minjiyoon / MMGLLinks
Multimodal Graph Learning: how to encode multiple multimodal neighbors with their relations into LLMs
☆67Updated last year
Alternatives and similar repositories for MMGL
Users that are interested in MMGL are comparing it to the libraries listed below
Sorting:
- ☆20Updated 2 years ago
- The benchmark proposed in paper: GraphInstruct: Empowering Large Language Models with Graph Understanding and Reasoning Capability☆23Updated 5 months ago
- The source code of ICLR 2025 "Beyond Graphs: Can Large Language Models Comprehend Hypergraphs?"☆36Updated last year
- A framework to empover LLMs on graph reasoning and generation. Refer to our paper: https://arxiv.org/pdf/2402.08785.pdf☆80Updated last year
- ☆29Updated last year
- [ICML2024] "LLaGA: Large Language and Graph Assistant", Runjin Chen, Tong Zhao, Ajay Jaiswal, Neil Shah, Zhangyang Wang☆147Updated last year
- Edgeformers: Graph-Empowered Transformers for Representation Learning on Textual-Edge Networks (ICLR 2023)☆70Updated 2 years ago
- ☆100Updated 2 years ago
- [KDD'2024] "HiGPT: Heterogenous Graph Language Models"☆141Updated last year
- ☆25Updated 9 months ago
- ☆39Updated 2 years ago
- PyTorch implementation of GraphGLOW: Universal and Generalizable Structure Learning for Graph Neural Networks☆36Updated 2 years ago
- Graph Transformers for Large Graphs☆22Updated last year
- A collection of AWESOME language modeling techniques on tabular data applications.☆32Updated last year
- A curated list of papers and resources about multimodal learning on graphs.☆42Updated 11 months ago
- Codes for Paper: From Hypergraph Energy Functions to Hypergraph Neural Networks☆23Updated 2 years ago
- ☆83Updated last year
- [ACL 2024 Findings] This is the code for our paper "Knowledge-Infused Prompting: Assessing and Advancing Clinical Text Data Generation wi…☆41Updated last year
- Mining Logical Rules with Large Language Models for Knowledge Graph Reasoning with 1 dollar.☆74Updated 2 years ago
- Official implementation of paper "Efficient Tuning and Inference for Large Language Models on Textual Graphs"☆37Updated last year
- Generative Pre-trained Graph Eulerian Transformer [ICML2025]☆100Updated last month
- Official Repo of SimTeG☆43Updated last year
- [ICLR 2024] VQGraph: Rethinking Graph Representation Space for Bridging GNNs and MLPs☆103Updated last year
- The implementation of ICASSP 2024 lecture presentation paper "Hypergraph Transformer for Semi-Supervised Classification"☆20Updated last year
- GraphAny: Fully-inductive Node Classification on Arbitrary Graphs☆149Updated last year
- GFT: Graph Foundation Model with Transferable Tree Vocabulary, NeurIPS 2024.☆59Updated 8 months ago
- GraphPrompt: Unifying Pre-Training and Downstream Tasks for Graph Neural Networks☆163Updated last year
- ☆34Updated 2 years ago
- [NeurIPS 2022] "Augmentations in Hypergraph Contrastive Learning: Fabricated and Generative" by Tianxin Wei, Yuning You, Tianlong Chen, Y…☆63Updated 3 years ago
- Published as a conference paper at ICLR 2024☆28Updated last year