Frank-qlu / GNN_latest_papersLinks
The latest research papers on graph representation learning[图神经网络最新论文汇总,持续更新中,欢迎关注]
☆11Updated 9 months ago
Alternatives and similar repositories for GNN_latest_papers
Users that are interested in GNN_latest_papers are comparing it to the libraries listed below
Sorting:
- Some GNNs are implemented using PyG for node classification tasks, including: GCN, GraphSAGE, SGC, GAT, R-GCN and HAN (Heterogeneous Grap…☆140Updated 2 years ago
 - 图神经网络(图卷积网络) 个人学习总结☆125Updated 2 years ago
 - Graph Neural Network, Self-Supervised Learning, Contrastive Learning, RecSys, Transformer Papers Reading Notes.☆38Updated 2 years ago
 - Advances on machine learning of graphs, covering the reading list of recent top academic conferences.☆220Updated last month
 - PyTorch示例代码;复现GNN模型☆137Updated 3 years ago
 - A Survey of Learning from Graphs with Heterophily☆151Updated 8 months ago
 - This repository mainly lists some the latest research on graph neural network theory.☆101Updated 2 years ago
 - ☆80Updated 11 months ago
 - A list of recent papers about Link Prediction.☆110Updated this week
 - PyG implementation of GCN (Semi-Supervised Classification with Graph Convolutional Networks, ICLR 2017).Datasets: CiteSeer, Cora, PubMed,…☆69Updated 2 years ago
 - ☆119Updated 2 years ago
 - This repository contains the resources on graph neural network (GNN) considering heterophily.☆263Updated 10 months ago
 - A Unified Library for Deep Graph Clustering☆117Updated 3 weeks ago
 - Awesome literature on imbalanced learning on graphs☆75Updated last year
 - A curated list of Hypergraph Learning, Hypergraph Theory, Hypergraph Dataset and Hypergraph Tool.☆300Updated 9 months ago
 - Graph Neural Networks for Tabular Data Learning (GNN4TDL)☆106Updated 3 months ago
 - Kolmogorov Arnold Networks (KANs) for Graph Neural Networks (GNNs) and Tasks on Graphs☆63Updated last year
 - A Collection for HGNN (Heterogenous Graph Neural Network), including datasets, algorithms and so on.☆59Updated last year
 - Advances on machine learning of dynamic (temporal) graphs, covering the reading list of recent top academic conferences.☆62Updated 2 years ago
 - A multi-backend graph learning library.☆241Updated 3 months ago
 - 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。☆105Updated 6 months ago
 - ☆241Updated last year
 - Graph based Knowledge Distillation: A Survey☆68Updated 2 years ago
 - Code & data for AAAI'23 Oral paper "Heterogeneous Graph Masked Autoencoders".☆64Updated 2 years ago
 - A collection of resources on attention-based graph neural networks☆83Updated last year
 - Hypergraph convolution and attention networks research☆14Updated last year
 - The official implementation of the DGA-GNN algorithm.☆27Updated last year
 - A collection of papers for graph anomaly detection, and published algorithms and datasets.☆129Updated last year
 - ☆14Updated 4 years ago
 - Official implementation of our paper "Contrastive Deep Nonnegative Matrix Factorization for Community Detection" (ICASSP 2024)☆39Updated 5 months ago