VITA-Group / LLaGALinks
[ICML2024] "LLaGA: Large Language and Graph Assistant", Runjin Chen, Tong Zhao, Ajay Jaiswal, Neil Shah, Zhangyang Wang
☆132Updated last year
Alternatives and similar repositories for LLaGA
Users that are interested in LLaGA 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…☆64Updated 10 months ago
- Label-free Node Classification on Graphs with Large Language Models (LLMS)☆84Updated last year
- Official Implementation of ICLR 2024 paper "Harnessing Explanations: LLM-to-LM Interpreter for Enhanced Text-Attributed Graph Representat…☆242Updated 5 months ago
- [ICML 2025] Official implementation for paper "A Comprehensive Analysis on LLM-based Node Classification Algorithms"☆61Updated 2 months ago
- A fundational graph learning framework that solves cross-domain/cross-task classification problems using one model.☆228Updated last year
- ☆97Updated 2 years ago
- Official implementation of GraphCLIP: Enhancing Transferability in Graph Foundation Models for Text-Attributed Graphs☆53Updated 6 months ago
- NIPS 24: Text-space Graph Foundation Models: Comprehensive Benchmarks and New Insights☆45Updated 8 months ago
- Official implementation of 'All in One and One for All: A Simple yet Effective Method towards Cross-domain Graph Pretraining' published i…☆41Updated 10 months ago
- Implementation of GraphPrompter (The Web Conference 2024 Short Paper)☆33Updated last year
- Official repository of "Can Language Models Solve Graph Problems in Natural Language?". NeurIPS 2023 (Spotlight)☆136Updated last year
- An atlas of text-attributed graph datasets in the era of large graph and language model.☆59Updated 8 months ago
- GFT: Graph Foundation Model with Transferable Tree Vocabulary, NeurIPS 2024.☆50Updated 3 months ago
- ☆129Updated 5 months ago
- Official implementation of paper "Efficient Tuning and Inference for Large Language Models on Textual Graphs"☆34Updated last year
- GraphTranslator:Aligning Graph Model to Large Language Model for Open-ended Tasks☆106Updated last year
- The official implement of SIGKDD'24 paper: ZeroG: Investigating Cross-dataset Zero-shot Transferability in Graphs☆33Updated last year
- A generative one-for-all model for joint graph language modeling☆42Updated 2 months ago
- Official Repo of SimTeG☆42Updated last year
- ☆183Updated last year
- Comprehensive Benchmark Dataset for Dynamic Text-Attributed Graphs☆37Updated 10 months ago
- [ICLR 2024] VQGraph: Rethinking Graph Representation Space for Bridging GNNs and MLPs☆102Updated last year
- A framework to empover LLMs on graph reasoning and generation. Refer to our paper: https://arxiv.org/pdf/2402.08785.pdf☆78Updated last year
- ☆30Updated last year
- [NeurIPS 2024 🔥] TEG-DB: A Comprehensive Dataset and Benchmark of Textual-Edge Graphs☆41Updated 8 months ago
- Exploring the Potential of Large Language Models (LLMs) in Learning on Graphs☆304Updated 6 months ago
- GraphPrompt: Unifying Pre-Training and Downstream Tasks for Graph Neural Networks☆160Updated 10 months ago
- Benchmark☆104Updated last year
- Accompanied repositories for our paper Graph foundation model☆217Updated 10 months ago
- Papers about Graph Contrastive Learning and Graph Self-supervised Learning on Graphs with Heterophily☆37Updated last year