A fundational graph learning framework that solves cross-domain/cross-task classification problems using one model.
☆248May 18, 2024Updated last year
Alternatives and similar repositories for OneForAll
Users that are interested in OneForAll are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Official Implementation of ICLR 2024 paper "Harnessing Explanations: LLM-to-LM Interpreter for Enhanced Text-Attributed Graph Representat…☆267Apr 14, 2025Updated 11 months ago
- NIPS 24: Text-space Graph Foundation Models: Comprehensive Benchmarks and New Insights☆50Dec 21, 2024Updated last year
- Exploring the Potential of Large Language Models (LLMs) in Learning on Graphs☆318Mar 10, 2025Updated last year
- Awesome Papers About Performing Prompting On Graphs☆422May 15, 2025Updated 10 months ago
- A Unified Python Library for Graph Prompting☆579May 15, 2025Updated 10 months ago
- GFT: Graph Foundation Model with Transferable Tree Vocabulary, NeurIPS 2024.☆59May 22, 2025Updated 10 months ago
- An atlas of text-attributed graph datasets in the era of large graph and language model.☆68Dec 30, 2024Updated last year
- Benchmark☆115Apr 9, 2024Updated last year
- ☆101Jul 12, 2023Updated 2 years ago
- UniGraph: Learning a Unified Cross-Domain Foundation Model for Text-Attributed Graphs (KDD'25)☆26Jun 6, 2025Updated 9 months ago
- A generative one-for-all model for joint graph language modeling☆51Jan 21, 2026Updated 2 months ago
- Must-read papers on graph foundation models (GFMs)☆363Aug 24, 2025Updated 7 months ago
- [ICML2024] "LLaGA: Large Language and Graph Assistant", Runjin Chen, Tong Zhao, Ajay Jaiswal, Neil Shah, Zhangyang Wang☆152Sep 4, 2024Updated last year
- ☆134Apr 3, 2025Updated 11 months ago
- A curated collection of research papers exploring the utilization of LLMs for graph-related tasks.☆652Mar 21, 2025Updated last year
- Official Repo of SimTeG☆43Mar 29, 2024Updated last year
- The code Implementation of the paper “Universal Prompt Tuning for Graph Neural Networks”.☆25Oct 16, 2023Updated 2 years ago
- A framework to empover LLMs on graph reasoning and generation. Refer to our paper: https://arxiv.org/pdf/2402.08785.pdf☆80Jul 29, 2024Updated last year
- The official implement of SIGKDD'24 paper: ZeroG: Investigating Cross-dataset Zero-shot Transferability in Graphs☆36Aug 8, 2024Updated last year
- Label-free Node Classification on Graphs with Large Language Models (LLMS)☆93Nov 24, 2023Updated 2 years ago
- Papers about large graph models.☆291Mar 24, 2024Updated last year
- A curated list of papers and resources based on "Large Language Models on Graphs: A Comprehensive Survey" (TKDE)☆981Mar 2, 2025Updated last year
- GraphAny: Fully-inductive Node Classification on Arbitrary Graphs☆154Feb 3, 2025Updated last year
- ☆92Oct 23, 2023Updated 2 years ago
- A collection of AWESOME things about Graph-Related LLMs.☆2,414Nov 5, 2025Updated 4 months ago
- ☆189Mar 25, 2024Updated last year
- The official implement of NeurIPS'24 Datasets and Benchmarks Track paper: GLBench: A Comprehensive Benchmark for Graphs with Large Langua…☆73Oct 28, 2024Updated last year
- ☆50Aug 14, 2024Updated last year
- Accompanied repositories for our paper Graph foundation model☆232Nov 11, 2024Updated last year
- Official implementation of GraphCLIP: Enhancing Transferability in Graph Foundation Models for Text-Attributed Graphs☆67Feb 26, 2025Updated last year
- ☆24Dec 10, 2023Updated 2 years ago
- Language is All a Graph Needs☆268Mar 13, 2025Updated last year
- GraphLLM: Boosting Graph Reasoning Ability of Large Language Model (IEEE Transactions on Big Data)☆127Jan 29, 2026Updated last month
- [SIGIR'2024] "GraphGPT: Graph Instruction Tuning for Large Language Models"☆822Jun 25, 2024Updated last year
- The code Implementation of the paper “Universal Prompt Tuning for Graph Neural Networks”.☆37Oct 16, 2023Updated 2 years ago
- ☆63Oct 24, 2022Updated 3 years ago
- A curated list of papers on pre-training for graph neural networks (Pre-train4GNN).☆213Dec 31, 2024Updated last year
- Papers about out-of-distribution generalization on graphs.☆168Jun 5, 2023Updated 2 years ago
- [KDD'2024] "LLM4Graph: A Survey of Large Language Models for Graphs"☆368Mar 15, 2025Updated last year