gongchenghua / Papers-Graphs-with-HeterophilyLinks
A Survey of Learning from Graphs with Heterophily
☆144Updated 4 months ago
Alternatives and similar repositories for Papers-Graphs-with-Heterophily
Users that are interested in Papers-Graphs-with-Heterophily are comparing it to the libraries listed below
Sorting:
- This repository contains the resources on graph neural network (GNN) considering heterophily.☆262Updated 7 months ago
- NeurIPS 2022, Revisiting Heterophily For Graph Neural Networks, official PyTorch implementation for Adaptive Channel Mixing (ACM) GNN fra…☆84Updated 7 months ago
- Advances on machine learning of graphs, covering the reading list of recent top academic conferences.☆200Updated 3 weeks ago
- ☆178Updated last year
- [Neurips 2024] Disentangled Graph Homophily☆26Updated 5 months ago
- "GADBench: Revisiting and Benchmarking Supervised Graph Anomaly Detection" in NeurIPS 2023☆128Updated last year
- A repository contains a collection of resources and papers on Imbalance Learning On Graphs☆91Updated last month
- A Critical Look at the Evaluation of GNNs under Heterophily: Are We Really Making Progress?☆119Updated 2 years ago
- A collection of papers on Graph Structural Learning (GSL)☆55Updated last year
- ☆115Updated last year
- A fundational graph learning framework that solves cross-domain/cross-task classification problems using one model.☆225Updated last year
- ☆80Updated 8 months ago
- ☆19Updated 6 months ago
- A Library for Dynamic Graph Learning (NeurIPS 2023)☆253Updated last year
- ☆33Updated 7 months ago
- Awesome Temporal Graph Learning is a collection of SOTA, novel temporal graph learning methods (papers, codes, and datasets).☆73Updated last month
- ☆49Updated 2 years ago
- ☆45Updated 7 months ago
- Code & data for AAAI'23 Oral paper "Heterogeneous Graph Masked Autoencoders".☆62Updated 2 years ago
- Papers about Graph Contrastive Learning and Graph Self-supervised Learning on Graphs with Heterophily☆37Updated last year
- Must-read papers on graph foundation models (GFMs)☆326Updated 3 weeks ago
- ☆18Updated last year
- A curated list of papers on graph structure learning (GSL).☆49Updated 6 months ago
- [WWW'22] Towards Unsupervised Deep Graph Structure Learning☆142Updated 2 years ago
- The official implementation of the paper "Ordered GNN: Ordering Message Passing to Deal with Heterophily and Over-smoothing" (ICLR 2023).☆45Updated last year
- An official source code for paper "Graph Anomaly Detection via Multi-Scale Contrastive Learning Networks with Augmented View", accepted b…☆59Updated last year
- NAGphormer: A Tokenized Graph Transformer for Node Classification in Large Graphs☆127Updated last year
- ☆33Updated 2 years ago
- Source code for NeurIPS 2022 paper "Uncovering the Structural Fairness in Graph Contrastive Learning"☆29Updated 2 years ago
- Awesome literature on imbalanced learning on graphs☆75Updated 10 months ago