Louise-LuLin / GCL-SPANLinks
Code for the paper "Spectrum Guided Topology Augmentation for Graph Contrastive Learning"
☆11Updated 2 years ago
Alternatives and similar repositories for GCL-SPAN
Users that are interested in GCL-SPAN are comparing it to the libraries listed below
Sorting:
- Comprehensive Benchmark Dataset for Dynamic Text-Attributed Graphs☆37Updated 9 months ago
- NIPS 24: Text-space Graph Foundation Models: Comprehensive Benchmarks and New Insights☆45Updated 7 months ago
- The Open Source Code For ICML 2023 Paper "Finding the Missing-half: Graph Complementary Learning for Homophily-prone and Heterophily-pron…☆15Updated 2 years ago
- PyTorch Implementation for "Eliciting Structural and Semantic Global Knowledge in Unsupervised Graph Contrastive Learning" (AAAI2023)☆25Updated 5 months ago
- Papers about Graph Contrastive Learning and Graph Self-supervised Learning on Graphs with Heterophily☆37Updated last year
- Official Code: TheWebConf 2022 Compact Graph Structure Learning via Mutual Information Compression☆24Updated last year
- Official implementation of 'All in One and One for All: A Simple yet Effective Method towards Cross-domain Graph Pretraining' published i…☆40Updated 9 months ago
- Benchmark☆102Updated last year
- ☆129Updated 4 months ago
- The code Implementation of the paper “Universal Prompt Tuning for Graph Neural Networks”.☆23Updated last year
- ☆13Updated last year
- ☆19Updated 6 months ago
- ☆95Updated 2 years ago
- ☆25Updated last year
- code for kdd feasibiiity☆12Updated 2 years ago
- ☆20Updated last year
- Open Source Code for GAugLLM: Improving Graph Contrastive Learning for Text-Attributed Graphs with Large Language Models (KDD'24)☆26Updated last year
- ICML 2022, Finding Global Homophily in Graph Neural Networks When Meeting Heterophily☆43Updated 3 years ago
- Label-free Node Classification on Graphs with Large Language Models (LLMS)☆83Updated last year
- ☆47Updated 11 months ago
- Ratioanle-aware Graph Contrastive Learning codebase☆44Updated 2 years ago
- Official repository for NeurIPS'23 paper: GraphPatcher: Mitigating Degree Bias for Graph Neural Networks via Test-time Augmentation☆16Updated last year
- [NeurIPS'24] ARC: A Generalist Graph Anomaly Detector with In-Context Learning☆25Updated 8 months ago
- GraphACL: Simple and Asymmetric Graph Contrastive Learning (NeurIPS 2023)☆31Updated last year
- Augmenting Low-Resource Text Classification with Graph-Grounded Pre-training and Prompting. SIGIR-2023☆32Updated 6 months ago
- Official Implementation of ICLR 2024 paper "Harnessing Explanations: LLM-to-LM Interpreter for Enhanced Text-Attributed Graph Representat…☆236Updated 3 months ago
- ☆34Updated 8 months ago
- ☆60Updated 2 years ago
- An atlas of text-attributed graph datasets in the era of large graph and language model.☆57Updated 7 months ago
- UniGraph: Learning a Unified Cross-Domain Foundation Model for Text-Attributed Graphs (KDD'25)☆13Updated 2 months ago