Label-free Node Classification on Graphs with Large Language Models (LLMS)
☆94Nov 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☆316Mar 10, 2025Updated last year
- Official Implementation of ICLR 2024 paper "Harnessing Explanations: LLM-to-LM Interpreter for Enhanced Text-Attributed Graph Representat…☆272Apr 14, 2025Updated last year
- NIPS 24: Text-space Graph Foundation Models: Comprehensive Benchmarks and New Insights☆52Dec 21, 2024Updated last year
- ☆11May 17, 2026Updated 5 months ago
- A fundational graph learning framework that solves cross-domain/cross-task classification problems using one model.☆259May 18, 2024Updated 2 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- "GraphEdit: Large Language Models for Graph Structure Learning"☆143Jun 24, 2024Updated 2 years ago
- Benchmark☆118Apr 9, 2024Updated 2 years ago
- ☆136Apr 3, 2025Updated last year
- Official repository of "Can Language Models Solve Graph Problems in Natural Language?". NeurIPS 2023 (Spotlight)☆148Aug 20, 2024Updated 2 years ago
- ☆26Mar 21, 2024Updated 2 years ago
- Official implementation of paper "GraphControl: Adding Conditional Control to Universal Graph Pre-trained Models for Graph Domain Transfe…☆18Jan 27, 2024Updated 2 years ago
- [SIGIR'2024] "GraphGPT: Graph Instruction Tuning for Large Language Models"☆831Jun 25, 2024Updated 2 years ago
- Heterformer: Transformer-based Deep Node Representation Learning on Heterogeneous Text-Rich Networks (KDD 2023)☆28Feb 16, 2024Updated 2 years ago
- The official implement of NeurIPS'24 Datasets and Benchmarks Track paper: GLBench: A Comprehensive Benchmark for Graphs with Large Langua…☆73Oct 28, 2024Updated 2 years ago
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- Official Repo of SimTeG☆44Mar 29, 2024Updated 2 years ago
- [ICML2024] "LLaGA: Large Language and Graph Assistant", Runjin Chen, Tong Zhao, Ajay Jaiswal, Neil Shah, Zhangyang Wang☆165Sep 4, 2024Updated 2 years ago
- ☆34Dec 9, 2023Updated 2 years ago
- Official implementation of MARIO: Model Agnostic Recipe for Improving OOD Generalization of Graph Contrastive Learning☆19Jan 27, 2024Updated 2 years ago
- The official implement of SIGKDD'24 paper: ZeroG: Investigating Cross-dataset Zero-shot Transferability in Graphs☆38Aug 8, 2024Updated 2 years ago
- Ongoing project: a library for graph foundation model☆13Feb 7, 2024Updated 2 years ago
- [ECML-PKDD 2023] Train Your Own GNN Teacher: Graph-Aware Distillation on Textual Graphs☆30Apr 27, 2023Updated 3 years ago
- ☆20Feb 24, 2025Updated last year
- A curated collection of research papers exploring the utilization of LLMs for graph-related tasks.☆656Mar 21, 2025Updated last year
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- Augmenting Low-Resource Text Classification with Graph-Grounded Pre-training and Prompting. SIGIR-2023☆37Jan 18, 2025Updated last year
- [ICLR'25 Spotlight] Revisiting Random Walks for Learning on Graphs (RWNN), in PyTorch☆17Mar 4, 2025Updated last year
- "GraphSHA: Synthesizing Harder Samples for Class-Imbalanced Node Classification" in KDD'23☆33Mar 11, 2024Updated 2 years ago
- Repository for LOGIN (WSDM'25) / TIST☆10Jun 5, 2026Updated 4 months ago
- Awesome Papers About Performing Prompting On Graphs☆426May 15, 2025Updated last year
- Open Source Code for GAugLLM: Improving Graph Contrastive Learning for Text-Attributed Graphs with Large Language Models (KDD'24)☆30Jul 5, 2024Updated 2 years ago
- [NeurIPS 2024 🔥] TEG-DB: A Comprehensive Dataset and Benchmark of Textual-Edge Graphs☆52Jan 15, 2025Updated last year
- Implementation codes for NeurIPS23 paper "Spectral Invariant Learning for Dynamic Graphs under Distribution Shifts"☆14Mar 19, 2024Updated 2 years ago
- [ICML 2025] Official implementation for paper "A Comprehensive Analysis on LLM-based Node Classification Algorithms"☆76Jul 1, 2025Updated last year
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- The repository of "Addressing Shortcomings in Fair Graph Learning Datasets: Towards a New Benchmark" (KDD'24)☆13Jan 27, 2026Updated 9 months ago
- [NeurIPS 2023] "Unleashing the Power of Graph Data Augmentation on Covariate Distribution Shift" by Yongduo Sui, Qitian Wu, Jiancan Wu, Q…☆16Nov 6, 2023Updated 2 years ago
- A PyTorch implementation of "Can Large Language Models Improve the Adversarial Robustness of Graph Neural Networks?" (KDD 2025)☆28Nov 6, 2025Updated 11 months ago
- GraphAny: Fully-inductive Node Classification on Arbitrary Graphs☆160Feb 3, 2025Updated last year
- ☆63Nov 21, 2024Updated last year
- [ICML 2023] Linkless Link Prediction via Relational Distillation☆24Oct 4, 2023Updated 3 years ago
- An atlas of text-attributed graph datasets in the era of large graph and language model.☆76Dec 30, 2024Updated last year