minjiyoon / MMGLLinks
Multimodal Graph Learning: how to encode multiple multimodal neighbors with their relations into LLMs
☆62Updated last year
Alternatives and similar repositories for MMGL
Users that are interested in MMGL are comparing it to the libraries listed below
Sorting:
- [ICML2024] "LLaGA: Large Language and Graph Assistant", Runjin Chen, Tong Zhao, Ajay Jaiswal, Neil Shah, Zhangyang Wang☆124Updated 10 months ago
- ☆28Updated last year
- The source code of ICLR 2025 "Beyond Graphs: Can Large Language Models Comprehend Hypergraphs?"☆33Updated 5 months ago
- A framework to empover LLMs on graph reasoning and generation. Refer to our paper: https://arxiv.org/pdf/2402.08785.pdf☆78Updated 11 months ago
- Edgeformers: Graph-Empowered Transformers for Representation Learning on Textual-Edge Networks (ICLR 2023)☆67Updated last year
- [KDD'2024] "HiGPT: Heterogenous Graph Language Models"☆132Updated last year
- ☆27Updated 10 months ago
- ☆93Updated 2 years ago
- Official implementation of paper "Efficient Tuning and Inference for Large Language Models on Textual Graphs"☆33Updated last year
- GFT: Graph Foundation Model with Transferable Tree Vocabulary, NeurIPS 2024.☆47Updated last month
- ☆78Updated 8 months ago
- The benchmark proposed in paper: GraphInstruct: Empowering Large Language Models with Graph Understanding and Reasoning Capability☆20Updated last year
- A curated list of papers and resources about multimodal learning on graphs.☆32Updated 4 months ago
- Official implementation of GraphCLIP: Enhancing Transferability in Graph Foundation Models for Text-Attributed Graphs☆50Updated 4 months ago
- A comprehensive benchmark of Graph Structure Learning (NeurIPS 2023 Datasets and Benchmarks Track)☆118Updated last year
- [ICML 2025] Official implementation for paper "A Comprehensive Analysis on LLM-based Node Classification Algorithms"☆55Updated 2 weeks ago
- GraphAny: Fully-inductive Node Classification on Arbitrary Graphs☆141Updated 5 months ago
- ☆19Updated last year
- ☆89Updated last year
- [ICLR 2024] VQGraph: Rethinking Graph Representation Space for Bridging GNNs and MLPs☆100Updated last year
- ☆32Updated last year
- Sandbox to analysis and benchmarking Graph Transformer Neural Networks☆34Updated 2 years ago
- Graph Self-Supervised Learning Toolkit☆35Updated 3 weeks ago
- ☆38Updated last year
- PyTorch implementation of GraphGLOW: Universal and Generalizable Structure Learning for Graph Neural Networks☆36Updated 2 years ago
- Official Repo of SimTeG☆42Updated last year
- PyGDA is a Python library for Graph Domain Adaptation☆61Updated 4 months ago
- A collection of AWESOME language modeling techniques on tabular data applications.☆32Updated 9 months ago
- [NeurIPS 2024 🔥] TEG-DB: A Comprehensive Dataset and Benchmark of Textual-Edge Graphs☆40Updated 6 months ago
- GraphTranslator:Aligning Graph Model to Large Language Model for Open-ended Tasks☆104Updated 10 months ago