GitHub topics: graph-foundation-model
THUMNLab/awesome-large-graph-model
Papers about large graph models.
Size: 102 KB - Last synced at: 5 days ago - Pushed at: over 1 year ago - Stars: 278 - Forks: 17

mala-lab/AnomalyGFM
Official PyTorch implementation of KDD2025 paper "AnomalyGFM: Graph Foundation Model for Zero/Few-shot Anomaly Detection"
Language: Python - Size: 162 MB - Last synced at: 10 days ago - Pushed at: 10 days ago - Stars: 21 - Forks: 1

Zehong-Wang/Awesome-Foundation-Models-on-Graphs
A collection of graph foundation models including papers, codes, and datasets.
Size: 3.68 MB - Last synced at: 17 days ago - Pushed at: 17 days ago - Stars: 68 - Forks: 6

Zehong-Wang/GFT
GFT: Graph Foundation Model with Transferable Tree Vocabulary, NeurIPS 2024.
Language: Python - Size: 66.3 MB - Last synced at: about 1 month ago - Pushed at: 2 months ago - Stars: 46 - Forks: 10

Newiz430/Pretext
Resource for "A Survey on Self-Supervised Graph Foundation Models: Knowledge-Based Perspective"
Size: 1.01 MB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 28 - Forks: 5

Jeffrey-Sardina/TWIG-I
Cross-graph transfer learning for link prediction based on Structural Alignment
Language: Python - Size: 11.5 MB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 3 - Forks: 1

NSLab-CUK/S-CGIB
Subgraph-conditioned Graph Information Bottleneck (S-CGIB) is a novel architecture for pre-training Graph Neural Networks in molecular property prediction and developed by NS Lab, CUK based on pure PyTorch backend.
Language: Python - Size: 4.17 MB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 6 - Forks: 2

Lintianqianjin/LangGFM
A Large Language Model Alone Can be a Powerful Graph Foundation Model
Language: Python - Size: 74.1 MB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 7 - Forks: 0

Zhuofeng-Li/TEG-Benchmark
[NeurIPS 2024 🔥] TEG-DB: A Comprehensive Dataset and Benchmark of Textual-Edge Graphs
Language: Python - Size: 1010 KB - Last synced at: 6 months ago - Pushed at: 6 months ago - Stars: 30 - Forks: 2

ZhuYun97/GraphCLIP
Official implementation of GraphCLIP: Enhancing Transferability in Graph Foundation Models for Text-Attributed Graphs
Language: Python - Size: 60.1 MB - Last synced at: 7 months ago - Pushed at: 7 months ago - Stars: 27 - Forks: 2

CurryTang/Awesome_Graph_Foundation_Models
Accompanied repositories for our paper Graph foundation model
Size: 203 KB - Last synced at: 11 months ago - Pushed at: 11 months ago - Stars: 118 - Forks: 10
