squareRoot3 / GraphArenaLinks
"GraphArena: Evaluating and Exploring Large Language Models on Graph Computation" in ICLR 2025
☆29Updated 10 months ago
Alternatives and similar repositories for GraphArena
Users that are interested in GraphArena are comparing it to the libraries listed below
Sorting:
- The official implement of NeurIPS'24 Datasets and Benchmarks Track paper: GLBench: A Comprehensive Benchmark for Graphs with Large Langua…☆70Updated last year
- The official implement of SIGKDD'24 paper: ZeroG: Investigating Cross-dataset Zero-shot Transferability in Graphs☆35Updated last year
- A fundational graph learning framework that solves cross-domain/cross-task classification problems using one model.☆241Updated last year
- [ICML2024] "LLaGA: Large Language and Graph Assistant", Runjin Chen, Tong Zhao, Ajay Jaiswal, Neil Shah, Zhangyang Wang☆148Updated last year
- An atlas of text-attributed graph datasets in the era of large graph and language model.☆65Updated last year
- [ICML 2025] Official implementation for paper "A Comprehensive Analysis on LLM-based Node Classification Algorithms"☆65Updated 6 months ago
- Comprehensive Benchmark Dataset for Dynamic Text-Attributed Graphs☆46Updated last year
- [IJCAI 2024] Papers about graph reduction including graph coarsening, graph condensation, graph sparsification, graph summarization, etc.☆176Updated this week
- Official Implementation of ICLR 2024 paper "Harnessing Explanations: LLM-to-LM Interpreter for Enhanced Text-Attributed Graph Representat…☆258Updated 9 months ago
- ☆186Updated last year
- Benchmark☆110Updated last year
- NIPS 24: Text-space Graph Foundation Models: Comprehensive Benchmarks and New Insights☆48Updated last year
- Label-free Node Classification on Graphs with Large Language Models (LLMS)☆91Updated 2 years ago
- Accompanied repositories for our paper Graph foundation model☆230Updated last year
- Exploring the Potential of Large Language Models (LLMs) in Learning on Graphs☆317Updated 10 months ago
- [NeurIPS 2024 🔥] TEG-DB: A Comprehensive Dataset and Benchmark of Textual-Edge Graphs☆48Updated last year
- ☆133Updated 9 months ago
- ☆101Updated 2 years ago
- ☆29Updated 2 years ago
- A generative one-for-all model for joint graph language modeling☆49Updated 6 months ago
- Official repository of "Can Language Models Solve Graph Problems in Natural Language?". NeurIPS 2023 (Spotlight)☆142Updated last year
- GFT: Graph Foundation Model with Transferable Tree Vocabulary, NeurIPS 2024.☆57Updated 7 months ago
- Open Source Code for GAugLLM: Improving Graph Contrastive Learning for Text-Attributed Graphs with Large Language Models (KDD'24)☆28Updated last year
- Official implementation of 'All in One and One for All: A Simple yet Effective Method towards Cross-domain Graph Pretraining' published i…☆45Updated last year
- Must-read papers on graph foundation models (GFMs)☆359Updated 4 months ago
- A comprehensive benchmark of Graph Structure Learning (NeurIPS 2023 Datasets and Benchmarks Track)☆123Updated last year
- ☆59Updated last year
- Papers about Graph Contrastive Learning and Graph Self-supervised Learning on Graphs with Heterophily☆38Updated 2 years ago
- A Critical Look at the Evaluation of GNNs under Heterophily: Are We Really Making Progress?☆121Updated 2 years ago
- ☆91Updated 2 years ago