THUMNLab / awesome-large-graph-model
Papers about large graph models.
☆275Updated 11 months ago
Alternatives and similar repositories for awesome-large-graph-model:
Users that are interested in awesome-large-graph-model are comparing it to the libraries listed below
- Awesome Papers About Performing Prompting On Graphs☆371Updated 2 weeks ago
- A fundational graph learning framework that solves cross-domain/cross-task classification problems using one model.☆202Updated 9 months ago
- ☆167Updated 11 months ago
- [KDD'2024] "LLM4Graph: A Survey of Large Language Models for Graphs"☆287Updated 6 months ago
- A curated list of papers on pre-training for graph neural networks (Pre-train4GNN).☆189Updated 2 months ago
- Accompanied repositories for our paper Graph foundation model☆186Updated 3 months ago
- Must-read papers on graph foundation models (GFMs)☆294Updated 2 months ago
- Exploring the Potential of Large Language Models (LLMs) in Learning on Graphs☆277Updated 3 months ago
- Official Implementation of ICLR 2024 paper "Harnessing Explanations: LLM-to-LM Interpreter for Enhanced Text-Attributed Graph Representat…☆213Updated 9 months ago
- GraphPrompt: Unifying Pre-Training and Downstream Tasks for Graph Neural Networks☆152Updated 4 months ago
- Papers about out-of-distribution generalization on graphs.☆166Updated last year
- A curated collection of research papers exploring the utilization of LLMs for graph-related tasks.☆569Updated last month
- ☆125Updated last year
- Official repository of "Can Language Models Solve Graph Problems in Natural Language?". NeurIPS 2023 (Spotlight)☆120Updated 6 months ago
- GraphTranslator:Aligning Graph Model to Large Language Model for Open-ended Tasks☆97Updated 6 months ago
- This repository contains the resources on graph neural network (GNN) considering heterophily.☆241Updated 2 months ago
- ☆245Updated last year
- ☆57Updated 2 years ago
- Benchmark☆90Updated 10 months ago
- ☆85Updated last year
- Bag of Tricks for Graph Neural Networks.☆291Updated 7 months ago
- A curated list of graph data augmentation papers.☆305Updated 10 months ago
- Schedule for learning on graphs seminar☆110Updated last year
- A Library for Dynamic Graph Learning (NeurIPS 2023)☆218Updated last year
- Revisiting, benchmarking, and refining Heterogeneous Graph Neural Networks.☆316Updated last year
- A curated list of Hypergraph Learning, Hypergraph Theory, Hypergraph Dataset and Hypergraph Tool.☆237Updated last month
- Label-free Node Classification on Graphs with Large Language Models (LLMS)☆73Updated last year
- The official implementation of NeurIPS22 spotlight paper "NodeFormer: A Scalable Graph Structure Learning Transformer for Node Classifica…☆302Updated 11 months ago
- A multi-backend graph learning library.☆230Updated last week
- Graph Learning with Generative Pretrained Transformers☆72Updated 4 months ago