XiaShan1227 / GNN-Tutorial
B站GNN教程资料
☆79Updated 2 weeks ago
Related projects: ⓘ
- This repository mainly lists some the latest research on graph neural network theory.☆89Updated last year
- ☆182Updated last month
- PyG implementation of GCN (Semi-Supervised Classification with Graph Convolutional Networks, ICLR 2017).Datasets: CiteSeer, Cora, PubMed,…☆62Updated last year
- Some GNNs are implemented using PyG for node classification tasks, including: GCN, GraphSAGE, SGC, GAT, R-GCN and HAN (Heterogeneous Grap…☆118Updated last year
- 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。☆89Updated 6 months ago
- PyTorch示例代码;复现GNN模型☆111Updated 2 years ago
- Graph model implementation☆133Updated 2 years ago
- cs224w(图机器学习)2021冬季课程的colab☆225Updated 3 years ago
- Some GNNs are implemented using PyG for link prediction tasks, including: GCN, GraphSAGE, GAT, Node2Vec、RGCN、HGT and HAN, which will cont…☆41Updated last year
- ☆72Updated 8 months ago
- PyTorch implementation of Deep Attention Embedding Graph Clustering (19IJCAI) https://www.ijcai.org/Proceedings/2019/0509.pdf☆105Updated 3 years ago
- This is a repository used to preserve codes about GNNs.☆25Updated 2 years ago
- PyTorch Implementation for "Deep Anomaly Detection on Attributed Networks" (SDM2019)☆70Updated 3 years ago
- Graph Neural Network, Self-Supervised Learning, Contrastive Learning, RecSys, Transformer Papers Reading Notes.☆36Updated 11 months ago
- A collection of papers for graph anomaly detection, and published algorithms and datasets.☆106Updated 8 months ago
- Advances on machine learning of graphs, covering the reading list of recent top academic conferences.☆153Updated 4 months ago
- An official source code for paper "Graph Anomaly Detection via Multi-Scale Contrastive Learning Networks with Augmented View", accepted b…☆48Updated 9 months ago
- gnn for link prediction,图神经网络用于链接预测。☆38Updated 2 years ago
- A multi-backend graph learning library.☆212Updated last month
- A Survey of Learning from Graphs with Heterophily☆69Updated last month
- This project is a scalable unified framework for deep graph clustering.☆89Updated last month
- 图神经网络(图卷积网络) 个人学习总结☆102Updated last year
- This repository contains the resources on graph neural network (GNN) considering heterophily.☆215Updated last month
- ☆15Updated 2 years ago
- GNN方法和模型的Pytorch实现。Pytorch implementation of GNN.☆73Updated 3 years ago
- Tutorial about Graph Convolutional Network(GCN)☆88Updated 3 years ago
- "GADBench: Revisiting and Benchmarking Supervised Graph Anomaly Detection" in NeurIPS 2023☆87Updated 2 months ago
- a pytorch implementation of Exploiting Edge Features in Graph Neural Networks.☆38Updated last year
- Schedule for learning on graphs seminar☆110Updated last year
- ☆11Updated 2 years ago