sangyx / gtrick
Bag of Tricks for Graph Neural Networks.
☆292Updated 8 months ago
Alternatives and similar repositories for gtrick:
Users that are interested in gtrick are comparing it to the libraries listed below
- Revisiting, benchmarking, and refining Heterogeneous Graph Neural Networks.☆316Updated last year
- A curated list for awesome self-supervised learning for graphs.☆382Updated 2 years ago
- [GRL+ @ ICML 2020] PyTorch implementation for "Deep Graph Contrastive Representation Learning" (https://arxiv.org/abs/2006.04131v2)☆325Updated 11 months ago
- AAAI'21: Data Augmentation for Graph Neural Networks☆189Updated 11 months ago
- Papers about developing deep Graph Neural Networks (GNNs)☆302Updated 2 years ago
- ☆135Updated last year
- GCC: Graph Contrastive Coding for Graph Neural Network Pre-Training @ KDD 2020☆326Updated last year
- [NeurIPS 2020] "Graph Contrastive Learning with Augmentations" by Yuning You, Tianlong Chen, Yongduo Sui, Ting Chen, Zhangyang Wang, Yang…☆584Updated 8 months ago
- The official implementation of NeurIPS22 spotlight paper "NodeFormer: A Scalable Graph Structure Learning Transformer for Node Classifica…☆302Updated last year
- This is a Pytorch implementation of paper: DropEdge: Towards Deep Graph Convolutional Networks on Node Classification☆471Updated 2 years ago
- Source code and dataset of the NeurIPS 2020 paper "Graph Random Neural Network for Semi-Supervised Learning on Graphs"☆210Updated last year
- Schedule for learning on graphs seminar☆109Updated last year
- ☆110Updated last year
- Official Pytorch code for Structure-Aware Transformer.☆256Updated 2 years ago
- [WWW 2021] Source code for "Graph Contrastive Learning with Adaptive Augmentation"☆170Updated 11 months ago
- A curated list of graph data augmentation papers.☆305Updated 11 months ago
- ☆263Updated 2 years ago
- The source code of HeCo☆161Updated 2 years ago
- Papers about out-of-distribution generalization on graphs.☆166Updated last year
- ☆311Updated 8 months ago
- Metapath Aggregated Graph Neural Network for Heterogeneous Graph Embedding☆408Updated 4 years ago
- Archive of Temporal Knowledge Reasoning in Social Network and Knowledge Graph☆439Updated last year
- This repository contains the resources on graph neural network (GNN) considering heterophily.☆247Updated 3 months ago
- Subgraph Neural Networks (NeurIPS 2020)☆193Updated 4 years ago
- PyGCL: A PyTorch Library for Graph Contrastive Learning☆931Updated 8 months ago
- DHGNN source code for IJCAI19 paper: "Dynamic Hypergraph Neural Networks"☆248Updated 2 years ago
- PyTorch implementation of "Simple and Deep Graph Convolutional Networks"☆346Updated 4 years ago
- ☆131Updated last year
- Code & data accompanying the NeurIPS 2020 paper "Iterative Deep Graph Learning for Graph Neural Networks: Better and Robust Node Embeddin…☆226Updated last year
- GraphPrompt: Unifying Pre-Training and Downstream Tasks for Graph Neural Networks☆152Updated 5 months ago