yhLeeee / Awesome-LLMs-in-Graph-tasks
A curated collection of research papers exploring the utilization of LLMs for graph-related tasks.
☆531Updated 2 weeks ago
Related projects ⓘ
Alternatives and complementary repositories for Awesome-LLMs-in-Graph-tasks
- Awesome Papers About Performing Prompting On Graphs☆346Updated last month
- [KDD'2024] "LLM4Graph: A Survey of Large Language Models for Graphs"☆243Updated 2 months ago
- Papers about large graph models.☆265Updated 7 months ago
- A curated list of papers and resources based on "Large Language Models on Graphs: A Comprehensive Survey"☆804Updated 2 weeks ago
- Exploring the Potential of Large Language Models (LLMs) in Learning on Graphs☆251Updated 4 months ago
- Must-read papers on graph foundation models (GFMs)☆269Updated 4 months ago
- ☆160Updated 7 months ago
- ☆243Updated last year
- A fundational graph learning framework that solves cross-domain/cross-task classification problems using one model.☆185Updated 6 months ago
- Official Implementation of ICLR 2024 paper "Harnessing Explanations: LLM-to-LM Interpreter for Enhanced Text-Attributed Graph Representat…☆184Updated 5 months ago
- Accompanied repositories for our paper Graph foundation model☆153Updated last week
- A curated list of papers on pre-training for graph neural networks (Pre-train4GNN).☆172Updated 9 months ago
- A collection of AWESOME things about Graph-Related LLMs.☆1,800Updated last week
- GraphPrompt: Unifying Pre-Training and Downstream Tasks for Graph Neural Networks☆148Updated 3 weeks ago
- [SIGIR'2024] "GraphGPT: Graph Instruction Tuning for Large Language Models"☆623Updated 4 months ago
- Official Implementation of NeurIPS 2024 paper "G-Retriever: Retrieval-Augmented Generation for Textual Graph Understanding and Question A…☆322Updated this week
- A foundation model for knowledge graph reasoning☆476Updated last month
- Official Implementation of ICLR 2024 paper: "Reasoning on Graphs: Faithful and Interpretable Large Language Model Reasoning"☆321Updated last month
- GraphLLM: Boosting Graph Reasoning Ability of Large Language Model☆98Updated 11 months ago
- Official repository of "Can Language Models Solve Graph Problems in Natural Language?". NeurIPS 2023 (Spotlight)☆115Updated 3 months ago
- Language is All a Graph Needs☆231Updated 6 months ago
- GraphTranslator:Aligning Graph Model to Large Language Model for Open-ended Tasks☆85Updated 2 months ago
- A Unified Python Library for Graph Prompting☆523Updated last week
- A Library for Dynamic Graph Learning (NeurIPS 2023)☆188Updated last year
- Advances on machine learning of graphs, covering the reading list of recent top academic conferences.☆163Updated last month
- A multi-backend graph learning library.☆219Updated this week
- Benchmark☆79Updated 7 months ago
- ☆117Updated last year
- All graph/GNN papers accepted at the International Conference on Machine Learning (ICML) 2024.☆171Updated this week
- Papers about explainability of GNNs☆660Updated last month