yhLeeee / Awesome-LLMs-in-Graph-tasksLinks
A curated collection of research papers exploring the utilization of LLMs for graph-related tasks.
☆603Updated 3 months ago
Alternatives and similar repositories for Awesome-LLMs-in-Graph-tasks
Users that are interested in Awesome-LLMs-in-Graph-tasks are comparing it to the libraries listed below
Sorting:
- Awesome Papers About Performing Prompting On Graphs☆397Updated last month
- [KDD'2024] "LLM4Graph: A Survey of Large Language Models for Graphs"☆327Updated 3 months ago
- A curated list of papers and resources based on "Large Language Models on Graphs: A Comprehensive Survey" (TKDE)☆929Updated 3 months ago
- Exploring the Potential of Large Language Models (LLMs) in Learning on Graphs☆297Updated 3 months ago
- Papers about large graph models.☆278Updated last year
- Must-read papers on graph foundation models (GFMs)☆323Updated this week
- ☆177Updated last year
- Official Implementation of ICLR 2024 paper "Harnessing Explanations: LLM-to-LM Interpreter for Enhanced Text-Attributed Graph Representat…☆232Updated 2 months ago
- A fundational graph learning framework that solves cross-domain/cross-task classification problems using one model.☆221Updated last year
- A collection of AWESOME things about Graph-Related LLMs.☆2,197Updated 2 months ago
- Accompanied repositories for our paper Graph foundation model☆206Updated 7 months ago
- ☆249Updated last year
- Official Implementation of ICLR 2024 paper: "Reasoning on Graphs: Faithful and Interpretable Large Language Model Reasoning"☆429Updated 3 months ago
- Official Implementation of NeurIPS 2024 paper "G-Retriever: Retrieval-Augmented Generation for Textual Graph Understanding and Question A…☆458Updated 3 months ago
- A curated list of papers on pre-training for graph neural networks (Pre-train4GNN).☆196Updated 5 months ago
- Advances on machine learning of graphs, covering the reading list of recent top academic conferences.☆198Updated last week
- GNN-RAG: Graph Neural Retrieval for Large Language Modeling Reasoning☆334Updated last year
- A Unified Python Library for Graph Prompting☆551Updated last month
- "GraphEdit: Large Language Models for Graph Structure Learning"☆134Updated last year
- Knowledge Graphs Meet Multi-Modal Learning: A Comprehensive Survey☆427Updated 6 months ago
- GraphLLM: Boosting Graph Reasoning Ability of Large Language Model☆111Updated last year
- GraphPrompt: Unifying Pre-Training and Downstream Tasks for Graph Neural Networks☆158Updated 8 months ago
- Language is All a Graph Needs☆256Updated 3 months ago
- A Library for Dynamic Graph Learning (NeurIPS 2023)☆251Updated last year
- Official repository of "Can Language Models Solve Graph Problems in Natural Language?". NeurIPS 2023 (Spotlight)☆129Updated 10 months ago
- ☆338Updated 2 months ago
- GraphTranslator:Aligning Graph Model to Large Language Model for Open-ended Tasks☆103Updated 10 months ago
- PromptKG Family: a Gallery of Prompt Learning & KG-related research works, toolkits, and paper-list.☆726Updated last year
- [Paper List] Papers integrating knowledge graphs (KGs) and large language models (LLMs)☆1,945Updated 3 months ago
- A multi-backend graph learning library.☆239Updated 2 weeks ago