Label-free Node Classification on Graphs with Large Language Models (LLMS)
☆93Nov 24, 2023Updated 2 years ago
Alternatives and similar repositories for LLMGNN
Users that are interested in LLMGNN are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Exploring the Potential of Large Language Models (LLMs) in Learning on Graphs☆318Mar 10, 2025Updated last year
- Official Implementation of ICLR 2024 paper "Harnessing Explanations: LLM-to-LM Interpreter for Enhanced Text-Attributed Graph Representat…☆269Apr 14, 2025Updated last year
- NIPS 24: Text-space Graph Foundation Models: Comprehensive Benchmarks and New Insights☆52Dec 21, 2024Updated last year
- Benchmark☆119Apr 9, 2024Updated 2 years ago
- Official repository of "Can Language Models Solve Graph Problems in Natural Language?". NeurIPS 2023 (Spotlight)☆146Aug 20, 2024Updated last year
- End-to-end encrypted email - Proton Mail • AdSpecial offer: 40% Off Yearly / 80% Off First Month. All Proton services are open source and independently audited for security.
- A fundational graph learning framework that solves cross-domain/cross-task classification problems using one model.☆253May 18, 2024Updated 2 years ago
- ☆135Apr 3, 2025Updated last year
- Official Repo of SimTeG☆43Mar 29, 2024Updated 2 years ago
- "GraphEdit: Large Language Models for Graph Structure Learning"☆141Jun 24, 2024Updated last year
- [ICLR'25 Spotlight] Revisiting Random Walks for Learning on Graphs (RWNN), in PyTorch☆17Mar 4, 2025Updated last year
- [ICML2024] "LLaGA: Large Language and Graph Assistant", Runjin Chen, Tong Zhao, Ajay Jaiswal, Neil Shah, Zhangyang Wang☆156Sep 4, 2024Updated last year
- ☆34Dec 9, 2023Updated 2 years ago
- ☆27Mar 21, 2024Updated 2 years ago
- Official implementation of MARIO: Model Agnostic Recipe for Improving OOD Generalization of Graph Contrastive Learning☆19Jan 27, 2024Updated 2 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- Ongoing project: a library for graph foundation model☆13Feb 7, 2024Updated 2 years ago
- Augmenting Low-Resource Text Classification with Graph-Grounded Pre-training and Prompting. SIGIR-2023☆36Jan 18, 2025Updated last year
- Open Source Code for GAugLLM: Improving Graph Contrastive Learning for Text-Attributed Graphs with Large Language Models (KDD'24)☆29Jul 5, 2024Updated last year
- [SIGIR'2024] "GraphGPT: Graph Instruction Tuning for Large Language Models"☆830Jun 25, 2024Updated last year
- The official implement of NeurIPS'24 Datasets and Benchmarks Track paper: GLBench: A Comprehensive Benchmark for Graphs with Large Langua…☆73Oct 28, 2024Updated last year
- A PyTorch implementation of "Can Large Language Models Improve the Adversarial Robustness of Graph Neural Networks?" (KDD 2025)☆30Nov 6, 2025Updated 6 months ago
- GFT: Graph Foundation Model with Transferable Tree Vocabulary, NeurIPS 2024.☆63May 22, 2025Updated last year
- Language is All a Graph Needs☆271Mar 13, 2025Updated last year
- Official implementation of paper "GraphControl: Adding Conditional Control to Universal Graph Pre-trained Models for Graph Domain Transfe…☆18Jan 27, 2024Updated 2 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- The official implement of SIGKDD'24 paper: ZeroG: Investigating Cross-dataset Zero-shot Transferability in Graphs☆38Aug 8, 2024Updated last year
- [NeurIPS 2023] "Unleashing the Power of Graph Data Augmentation on Covariate Distribution Shift" by Yongduo Sui, Qitian Wu, Jiancan Wu, Q…☆17Nov 6, 2023Updated 2 years ago
- Heterformer: Transformer-based Deep Node Representation Learning on Heterogeneous Text-Rich Networks (KDD 2023)☆28Feb 16, 2024Updated 2 years ago
- Codes for Pretraining Language Models with Text-Attributed Heterogeneous Graphs☆16Oct 13, 2023Updated 2 years ago
- GraphAny: Fully-inductive Node Classification on Arbitrary Graphs☆155Feb 3, 2025Updated last year
- A framework to empover LLMs on graph reasoning and generation. Refer to our paper: https://arxiv.org/pdf/2402.08785.pdf☆79Jul 29, 2024Updated last year
- The repository of "Addressing Shortcomings in Fair Graph Learning Datasets: Towards a New Benchmark" (KDD'24)☆13Jan 27, 2026Updated 3 months ago
- Official implementation of 'All in One and One for All: A Simple yet Effective Method towards Cross-domain Graph Pretraining' published i…☆47Oct 23, 2024Updated last year
- Awesome Papers About Performing Prompting On Graphs☆422May 15, 2025Updated last year
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- Accompanied repositories for our paper Graph foundation model☆237Nov 11, 2024Updated last year
- An atlas of text-attributed graph datasets in the era of large graph and language model.☆71Dec 30, 2024Updated last year
- [ECML-PKDD 2023] Train Your Own GNN Teacher: Graph-Aware Distillation on Textual Graphs☆30Apr 27, 2023Updated 3 years ago
- "GraphSHA: Synthesizing Harder Samples for Class-Imbalanced Node Classification" in KDD'23☆33Mar 11, 2024Updated 2 years ago
- [ICLR 2024] VQGraph: Rethinking Graph Representation Space for Bridging GNNs and MLPs☆106Mar 12, 2024Updated 2 years ago
- A collection of papers and resources about Data-centric Graph Machine Learning (DC-GML).☆45Nov 1, 2023Updated 2 years ago
- A curated collection of research papers exploring the utilization of LLMs for graph-related tasks.☆657Mar 21, 2025Updated last year