Zehong-Wang / GFT
GFT: Graph Foundation Model with Transferable Tree Vocabulary, NeurIPS 2024.
☆32Updated 3 months ago
Alternatives and similar repositories for GFT:
Users that are interested in GFT are comparing it to the libraries listed below
- NIPS 24: Text-space Graph Foundation Models: Comprehensive Benchmarks and New Insights☆39Updated last month
- ☆87Updated last year
- [ICML2024] "LLaGA: Large Language and Graph Assistant", Runjin Chen, Tong Zhao, Ajay Jaiswal, Neil Shah, Zhangyang Wang☆92Updated 5 months ago
- Official Repo of SimTeG☆39Updated 10 months ago
- An atlas of text-attributed graph datasets in the era of large graph and language model.☆42Updated last month
- Official implementation of 'All in One and One for All: A Simple yet Effective Method towards Cross-domain Graph Pretraining' published i…☆32Updated 3 months ago
- Benchmark☆88Updated 10 months ago
- [NeurIPS 2024 🔥] TEG-DB: A Comprehensive Dataset and Benchmark of Textual-Edge Graphs☆32Updated last month
- Label-free Node Classification on Graphs with Large Language Models (LLMS)☆68Updated last year
- ☆23Updated 5 months ago
- [ECML-PKDD 2023] Train Your Own GNN Teacher: Graph-Aware Distillation on Textual Graphs☆29Updated last year
- Implementation of GraphPrompter (The Web Conference 2024 Short Paper)☆25Updated 10 months ago
- Official Implementation of ICLR 2024 paper "Harnessing Explanations: LLM-to-LM Interpreter for Enhanced Text-Attributed Graph Representat…☆207Updated 8 months ago
- ☆30Updated last year
- A curated list of resources for graph prompting methods☆28Updated last year
- ☆25Updated last year
- A generative one-for-all model for joint graph language modeling☆23Updated 2 months ago
- [ICLR'23] Implementation of "Empowering Graph Representation Learning with Test-Time Graph Transformation"☆56Updated last year
- A framework to empover LLMs on graph reasoning and generation. Refer to our paper: https://arxiv.org/pdf/2402.08785.pdf☆77Updated 6 months ago
- The official implement of NeurIPS'24 Datasets and Benchmarks Track paper: GLBench: A Comprehensive Benchmark for Graphs with Large Langua…☆54Updated 3 months ago
- The benchmark proposed in paper: GraphInstruct: Empowering Large Language Models with Graph Understanding and Reasoning Capability☆20Updated 11 months ago
- ☆125Updated last year
- ☆22Updated 9 months ago
- The official implement of SIGKDD'24 paper: ZeroG: Investigating Cross-dataset Zero-shot Transferability in Graphs☆24Updated 6 months ago
- The open source code for ICDM2022 paper "Unifying Graph Contrastive Learning with Flexible Contextual Scopes"☆21Updated 2 years ago
- GRENADE: Graph-Centric Language Model for Self-Supervised Representation Learning on Text-Attributed Graphs☆14Updated last month
- A curated list of publications and code about data augmentaion for graphs.☆63Updated 2 years ago
- GraphAny: Fully-inductive Node Classification on Arbitrary Graphs☆120Updated last week
- Official repository for NeurIPS'23 paper: GraphPatcher: Mitigating Degree Bias for Graph Neural Networks via Test-time Augmentation☆16Updated last year
- [ICLR 2024] VQGraph: Rethinking Graph Representation Space for Bridging GNNs and MLPs☆87Updated 11 months ago