☆193Mar 25, 2024Updated 2 years ago
Alternatives and similar repositories for LLM4Graph
Users that are interested in LLM4Graph are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Papers about Graph Contrastive Learning and Graph Self-supervised Learning on Graphs with Heterophily☆38Nov 2, 2023Updated 2 years ago
- This repository contains the resources on graph neural network (GNN) considering heterophily.☆273Dec 4, 2024Updated last year
- A curated collection of research papers exploring the utilization of LLMs for graph-related tasks.☆656Mar 21, 2025Updated last year
- Papers about large graph models.☆292Mar 24, 2024Updated 2 years ago
- Official repository for NeurIPS 2023 paper "When Do Graph Neural Networks Help with Node Classification? Investigating the Impact of Homo…☆22Nov 18, 2024Updated last year
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- A Survey of Learning from Graphs with Heterophily☆170Feb 28, 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
- Must-read papers on graph foundation models (GFMs)☆378Aug 24, 2025Updated 11 months ago
- A collection of AWESOME things about Graph-Related LLMs.☆2,442Nov 5, 2025Updated 8 months ago
- A fundational graph learning framework that solves cross-domain/cross-task classification problems using one model.☆254May 18, 2024Updated 2 years ago
- Awesome Papers About Performing Prompting On Graphs☆425May 15, 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
- [Neurips 2024] Disentangled Graph Homophily☆29Jan 21, 2025Updated last year
- A curated list of papers and resources based on "Large Language Models on Graphs: A Comprehensive Survey" (TKDE)☆996Mar 2, 2025Updated last year
- Serverless GPU API endpoints on Runpod - Get Bonus Credits • AdSkip the infrastructure headaches. Auto-scaling, pay-as-you-go, no-ops approach lets you focus on innovating your application.
- Accompanied repositories for our paper Graph foundation model☆238Nov 11, 2024Updated last year
- "GraphEdit: Large Language Models for Graph Structure Learning"☆143Jun 24, 2024Updated 2 years ago
- A curated list of papers on pre-training for graph neural networks (Pre-train4GNN).☆215Dec 31, 2024Updated last year
- [KDD'2024] "LLM4Graph: A Survey of Large Language Models for Graphs"☆369Mar 15, 2025Updated last year
- NeurIPS 2022, Revisiting Heterophily For Graph Neural Networks, official PyTorch implementation for Adaptive Channel Mixing (ACM) GNN fra…☆92Nov 21, 2024Updated last year
- Augmenting Low-Resource Text Classification with Graph-Grounded Pre-training and Prompting. SIGIR-2023☆36Jan 18, 2025Updated 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
- NIPS 24: Text-space Graph Foundation Models: Comprehensive Benchmarks and New Insights☆52Dec 21, 2024Updated last year
- ☆92Oct 23, 2023Updated 2 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- Code for ICLR'24 Paper "Decoupling Weighing and Selecting for Integrating Multiple Graph Pre-training Tasks"☆10Mar 12, 2024Updated 2 years ago
- Benchmark☆119Apr 9, 2024Updated 2 years ago
- Exploring the Potential of Large Language Models (LLMs) in Learning on Graphs☆318Mar 10, 2025Updated last year
- ☆26Mar 21, 2024Updated 2 years ago
- GraphAny: Fully-inductive Node Classification on Arbitrary Graphs☆159Feb 3, 2025Updated last year
- ☆15Mar 15, 2024Updated 2 years ago
- [IJCAI 2024] Papers about graph reduction including graph coarsening, graph condensation, graph sparsification, graph summarization, etc.☆189Feb 25, 2026Updated 5 months ago
- A Unified Python Library for Graph Prompting☆584Jun 2, 2026Updated last month
- ☆135Apr 3, 2025Updated last year
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- Advances on machine learning of graphs, covering the reading list of recent top academic conferences.☆248May 28, 2026Updated last month
- [ICML2024] "LLaGA: Large Language and Graph Assistant", Runjin Chen, Tong Zhao, Ajay Jaiswal, Neil Shah, Zhangyang Wang☆159Sep 4, 2024Updated last year
- Resource for "A Survey on Self-Supervised Graph Foundation Models: Knowledge-Based Perspective"☆41May 7, 2025Updated last year
- [SIGIR'2024] "GraphGPT: Graph Instruction Tuning for Large Language Models"☆834Jun 25, 2024Updated 2 years ago
- Papers about pretraining and self-supervised learning on Graph Neural Networks (GNN).☆1,728Feb 2, 2024Updated 2 years ago
- Label-free Node Classification on Graphs with Large Language Models (LLMS)☆94Nov 24, 2023Updated 2 years ago
- A large-scale node-classification graph benchmark that brings together both the heterophily and heterogeneity properties of real-world gr…☆42Aug 4, 2025Updated 11 months ago