BUPT-GAMMA / ProGraphLinks
Official Repository of "Can Large Language Models Analyze Graphs like Professionals? A Benchmark, Datasets and Models". NeurIPS 2024
β32Updated 11 months ago
Alternatives and similar repositories for ProGraph
Users that are interested in ProGraph are comparing it to the libraries listed below
Sorting:
- [ICML2024] "LLaGA: Large Language and Graph Assistant", Runjin Chen, Tong Zhao, Ajay Jaiswal, Neil Shah, Zhangyang Wangβ147Updated last year
- [NeurIPS 2024 π₯] TEG-DB: A Comprehensive Dataset and Benchmark of Textual-Edge Graphsβ48Updated last year
- Official Implementation of ICLR 2024 paper "Harnessing Explanations: LLM-to-LM Interpreter for Enhanced Text-Attributed Graph Representatβ¦β258Updated 9 months ago
- Official repository of "Can Language Models Solve Graph Problems in Natural Language?". NeurIPS 2023 (Spotlight)β144Updated last year
- β60Updated last year
- Label-free Node Classification on Graphs with Large Language Models (LLMS)β92Updated 2 years ago
- Official implementation of paper "Efficient Tuning and Inference for Large Language Models on Textual Graphs"β37Updated last year
- [ICML 2025] Official implementation for paper "A Comprehensive Analysis on LLM-based Node Classification Algorithms"β67Updated 7 months ago
- Exploring the Potential of Large Language Models (LLMs) in Learning on Graphsβ319Updated 10 months ago
- The official implement of NeurIPS'24 Datasets and Benchmarks Track paper: GLBench: A Comprehensive Benchmark for Graphs with Large Languaβ¦β72Updated last year
- An atlas of text-attributed graph datasets in the era of large graph and language model.β66Updated last year
- Implementation of GraphPrompter (The Web Conference 2024 Short Paper)β35Updated last year
- A generative one-for-all model for joint graph language modelingβ49Updated 2 weeks ago
- A fundational graph learning framework that solves cross-domain/cross-task classification problems using one model.β242Updated last year
- Open Source Code for GAugLLM: Improving Graph Contrastive Learning for Text-Attributed Graphs with Large Language Models (KDD'24)β29Updated last year
- GraphTranslator:Aligning Graph Model to Large Language Model for Open-ended Tasksβ118Updated last year
- Comprehensive Benchmark Dataset for Dynamic Text-Attributed Graphsβ46Updated last year
- Official Repo of SimTeGβ43Updated last year
- GFT: Graph Foundation Model with Transferable Tree Vocabulary, NeurIPS 2024.β59Updated 8 months ago
- β100Updated 2 years ago
- β186Updated last year
- Code for AAAI'24 paper "Graph Neural Prompting with Large Language Models".β34Updated 9 months ago
- Pytorch implementation of NeurIPS-23:"Structure-free Graph Condensation (SFGC): From Large-scale Graphs to Condensed Graph-free Data"β37Updated 2 years ago
- [KDD'2024] "LLM4Graph: A Survey of Large Language Models for Graphs"β366Updated 10 months ago
- β29Updated 2 years ago
- [IEEE Intelligent Systems] Awesome-Graph-augmented-LLM-Agent (GLA)β61Updated 2 months ago
- [ICLR 2024] VQGraph: Rethinking Graph Representation Space for Bridging GNNs and MLPsβ103Updated last year
- A collection of papers and resources about Data-centric Graph Machine Learning (DC-GML).β46Updated 2 years ago
- A collection of graph foundation models including papers, codes, and datasets.β160Updated 6 months ago
- Official implementation of 'All in One and One for All: A Simple yet Effective Method towards Cross-domain Graph Pretraining' published iβ¦β46Updated last year