A curated list of papers and resources about multimodal learning on graphs.
☆43Feb 28, 2025Updated last year
Alternatives and similar repositories for Awesome-Multimodal-on-Graphs
Users that are interested in Awesome-Multimodal-on-Graphs are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- ☆10Feb 22, 2023Updated 3 years ago
- ☆33Updated this week
- "HomoGCL: Rethinking Homophily in Graph Contrastive Learning" in KDD'23☆14Jul 6, 2023Updated 2 years ago
- A curated list of papers and resources based on "Large Language Models on Graphs: A Comprehensive Survey" (TKDE)☆983Mar 2, 2025Updated last year
- Patton: Language Model Pretraining on Text-rich Networks (ACL 2023 main oral)☆32Feb 10, 2025Updated last year
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click and start building anything your business needs.
- Benchmarking for the attributed graphs☆19Nov 21, 2025Updated 4 months ago
- GOODAT: Towards Test-time Graph Out-of-Distribution Detection☆12Mar 18, 2024Updated 2 years ago
- List of papers on ICLR 2024☆58Mar 6, 2024Updated 2 years ago
- Augmenting Low-Resource Text Classification with Graph-Grounded Pre-training and Prompting. SIGIR-2023☆36Jan 18, 2025Updated last year
- [ICLR'25 Spotlight] Revisiting Random Walks for Learning on Graphs (RWNN), in PyTorch☆17Mar 4, 2025Updated last year
- Official repository for NeurIPS'23 paper: GraphPatcher: Mitigating Degree Bias for Graph Neural Networks via Test-time Augmentation☆17Oct 1, 2023Updated 2 years ago
- ☆10Dec 19, 2025Updated 3 months ago
- Awesome Papers About Performing Prompting On Graphs☆422May 15, 2025Updated 10 months ago
- Heterformer: Transformer-based Deep Node Representation Learning on Heterogeneous Text-Rich Networks (KDD 2023)☆28Feb 16, 2024Updated 2 years ago
- 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.
- A curated collection of research papers exploring the utilization of LLMs for graph-related tasks.☆654Mar 21, 2025Updated last year
- SDG: A Simplified and Dynamic Graph Neural Network, SIGIR 2021☆22Mar 12, 2025Updated last year
- [KDD'2024] "LLM4Graph: A Survey of Large Language Models for Graphs"☆370Mar 15, 2025Updated last year
- WWW2021: Interpreting and Unifying Graph Neural Networks with An Optimization Framework☆14Jun 23, 2021Updated 4 years ago
- A curated list of resources for graph prompting methods☆29Jan 23, 2024Updated 2 years ago
- Reference implementation for SPECTRE: Spectral Conditioning Helps to Overcome the Expressivity Limits of One-shot Graph Generators (ICML …☆28Aug 23, 2022Updated 3 years ago
- Code for the paper "Taxonomy Completion via Triplet Matching Network" AAAI 2021☆29Apr 8, 2021Updated 4 years ago
- An atlas of text-attributed graph datasets in the era of large graph and language model.☆68Dec 30, 2024Updated last year
- Papers about large graph models.☆291Mar 24, 2024Updated 2 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting with the flexibility to host WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Cloudways by DigitalOcean.
- Code for paper: Overlapping Community Detection via Nonnegative Matrix Factorization☆11Apr 16, 2014Updated 11 years ago
- [ICML'24] BAT: 🚀 Boost Class-imbalanced Node Classification with <10 lines of Code | 从拓扑视角出发10行代码改善类别不平衡节点分类☆27Nov 27, 2024Updated last year
- Must-read papers on graph foundation models (GFMs)☆363Aug 24, 2025Updated 7 months ago
- Code for SGDD☆26Oct 19, 2023Updated 2 years ago
- ☆22Dec 4, 2023Updated 2 years ago
- ☆11Jun 22, 2025Updated 9 months ago
- A collection of graph contrastive learning methods.☆18Apr 1, 2022Updated 3 years ago
- Model Context Protocol Server for NebulaGraph 3.x☆27Mar 17, 2025Updated last year
- Papers about Graph Contrastive Learning and Graph Self-supervised Learning on Graphs with Heterophily☆38Nov 2, 2023Updated 2 years ago
- DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- Official implementation of paper "Efficient Tuning and Inference for Large Language Models on Textual Graphs"☆38Jun 24, 2024Updated last year
- Resources for few-shot reasoning tutorial☆15Oct 16, 2023Updated 2 years ago
- ☆25Oct 28, 2024Updated 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
- Implementation of GCKM in our paper: Graph Convolutional Kernel Machine versus Graph Convolutional Networks, NeurIPS 2023.☆11May 10, 2024Updated last year
- Official Implementation of ICLR 2024 paper "Harnessing Explanations: LLM-to-LM Interpreter for Enhanced Text-Attributed Graph Representat…☆267Apr 14, 2025Updated 11 months ago
- DISCO: Comprehensive and Explainable Disinformation Detection, CIKM 2022☆10May 5, 2023Updated 2 years ago