yhLeeee / Awesome-LLMs-in-Graph-tasks
A curated collection of research papers exploring the utilization of LLMs for graph-related tasks.
☆579Updated this week
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
- [KDD'2024] "LLM4Graph: A Survey of Large Language Models for Graphs"☆294Updated last week
- A curated list of papers and resources based on "Large Language Models on Graphs: A Comprehensive Survey" (TKDE)☆891Updated 3 weeks ago
- Awesome Papers About Performing Prompting On Graphs☆374Updated last month
- Papers about large graph models.☆277Updated last year
- ☆170Updated last year
- Exploring the Potential of Large Language Models (LLMs) in Learning on Graphs☆282Updated 2 weeks ago
- Must-read papers on graph foundation models (GFMs)☆299Updated last week
- A fundational graph learning framework that solves cross-domain/cross-task classification problems using one model.☆207Updated 10 months ago
- Official Implementation of ICLR 2024 paper "Harnessing Explanations: LLM-to-LM Interpreter for Enhanced Text-Attributed Graph Representat…☆220Updated 9 months ago
- Accompanied repositories for our paper Graph foundation model☆192Updated 4 months ago
- ☆245Updated last year
- A collection of AWESOME things about Graph-Related LLMs.☆2,067Updated this week
- Official Implementation of ICLR 2024 paper: "Reasoning on Graphs: Faithful and Interpretable Large Language Model Reasoning"☆389Updated 2 weeks ago
- Official Implementation of NeurIPS 2024 paper "G-Retriever: Retrieval-Augmented Generation for Textual Graph Understanding and Question A…☆423Updated this week
- Official repository of "Can Language Models Solve Graph Problems in Natural Language?". NeurIPS 2023 (Spotlight)☆121Updated 7 months ago
- Language is All a Graph Needs☆245Updated last week
- [SIGIR'2024] "GraphGPT: Graph Instruction Tuning for Large Language Models"☆703Updated 9 months ago
- A curated list of papers on pre-training for graph neural networks (Pre-train4GNN).☆189Updated 2 months ago
- "GraphEdit: Large Language Models for Graph Structure Learning"☆129Updated 9 months ago
- GraphPrompt: Unifying Pre-Training and Downstream Tasks for Graph Neural Networks☆152Updated 5 months ago
- GraphLLM: Boosting Graph Reasoning Ability of Large Language Model☆105Updated last year
- GNN-RAG: Graph Neural Retrieval for Large Language Modeling Reasoning☆298Updated 9 months ago
- GraphTranslator:Aligning Graph Model to Large Language Model for Open-ended Tasks☆96Updated 6 months ago
- Advances on machine learning of graphs, covering the reading list of recent top academic conferences.☆179Updated 2 weeks ago
- A Unified Python Library for Graph Prompting☆531Updated 3 months ago
- Benchmark☆94Updated 11 months ago
- ☆230Updated 2 weeks ago
- ☆294Updated last month
- A multi-backend graph learning library.☆232Updated last week
- Graph Chain-of-Thought: Augmenting Large Language Models by Reasoning on Graphs (ACL 2024)☆227Updated 3 months ago