yhLeeee / Awesome-LLMs-in-Graph-tasks
A curated collection of research papers exploring the utilization of LLMs for graph-related tasks.
☆526Updated this week
Related projects ⓘ
Alternatives and complementary repositories for Awesome-LLMs-in-Graph-tasks
- Awesome Papers About Performing Prompting On Graphs☆343Updated 3 weeks ago
- [KDD'2024] "LLM4Graph: A Survey of Large Language Models for Graphs"☆244Updated 2 months ago
- Papers about large graph models.☆261Updated 7 months ago
- A curated list of papers and resources based on "Large Language Models on Graphs: A Comprehensive Survey"☆784Updated this week
- Exploring the Potential of Large Language Models (LLMs) in Learning on Graphs☆250Updated 3 months ago
- ☆156Updated 7 months ago
- Must-read papers on graph foundation models (GFMs)☆267Updated 4 months ago
- A fundational graph learning framework that solves cross-domain/cross-task classification problems using one model.☆178Updated 5 months ago
- ☆242Updated last year
- Accompanied repositories for our paper Graph foundation model☆144Updated 2 months ago
- Official Implementation of ICLR 2024 paper "Harnessing Explanations: LLM-to-LM Interpreter for Enhanced Text-Attributed Graph Representat…☆179Updated 5 months ago
- A curated list of papers on pre-training for graph neural networks (Pre-train4GNN).☆171Updated 9 months ago
- Official repository of "Can Language Models Solve Graph Problems in Natural Language?". NeurIPS 2023 (Spotlight)☆114Updated 2 months ago
- Official Implementation of ICLR 2024 paper: "Reasoning on Graphs: Faithful and Interpretable Large Language Model Reasoning"☆319Updated 2 weeks ago
- GraphPrompt: Unifying Pre-Training and Downstream Tasks for Graph Neural Networks☆145Updated 2 weeks ago
- GraphLLM: Boosting Graph Reasoning Ability of Large Language Model☆93Updated 10 months ago
- PromptKG Family: a Gallery of Prompt Learning & KG-related research works, toolkits, and paper-list.☆693Updated 7 months ago
- A collection of AWESOME things about Graph-Related LLMs.☆1,776Updated this week
- A foundation model for knowledge graph reasoning☆473Updated last month
- Language is All a Graph Needs☆229Updated 6 months ago
- Repository for G-Retriever☆316Updated 2 weeks ago
- [SIGIR'2024] "GraphGPT: Graph Instruction Tuning for Large Language Models"☆613Updated 4 months ago
- Advances on machine learning of graphs, covering the reading list of recent top academic conferences.☆162Updated last month
- GraphTranslator:Aligning Graph Model to Large Language Model for Open-ended Tasks☆83Updated 2 months ago
- GNN-RAG: Graph Neural Retrieval for Large Language Modeling Reasoning☆237Updated 4 months ago
- [Paper List] Papers integrating knowledge graphs (KGs) and large language models (LLMs)☆1,484Updated this week
- A Library for Dynamic Graph Learning (NeurIPS 2023)☆179Updated last year
- Benchmark☆76Updated 7 months ago
- Papers about graph transformers.☆793Updated 6 months ago
- This repository contains the resources on graph neural network (GNN) considering heterophily.☆224Updated last month