A curated list of awesome graph structure learning approaches
☆38Nov 24, 2024Updated last year
Alternatives and similar repositories for Awesome-Graph-Structure-Learning
Users that are interested in Awesome-Graph-Structure-Learning are comparing it to the libraries listed below
Sorting:
- A comprehensive benchmark of Graph Structure Learning (NeurIPS 2023 Datasets and Benchmarks Track)☆125Feb 29, 2024Updated 2 years ago
- [SIGKDD 2024] Rethinking Fair Graph Neural Networks from Re-balancing☆10Jul 15, 2024Updated last year
- PyTorch implementation of GraphGLOW: Universal and Generalizable Structure Learning for Graph Neural Networks☆36Jun 28, 2023Updated 2 years ago
- A collection of papers and resources about Data-centric Graph Machine Learning (DC-GML).☆46Nov 1, 2023Updated 2 years ago
- The official implement of SIGKDD'24 paper: ZeroG: Investigating Cross-dataset Zero-shot Transferability in Graphs☆36Aug 8, 2024Updated last year
- The code Implementation of the paper “Universal Prompt Tuning for Graph Neural Networks”.☆25Oct 16, 2023Updated 2 years ago
- Code for TNNLS paper "Homophily-Enhanced Self-supervision for Graph Structure Learning: Insights and Directions"☆15Feb 27, 2024Updated 2 years ago
- [ICML'24] BAT: 🚀 Boost Class-imbalanced Node Classification with <10 lines of Code | 从拓扑视角出发10行代码改善类别不平衡节点分类☆27Nov 27, 2024Updated last year
- A collection of papers on Graph Structural Learning (GSL)☆57Jan 8, 2024Updated 2 years ago
- [arXiv 2025] Materials Generation in the Era of Artificial Intelligence: A Comprehensive Survey☆44Nov 6, 2025Updated 3 months ago
- A Comprehensive Benchmark of Imbalanced Graph Learning (Accepted by ICLR 2025 Spotlight)☆11Apr 17, 2025Updated 10 months ago
- This is the official repository for NeurIPS 2023 paper "Curriculum Learning for Graph Neural Networks: Which Edges Should We Learn First"☆17Oct 27, 2023Updated 2 years ago
- Graph revised convolutional network (ECML-PKDD 2020)☆16Oct 14, 2020Updated 5 years ago
- code for progressive gsl☆12Jan 15, 2026Updated last month
- Superpixel-Guided Self-Supervised Learning Network for Multitemporal Image Change Detection☆11Jul 11, 2024Updated last year
- Code of the all the data augmentation [ Based on our survey, that will soon be published ]☆10Jul 5, 2023Updated 2 years ago
- Official Code: TheWebConf 2022 Compact Graph Structure Learning via Mutual Information Compression☆24Mar 17, 2024Updated last year
- Qualifying Exam Preparing☆16May 7, 2025Updated 9 months ago
- Source code for the paper 'Uncovering Neural Scaling Laws in Molecular Representation Learning' (NeurIPS 2023 Datasets and Benchmarks).☆14Dec 2, 2023Updated 2 years ago
- The code for "SE-GSL: A General and Effective Graph Structure Learning Framework through Structural Entropy Optimization"☆13Mar 10, 2023Updated 2 years ago
- UGRoadUpd: An unchanged-guided road updating framework based on remotely sensed imagery☆12Mar 15, 2023Updated 2 years ago
- The implementation of “Fine-tuning Graph Neural Networks by Preserving Graph Generative Patterns”☆18Jun 18, 2024Updated last year
- A curated list of papers on pre-training for graph neural networks (Pre-train4GNN).☆213Dec 31, 2024Updated last year
- Code for AAAI'24 paper "Rethinking Graph Masked Autoencoders through Alignment and Uniformity”.☆14Jun 14, 2024Updated last year
- [AAAI24] Learning Invariant Inter-pixel Correlations for Superpixel Generation☆14Mar 27, 2024Updated last year
- Implementation for "Change Event Dataset for Discovery from Spatio-temporal Remote Sensing Imagery"☆17Aug 9, 2022Updated 3 years ago
- ☆34Aug 23, 2024Updated last year
- ☆15Dec 28, 2023Updated 2 years ago
- A curated list of papers on graph transfer learning (GTL).☆18Oct 23, 2023Updated 2 years ago
- ☆19Feb 28, 2023Updated 3 years ago
- A Survey of Learning from Graphs with Heterophily☆157Feb 28, 2025Updated last year
- Benchmark☆113Apr 9, 2024Updated last year
- ☆37Jul 2, 2022Updated 3 years ago
- A curated list of papers and code related to class-imbalanced learning on graphs (CILG).☆44Jan 18, 2025Updated last year
- Code for Spectrum-driven Mixed-frequency Network for Hyperspectral Salient Object Detection, TMM 2023☆16Jun 6, 2024Updated last year
- Code for TGRS paper "UCDFormer: Unsupervised Change Detection Using a Transformer-driven Image Translation"☆20Nov 14, 2023Updated 2 years ago
- Awesome literature on imbalanced learning on graphs☆74Sep 11, 2024Updated last year
- Accompanied repositories for our paper Graph foundation model☆232Nov 11, 2024Updated last year
- Papers about large graph models.☆289Mar 24, 2024Updated last year