Emory-Melody / awesome-graph-reduction
[IJCAI 2024] Papers about graph reduction including graph coarsening, graph condensation, graph sparsification, graph summarization, etc.
☆132Updated this week
Related projects ⓘ
Alternatives and complementary repositories for awesome-graph-reduction
- A collection of papers on Graph Structural Learning (GSL)☆51Updated 10 months ago
- A Critical Look at the Evaluation of GNNs under Heterophily: Are We Really Making Progress?☆99Updated last year
- ☆28Updated last week
- Open-source Library PyGDebias: Graph Datasets and Fairness-Aware Graph Mining Algorithms☆61Updated 6 months ago
- A curated list of papers on graph structure learning (GSL).☆39Updated 4 months ago
- NeurIPS 2022, Revisiting Heterophily For Graph Neural Networks, official PyTorch implementation for Adaptive Channel Mixing (ACM) GNN fra…☆73Updated this week
- The code Implementation of the paper “Universal Prompt Tuning for Graph Neural Networks”.☆26Updated last year
- A repository contains a collection of resources and papers on Imbalance Learning On Graphs☆84Updated 2 months ago
- Benchmark☆79Updated 7 months ago
- PyTorch implementation of "BernNet: Learning Arbitrary Graph Spectral Filters via Bernstein Approximation"☆50Updated last year
- ☆117Updated last year
- Comprehensive Benchmark Dataset for Dynamic Text-Attributed Graphs☆24Updated 2 weeks ago
- Source code for NeurIPS 2022 paper "Uncovering the Structural Fairness in Graph Contrastive Learning"☆26Updated 2 years ago
- [ICLR 2024] VQGraph: Rethinking Graph Representation Space for Bridging GNNs and MLPs☆81Updated 8 months ago
- ICML 2022, Finding Global Homophily in Graph Neural Networks When Meeting Heterophily☆42Updated 2 years ago
- ☆132Updated last year
- Awesome literature on imbalanced learning on graphs☆66Updated 2 months ago
- NAGphormer: A Tokenized Graph Transformer for Node Classification in Large Graphs☆113Updated 8 months ago
- ☆40Updated 3 months ago
- ☆50Updated this week
- Label-free Node Classification on Graphs with Large Language Models (LLMS)☆67Updated 11 months ago
- The official implement of SIGKDD'24 paper: ZeroG: Investigating Cross-dataset Zero-shot Transferability in Graphs☆20Updated 3 months ago
- ☆44Updated last month
- PyTorch implementation of BGRL (https://arxiv.org/abs/2102.06514)☆81Updated last year
- Code for NeurIPS 2022 paper "Rethinking and Scaling Up Graph Contrastive Learning: An Extremely Efficient Approach with Group Discriminat…☆54Updated last year
- [NeurIPS 2021] Large Scale Learning on Non-Homophilous Graphs: New Benchmarks and Strong Simple Methods☆118Updated 2 years ago
- Papers about Graph Contrastive Learning and Graph Self-supervised Learning on Graphs with Heterophily☆33Updated last year
- Accompanied repositories for our paper Graph foundation model☆153Updated last week
- This is the GitHub repository for our ICLR22 paper: "You are AllSet: A Multiset Function Framework for Hypergraph Neural Networks"☆92Updated last year
- Codes for "Two Sides of the Same Coin: Heterophily and Oversmoothing in Graph Convolutional Neural Networks"☆36Updated last year