A curated collection of research papers exploring the utilization of LLMs for graph-related tasks.
☆657Mar 21, 2025Updated last year
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. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Awesome Papers About Performing Prompting On Graphs☆426May 15, 2025Updated last year
- A curated list of papers and resources based on "Large Language Models on Graphs: A Comprehensive Survey" (TKDE)☆998Mar 2, 2025Updated last year
- A collection of AWESOME things about Graph-Related LLMs.☆2,451Nov 5, 2025Updated 11 months ago
- Papers about large graph models.☆291Mar 24, 2024Updated 2 years ago
- [KDD'2024] "LLM4Graph: A Survey of Large Language Models for Graphs"☆369Mar 15, 2025Updated last year
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- Official Implementation of ICLR 2024 paper "Harnessing Explanations: LLM-to-LM Interpreter for Enhanced Text-Attributed Graph Representat…☆272Apr 14, 2025Updated last year
- ☆193Mar 25, 2024Updated 2 years ago
- A framework to empover LLMs on graph reasoning and generation. Refer to our paper: https://arxiv.org/pdf/2402.08785.pdf☆79Jul 29, 2024Updated 2 years ago
- A fundational graph learning framework that solves cross-domain/cross-task classification problems using one model.☆257May 18, 2024Updated 2 years ago
- A Unified Python Library for Graph Prompting☆586Jun 2, 2026Updated 4 months ago
- The official implement of NeurIPS'24 Datasets and Benchmarks Track paper: GLBench: A Comprehensive Benchmark for Graphs with Large Langua…☆73Oct 28, 2024Updated last year
- Benchmark☆119Apr 9, 2024Updated 2 years ago
- Must-read papers on graph foundation models (GFMs)☆377Aug 24, 2025Updated last year
- Exploring the Potential of Large Language Models (LLMs) in Learning on Graphs☆316Mar 10, 2025Updated last year
- Serverless GPU API endpoints on Runpod - Get Bonus Credits • AdSkip the infrastructure headaches. Auto-scaling, pay-as-you-go, no-ops approach lets you focus on innovating your application.
- [SIGIR'2024] "GraphGPT: Graph Instruction Tuning for Large Language Models"☆830Jun 25, 2024Updated 2 years ago
- ☆26Mar 21, 2024Updated 2 years ago
- Accompanied repositories for our paper Graph foundation model☆237Nov 11, 2024Updated last year
- The official implement of SIGKDD'24 paper: ZeroG: Investigating Cross-dataset Zero-shot Transferability in Graphs☆38Aug 8, 2024Updated 2 years ago
- [ICML2024] "LLaGA: Large Language and Graph Assistant", Runjin Chen, Tong Zhao, Ajay Jaiswal, Neil Shah, Zhangyang Wang☆165Sep 4, 2024Updated 2 years ago
- GraphLLM: Boosting Graph Reasoning Ability of Large Language Model (IEEE Transactions on Big Data)☆130Jan 29, 2026Updated 8 months ago
- ☆136Apr 3, 2025Updated last year
- Papers about pretraining and self-supervised learning on Graph Neural Networks (GNN).☆1,726Feb 2, 2024Updated 2 years ago
- Official repository of "Can Language Models Solve Graph Problems in Natural Language?". NeurIPS 2023 (Spotlight)☆148Aug 20, 2024Updated 2 years ago
- Serverless GPU API endpoints on Runpod - Get Bonus Credits • AdSkip the infrastructure headaches. Auto-scaling, pay-as-you-go, no-ops approach lets you focus on innovating your application.
- GraphPrompt: Unifying Pre-Training and Downstream Tasks for Graph Neural Networks☆169Oct 25, 2024Updated last year
- Official implementation of 'All in One and One for All: A Simple yet Effective Method towards Cross-domain Graph Pretraining' published i…☆47Oct 23, 2024Updated last year
- ☆92Oct 23, 2023Updated 2 years ago
- The code Implementation of the paper “Universal Prompt Tuning for Graph Neural Networks”.☆26Oct 16, 2023Updated 3 years ago
- Label-free Node Classification on Graphs with Large Language Models (LLMS)☆94Nov 24, 2023Updated 2 years ago
- [NeurIPS 2024] Official implementation for paper "Can Graph Learning Improve Planning in LLM-based Agents?"☆155May 11, 2025Updated last year
- Language is All a Graph Needs☆274Mar 13, 2025Updated last year
- A comprehensive benchmark of Graph Structure Learning (NeurIPS 2023 Datasets and Benchmarks Track)☆123Feb 29, 2024Updated 2 years ago
- A curated list of papers on pre-training for graph neural networks (Pre-train4GNN).☆216Dec 31, 2024Updated last year
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- Resource for "A Survey on Self-Supervised Graph Foundation Models: Knowledge-Based Perspective"☆40May 7, 2025Updated last year
- ☆19Dec 12, 2023Updated 2 years ago
- Implementation of GraphPrompter (The Web Conference 2024 Short Paper)☆38Apr 9, 2024Updated 2 years ago
- "GraphEdit: Large Language Models for Graph Structure Learning"☆143Jun 24, 2024Updated 2 years ago
- Official Repo of SimTeG☆44Mar 29, 2024Updated 2 years ago
- [KDD 2024]this is project for training explicit graph reasoning large language models.☆102Dec 24, 2024Updated last year
- [IJCAI 2024] Papers about graph reduction including graph coarsening, graph condensation, graph sparsification, graph summarization, etc.☆188Feb 25, 2026Updated 7 months ago