PeterGriffinJin / Awesome-Multimodal-on-GraphsLinks
A curated list of papers and resources about multimodal learning on graphs.
☆31Updated 3 months ago
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
Sorting:
- GFT: Graph Foundation Model with Transferable Tree Vocabulary, NeurIPS 2024.☆45Updated 2 weeks ago
- NIPS 24: Text-space Graph Foundation Models: Comprehensive Benchmarks and New Insights☆44Updated 5 months ago
- ☆93Updated last year
- A generative one-for-all model for joint graph language modeling☆36Updated 2 weeks ago
- [NeurIPS 2024 🔥] TEG-DB: A Comprehensive Dataset and Benchmark of Textual-Edge Graphs☆39Updated 4 months ago
- Official Repo of SimTeG☆42Updated last year
- Official implementation of paper "Efficient Tuning and Inference for Large Language Models on Textual Graphs"☆32Updated 11 months ago
- A framework to empover LLMs on graph reasoning and generation. Refer to our paper: https://arxiv.org/pdf/2402.08785.pdf☆77Updated 10 months ago
- Patton: Language Model Pretraining on Text-rich Networks (ACL 2023 main oral)☆29Updated 3 months ago
- ☆89Updated last year
- PyGDA is a Python library for Graph Domain Adaptation☆55Updated 3 months ago
- Official implementation of GraphCLIP: Enhancing Transferability in Graph Foundation Models for Text-Attributed Graphs☆46Updated 3 months ago
- Early release of the official implementation for "UniGraph: Learning a Unified Cross-Domain Foundation Model for Text-Attributed Graphs"☆12Updated 9 months ago
- An atlas of text-attributed graph datasets in the era of large graph and language model.☆55Updated 5 months ago
- [ICML 2025] Official implementation for paper "A Comprehensive Analysis on LLM-based Node Classification Algorithms"☆37Updated 2 weeks ago
- [ICML2024] "LLaGA: Large Language and Graph Assistant", Runjin Chen, Tong Zhao, Ajay Jaiswal, Neil Shah, Zhangyang Wang☆116Updated 9 months ago
- ☆26Updated last year
- The official implement of NeurIPS'24 Datasets and Benchmarks Track paper: GLBench: A Comprehensive Benchmark for Graphs with Large Langua…☆59Updated 7 months ago
- Official implementation of paper "GraphControl: Adding Conditional Control to Universal Graph Pre-trained Models for Graph Domain Transfe…☆18Updated last year
- ☆128Updated 2 months ago
- A curated list of resources for graph prompting methods☆30Updated last year
- ☆28Updated 6 months ago
- A collection of papers and resources about Data-centric Graph Machine Learning (DC-GML).☆46Updated last year
- ☆28Updated 9 months ago
- [CIKM 2023] Towards Fair Graph Neural Networks via Graph Counterfactual.☆13Updated 3 months ago
- The official implement of SIGKDD'24 paper: ZeroG: Investigating Cross-dataset Zero-shot Transferability in Graphs☆29Updated 9 months ago
- Comprehensive Benchmark Dataset for Dynamic Text-Attributed Graphs☆32Updated 6 months ago
- [ICLR 2024] VQGraph: Rethinking Graph Representation Space for Bridging GNNs and MLPs☆98Updated last year
- Code for the paper "ConGraT: Self-Supervised Contrastive Pretraining for Joint Graph and Text Embeddings" -- TextGraphs-17 @ ACL 2024☆22Updated 9 months ago
- GRENADE: Graph-Centric Language Model for Self-Supervised Representation Learning on Text-Attributed Graphs☆14Updated 4 months ago