gkm0120 / Graph-Neural-Network-Papers
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。
☆90Updated 8 months ago
Related projects ⓘ
Alternatives and complementary repositories for Graph-Neural-Network-Papers
- Graph model implementation☆137Updated 2 years ago
- 图神经网络(图卷积网络) 个人学习总结☆105Updated last year
- Some GNNs are implemented using PyG for node classification tasks, including: GCN, GraphSAGE, SGC, GAT, R-GCN and HAN (Heterogeneous Grap…☆127Updated last year
- This repository mainly lists some the latest research on graph neural network theory.☆93Updated last year
- pytorch实现GCN代码的中文注释☆36Updated 4 years ago
- 主要针对图神经网络论文收集整理☆35Updated 4 years ago
- PyG implementation of GCN (Semi-Supervised Classification with Graph Convolutional Networks, ICLR 2017).Datasets: CiteSeer, Cora, PubMed,…☆63Updated last year
- ☆205Updated last month
- Graph Neural Network, Self-Supervised Learning, Contrastive Learning, RecSys, Transformer Papers Reading Notes.☆36Updated last year
- gnn for link prediction,图神经网络用于链接预测。☆38Updated 2 years ago
- 异构图神经网络HAN。Heterogeneous Graph Attention Network (HAN) with pytorch☆103Updated last year
- PyTorch implementation of Deep Attention Embedding Graph Clustering (19IJCAI) https://www.ijcai.org/Proceedings/2019/0509.pdf☆108Updated 3 years ago
- A Collection for HGNN (Heterogenous Graph Neural Network), including datasets, algorithms and so on.☆47Updated 6 months ago
- B站GNN教程资料☆100Updated 2 months ago
- PyTorch示例代码;复现GNN模型☆117Updated 2 years ago
- This is a repository used to preserve codes about GNNs.☆26Updated 2 years ago
- gnn还附带一个kgcn☆105Updated 2 years ago
- Pytorch implementation of DySAT: Deep Neural Representation Learning on Dynamic Graphs via Self-Attention Networks☆81Updated 2 years ago
- Tutorial about Graph Convolutional Network(GCN)☆90Updated 3 years ago
- 图神经网络(GNN)学习笔记☆65Updated 3 years ago
- ☆76Updated last week
- GNN方法和模型的Pytorch实现。Pytorch implementation of GNN.☆77Updated 3 years ago
- [WWW 2021] Source code for "Graph Contrastive Learning with Adaptive Augmentation"☆163Updated 6 months ago
- [WWW'22] Towards Unsupervised Deep Graph Structure Learning☆129Updated last year
- Some GNNs are implemented using PyG for link prediction tasks, including: GCN, GraphSAGE, GAT, Node2Vec、RGCN、HGT and HAN, which will cont…☆48Updated last year
- IJCAI‘23 Survey Track: Papers on Graph Pooling (GNN-Pooling)☆113Updated last year
- Code for AAAI-2024 paper: Graph Contrastive Invariant Learning from the Causal Perspective☆23Updated 8 months ago
- ☆99Updated last year
- Graph based Knowledge Distillation: A Survey☆59Updated last year
- Reimplementation of Graph Embedding methods by Pytorch.☆167Updated 2 years ago