HKUDS / Awesome-LLM4Graph-Papers
[KDD'2024] "LLM4Graph: A Survey of Large Language Models for Graphs"
☆258Updated 3 months ago
Alternatives and similar repositories for Awesome-LLM4Graph-Papers:
Users that are interested in Awesome-LLM4Graph-Papers are comparing it to the libraries listed below
- Awesome Papers About Performing Prompting On Graphs☆356Updated 2 months ago
- Exploring the Potential of Large Language Models (LLMs) in Learning on Graphs☆262Updated 3 weeks ago
- A fundational graph learning framework that solves cross-domain/cross-task classification problems using one model.☆193Updated 6 months ago
- ☆161Updated 8 months ago
- Official Implementation of ICLR 2024 paper "Harnessing Explanations: LLM-to-LM Interpreter for Enhanced Text-Attributed Graph Representat…☆193Updated 6 months ago
- Papers about large graph models.☆267Updated 8 months ago
- A curated collection of research papers exploring the utilization of LLMs for graph-related tasks.☆540Updated last month
- [KDD'2024] "HiGPT: Heterogenous Graph Language Models"☆112Updated 6 months ago
- Must-read papers on graph foundation models (GFMs)☆279Updated last week
- Accompanied repositories for our paper Graph foundation model☆166Updated last month
- GraphLLM: Boosting Graph Reasoning Ability of Large Language Model☆101Updated last year
- Official repository of "Can Language Models Solve Graph Problems in Natural Language?". NeurIPS 2023 (Spotlight)☆117Updated 3 months ago
- GraphPrompt: Unifying Pre-Training and Downstream Tasks for Graph Neural Networks☆149Updated last month
- GraphTranslator:Aligning Graph Model to Large Language Model for Open-ended Tasks☆88Updated 3 months ago
- "GraphEdit: Large Language Models for Graph Structure Learning"☆123Updated 5 months ago
- Language is All a Graph Needs☆233Updated 7 months ago
- Label-free Node Classification on Graphs with Large Language Models (LLMS)☆67Updated last year
- Benchmark☆82Updated 8 months ago
- [ICML2024] "LLaGA: Large Language and Graph Assistant", Runjin Chen, Tong Zhao, Ajay Jaiswal, Neil Shah, Zhangyang Wang☆86Updated 3 months ago
- Advances on machine learning of graphs, covering the reading list of recent top academic conferences.☆170Updated 2 months ago
- A framework to empover LLMs on graph reasoning and generation. Refer to our paper: https://arxiv.org/pdf/2402.08785.pdf☆75Updated 4 months ago
- ☆244Updated last year
- ☆117Updated last year
- A curated list of papers on pre-training for graph neural networks (Pre-train4GNN).☆177Updated 10 months ago
- Augmenting Low-Resource Text Classification with Graph-Grounded Pre-training and Prompting. SIGIR-2023☆28Updated 5 months ago
- A Library for Dynamic Graph Learning (NeurIPS 2023)☆197Updated last year
- The official implement of NeurIPS'24 Datasets and Benchmarks Track paper: GLBench: A Comprehensive Benchmark for Graphs with Large Langua…☆49Updated last month
- ☆83Updated last year
- [WSDM'2024 Oral] "DiffKG: Knowledge Graph Diffusion Model for Recommendation"☆89Updated last month
- ☆56Updated 2 years ago