CurryTang / TSGFM
NIPS 24: Text-space Graph Foundation Models: Comprehensive Benchmarks and New Insights
☆42Updated 3 months ago
Alternatives and similar repositories for TSGFM:
Users that are interested in TSGFM are comparing it to the libraries listed below
- Official implementation of 'All in One and One for All: A Simple yet Effective Method towards Cross-domain Graph Pretraining' published i …☆32Updated 5 months ago
- The official implement of SIGKDD'24 paper: ZeroG: Investigating Cross-dataset Zero-shot Transferability in Graphs☆28Updated 7 months ago
- Papers about Graph Contrastive Learning and Graph Self-supervised Learning on Graphs with Heterophily☆36Updated last year
- An atlas of text-attributed graph datasets in the era of large graph and language model.☆51Updated 3 months ago
- The official implement of NeurIPS'24 Datasets and Benchmarks Track paper: GLBench: A Comprehensive Benchmark for Graphs with Large Langua…☆55Updated 5 months ago
- GRENADE: Graph-Centric Language Model for Self-Supervised Representation Learning on Text-Attributed Graphs☆14Updated 2 months ago
- Benchmark☆95Updated 11 months ago
- The code Implementation of the paper “Universal Prompt Tuning for Graph Neural Networks”.☆22Updated last year
- ☆20Updated last year
- ☆90Updated last year
- Comprehensive Benchmark Dataset for Dynamic Text-Attributed Graphs☆30Updated 4 months ago
- The code Implementation of the paper “Universal Prompt Tuning for Graph Neural Networks”.☆28Updated last year
- A collection of papers on Graph Structural Learning (GSL)☆54Updated last year
- Label-free Node Classification on Graphs with Large Language Models (LLMS)☆74Updated last year
- A Critical Look at the Evaluation of GNNs under Heterophily: Are We Really Making Progress?☆113Updated 2 years ago
- GraphACL: Simple and Asymmetric Graph Contrastive Learning (NeurIPS 2023)☆31Updated 9 months ago
- ☆54Updated 6 months ago
- GFT: Graph Foundation Model with Transferable Tree Vocabulary, NeurIPS 2024.☆40Updated 3 weeks ago
- ☆24Updated 7 months ago
- [AAAI'23] Beyond Smoothing: Unsupervised Graph Representation Learning with Edge Heterophily Discriminating☆52Updated 2 years ago
- Resource for "A Survey on Self-Supervised Graph Foundation Models: Knowledge-Based Perspective"☆26Updated last month
- ☆22Updated 6 months ago
- ICML 2022, Finding Global Homophily in Graph Neural Networks When Meeting Heterophily☆43Updated 2 years ago
- Official Code: TheWebConf 2022 Compact Graph Structure Learning via Mutual Information Compression☆24Updated last year
- [ICML 2023] Structural Re-weighting Improves Graph Domain Adaptation (StruRW)☆21Updated last year
- Open Source Code for GAugLLM: Improving Graph Contrastive Learning for Text-Attributed Graphs with Large Language Models (KDD'24)☆25Updated 8 months ago
- Ratioanle-aware Graph Contrastive Learning codebase☆40Updated last year
- ☆42Updated 7 months ago
- Official Repo of SimTeG☆41Updated last year
- A generative one-for-all model for joint graph language modeling☆27Updated last month