PeterGriffinJin / Awesome-Language-Model-on-GraphsLinks
A curated list of papers and resources based on "Large Language Models on Graphs: A Comprehensive Survey" (TKDE)
☆972Updated 9 months ago
Alternatives and similar repositories for Awesome-Language-Model-on-Graphs
Users that are interested in Awesome-Language-Model-on-Graphs are comparing it to the libraries listed below
Sorting:
- A curated collection of research papers exploring the utilization of LLMs for graph-related tasks.☆634Updated 8 months ago
- A collection of AWESOME things about Graph-Related LLMs.☆2,360Updated last month
- Official Implementation of NeurIPS 2024 paper "G-Retriever: Retrieval-Augmented Generation for Textual Graph Understanding and Question A…☆506Updated 8 months ago
- [KDD'2024] "LLM4Graph: A Survey of Large Language Models for Graphs"☆357Updated 8 months ago
- A foundation model for knowledge graph reasoning☆582Updated 10 months ago
- Official Implementation of ICLR 2024 paper: "Reasoning on Graphs: Faithful and Interpretable Large Language Model Reasoning"☆474Updated 9 months ago
- GNN-RAG: Graph Neural Retrieval for Large Language Modeling Reasoning☆393Updated last year
- Awesome Papers About Performing Prompting On Graphs☆417Updated 6 months ago
- Papers about large graph models.☆286Updated last year
- Exploring the Potential of Large Language Models (LLMs) in Learning on Graphs☆310Updated 9 months ago
- ☆489Updated 8 months ago
- ☆251Updated 2 years ago
- Must-read papers on graph foundation models (GFMs)☆356Updated 3 months ago
- ☆323Updated 9 months ago
- Papers about graph transformers.☆917Updated 8 months ago
- [Paper List] Papers integrating knowledge graphs (KGs) and large language models (LLMs)☆2,105Updated 8 months ago
- ☆232Updated 8 months ago
- Accompanied repositories for our paper Graph foundation model☆229Updated last year
- Graph Chain-of-Thought: Augmenting Large Language Models by Reasoning on Graphs (ACL 2024)☆291Updated 11 months ago
- Official Implementation of ICLR 2024 paper "Harnessing Explanations: LLM-to-LM Interpreter for Enhanced Text-Attributed Graph Representat…☆255Updated 7 months ago
- Awesome papers about unifying LLMs and KGs☆2,515Updated 7 months ago
- A fundational graph learning framework that solves cross-domain/cross-task classification problems using one model.☆239Updated last year
- Insightful Tutorials and Papers about Knowledge Graphs☆973Updated last week
- [ICLR 2025] Simple is Effective: The Roles of Graphs and Large Language Models in Knowledge-Graph-Based Retrieval-Augmented Generation☆136Updated 10 months ago
- Official Implementation of ICML 2025 Paper: "Graph-constrained Reasoning: Faithful Reasoning on Knowledge Graphs with Large Language Mode…☆206Updated 6 months ago
- ☆186Updated last year
- [SIGIR'2024] "GraphGPT: Graph Instruction Tuning for Large Language Models"☆791Updated last year
- [NeurIPS'25] Graph Foundation Model for Retrieval Augmented Generation☆193Updated 2 weeks ago
- [WWWJ 2024] LLMs for Knowledge Graph Construction and Reasoning: Recent Capabilities and Future Opportunities☆463Updated 10 months ago
- ☆161Updated last year