, Tianlong Chen, Zhangyang Wang, Yang Shen☆112Jun 10, 2021Updated 4 years ago
- PyTorch implementation of "Simple and Deep Graph Convolutional Networks"☆358Jul 9, 2020Updated 5 years ago
- ☆10Nov 21, 2022Updated 3 years ago
- Code for NeurIPS'19 "Layer-Dependent Importance Sampling for Training Deep and Large Graph Convolutional Networks"☆76Feb 2, 2023Updated 3 years ago
- Large-Scale Heterogeneous Feature Embedding☆15Mar 21, 2022Updated 3 years ago
- [CVPR 2020] L2-GCN: Layer-Wise and Learned Efficient Training of Graph Convolutional Networks☆31Dec 30, 2021Updated 4 years ago
- Pytorch implementation for pixel-wise scene text segmentation based on DeepLabV3+☆14Oct 30, 2019Updated 6 years ago
- Code for Predictive Network Representation Learning (SIGIR 2017)☆11Apr 24, 2020Updated 5 years ago