graph-foundation-model

There are 3 repositories under graph-foundation-model topic.

THUMNLab / awesome-large-graph-model
Papers about large graph models.
awesome-list graph-neural-networks large-language-models graph-foundation-model
278
HaitaoMao / Awesome_Graph_Foundation_Models
Accompanied repositories for our paper Graph foundation model
graph-foundation-model
197
ZhuYun97 / GraphCLIP
Official implementation of GraphCLIP: Enhancing Transferability in Graph Foundation Models for Text-Attributed Graphs
foundation-models gnn graph graph-foundation-model llm
Language:Python 42
Zehong-Wang / GFT
GFT: Graph Foundation Model with Transferable Tree Vocabulary, NeurIPS 2024.
deep-learning foundation-models graph graph-foundation-model graph-neural-networks graphs machine-learning
Language:Python 41
Zhuofeng-Li / TEG-Benchmark
[NeurIPS 2024 🔥] TEG-DB: A Comprehensive Dataset and Benchmark of Textual-Edge Graphs
ai datasets graph-foundation-model graph-machine-learning graph-neural-network large-language-model teg
Language:Python 38
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.
graph graph-foundation-model graph-neural-networks graph-representation-learning molecular-graph-learning molecular-property-prediction graph-information-bottleneck pretrained-graph-model self-supervised-graph-learning
Language:Python 13
Lintianqianjin / LangGFM
A Large Language Model Alone Can be a Powerful Graph Foundation Model
graph-foundation-model large-language-model graph-machine-learning foundation-models benchmarking deep-learning instruction-tuning
Language:Python 1