BUPT-GAMMA / ProGraphLinks
Official Repository of "Can Large Language Models Analyze Graphs like Professionals? A Benchmark, Datasets and Models". NeurIPS 2024
☆25Updated 4 months ago
Alternatives and similar repositories for ProGraph
Users that are interested in ProGraph are comparing it to the libraries listed below
Sorting:
- [NeurIPS 2024 🔥] TEG-DB: A Comprehensive Dataset and Benchmark of Textual-Edge Graphs☆40Updated 5 months ago
- [ICML2024] "LLaGA: Large Language and Graph Assistant", Runjin Chen, Tong Zhao, Ajay Jaiswal, Neil Shah, Zhangyang Wang☆122Updated 9 months ago
- [ICML 2025] Official implementation for paper "A Comprehensive Analysis on LLM-based Node Classification Algorithms"☆52Updated 3 weeks ago
- Implementation of GraphPrompter (The Web Conference 2024 Short Paper)☆31Updated last year
- Official implementation of paper "Efficient Tuning and Inference for Large Language Models on Textual Graphs"☆33Updated last year
- A generative one-for-all model for joint graph language modeling☆38Updated last month
- A framework to empover LLMs on graph reasoning and generation. Refer to our paper: https://arxiv.org/pdf/2402.08785.pdf☆78Updated 10 months ago
- GFT: Graph Foundation Model with Transferable Tree Vocabulary, NeurIPS 2024.☆46Updated last month
- Official implementation of GraphCLIP: Enhancing Transferability in Graph Foundation Models for Text-Attributed Graphs☆48Updated 3 months ago
- Official repository of "Can Language Models Solve Graph Problems in Natural Language?". NeurIPS 2023 (Spotlight)☆129Updated 10 months ago
- Official Repo of SimTeG☆42Updated last year
- [CIKM2024] Retrieval-enhanced Knowledge Editing in Language Models for Multi-Hop Question Answering☆36Updated 5 months ago
- A Comprehensive Benchmark of Imbalanced Graph Learning (Accepted by ICLR 2025 Spotlight)☆9Updated 2 months ago
- ☆93Updated last year
- Open Source Code for GAugLLM: Improving Graph Contrastive Learning for Text-Attributed Graphs with Large Language Models (KDD'24)☆26Updated 11 months ago
- ☆27Updated 10 months ago
- ☆39Updated 6 months ago
- NIPS 24: Text-space Graph Foundation Models: Comprehensive Benchmarks and New Insights☆44Updated 6 months ago
- GraphTranslator:Aligning Graph Model to Large Language Model for Open-ended Tasks☆103Updated 9 months ago
- [ICLR 2025] "GraphRouter: A Graph-based Router for LLM Selections", Tao Feng, Yanzhen Shen, Jiaxuan You☆25Updated last week
- The official implement of NeurIPS'24 Datasets and Benchmarks Track paper: GLBench: A Comprehensive Benchmark for Graphs with Large Langua…☆59Updated 7 months ago
- Official Implementation of ICLR 2024 paper "Harnessing Explanations: LLM-to-LM Interpreter for Enhanced Text-Attributed Graph Representat…☆232Updated 2 months ago
- [ICLR 2024] VQGraph: Rethinking Graph Representation Space for Bridging GNNs and MLPs☆99Updated last year
- Label-free Node Classification on Graphs with Large Language Models (LLMS)☆80Updated last year
- An atlas of text-attributed graph datasets in the era of large graph and language model.☆56Updated 5 months ago
- UniGraph: Learning a Unified Cross-Domain Foundation Model for Text-Attributed Graphs (KDD'25)☆12Updated 2 weeks ago
- ☆20Updated last year
- The benchmark proposed in paper: GraphInstruct: Empowering Large Language Models with Graph Understanding and Reasoning Capability☆20Updated last year
- Official implementation of 'All in One and One for All: A Simple yet Effective Method towards Cross-domain Graph Pretraining' published i…☆39Updated 8 months ago
- GraphLLM: Boosting Graph Reasoning Ability of Large Language Model☆111Updated last year