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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