The official implement of SIGKDD'24 paper: ZeroG: Investigating Cross-dataset Zero-shot Transferability in Graphs
☆36Aug 8, 2024Updated last year
Alternatives and similar repositories for ZeroG
Users that are interested in ZeroG are comparing it to the libraries listed below
Sorting:
- The official implement of NeurIPS'24 Datasets and Benchmarks Track paper: GLBench: A Comprehensive Benchmark for Graphs with Large Langua…☆72Oct 28, 2024Updated last year
- Official implementation of 'All in One and One for All: A Simple yet Effective Method towards Cross-domain Graph Pretraining' published i…☆46Oct 23, 2024Updated last year
- [SIGKDD 2024] Rethinking Fair Graph Neural Networks from Re-balancing☆10Jul 15, 2024Updated last year
- The code Implementation of the paper “Universal Prompt Tuning for Graph Neural Networks”.☆25Oct 16, 2023Updated 2 years ago
- "GraphArena: Evaluating and Exploring Large Language Models on Graph Computation" in ICLR 2025☆32Mar 2, 2025Updated 11 months ago
- A curated list of awesome graph structure learning approaches☆38Nov 24, 2024Updated last year
- [ICML'24] BAT: 🚀 Boost Class-imbalanced Node Classification with <10 lines of Code | 从拓扑视角出发10行代码改善类别不平衡节点分类☆27Nov 27, 2024Updated last year
- This repository is the official implementation of "Dynamic Graph Information Bottleneck (DGIB)" accepted by the research tracks of The We…☆16Jan 27, 2024Updated 2 years ago
- A Comprehensive Benchmark of Imbalanced Graph Learning (Accepted by ICLR 2025 Spotlight)☆11Apr 17, 2025Updated 10 months ago
- PyTorch implementation of GraphGLOW: Universal and Generalizable Structure Learning for Graph Neural Networks☆36Jun 28, 2023Updated 2 years ago
- Official implementation of paper "GraphControl: Adding Conditional Control to Universal Graph Pre-trained Models for Graph Domain Transfe…☆18Jan 27, 2024Updated 2 years ago
- A fundational graph learning framework that solves cross-domain/cross-task classification problems using one model.☆244May 18, 2024Updated last year
- Augmenting Low-Resource Text Classification with Graph-Grounded Pre-training and Prompting. SIGIR-2023☆36Jan 18, 2025Updated last year
- Official implementation of paper "Efficient Tuning and Inference for Large Language Models on Textual Graphs"☆37Jun 24, 2024Updated last year
- UniGraph: Learning a Unified Cross-Domain Foundation Model for Text-Attributed Graphs (KDD'25)☆23Jun 6, 2025Updated 8 months ago
- A generative one-for-all model for joint graph language modeling☆49Jan 21, 2026Updated last month
- ☆10Nov 15, 2024Updated last year
- GFT: Graph Foundation Model with Transferable Tree Vocabulary, NeurIPS 2024.☆59May 22, 2025Updated 9 months ago
- Awesome Papers About Performing Prompting On Graphs☆421May 15, 2025Updated 9 months ago
- Official Implementation of ICLR 2024 paper "Harnessing Explanations: LLM-to-LM Interpreter for Enhanced Text-Attributed Graph Representat…☆263Apr 14, 2025Updated 10 months ago
- Codes and data for KDD 2024 Research Track paper "ProCom: A Few-shot Targeted Community Detection Algorithm"☆11Aug 15, 2024Updated last year
- Qualifying Exam Preparing☆16May 7, 2025Updated 9 months ago
- ☆26Mar 21, 2024Updated last year
- Code for "Position-aware Structure Learning for Graph Topology-imbalance by Relieving Under-reaching and Over-squashing"☆15Oct 1, 2023Updated 2 years ago
- GraphAlign: Pretraining One Graph Neural Network on Multiple Graphs via Feature Alignment☆18Sep 17, 2024Updated last year
- G-Refer: Graph Retrieval-Augmented Large Language Model for Explainable Recommendation☆20Mar 5, 2025Updated 11 months ago
- Label-free Node Classification on Graphs with Large Language Models (LLMS)☆92Nov 24, 2023Updated 2 years ago
- ☆34Aug 23, 2024Updated last year
- [ICLR 2024] VQGraph: Rethinking Graph Representation Space for Bridging GNNs and MLPs☆103Mar 12, 2024Updated last year
- [CIKM2023] GiGaMA: Generalizable Graph Masked Autoencoder via Collaborative Latent Space Reconstruction☆18Aug 31, 2023Updated 2 years ago
- Code of GraphAdapter☆17Mar 21, 2024Updated last year
- ☆20Apr 10, 2025Updated 10 months ago
- A curated list of resources for OOD detection with graph data.☆19Dec 30, 2023Updated 2 years ago
- A curated list of papers and code related to class-imbalanced learning on graphs (CILG).☆44Jan 18, 2025Updated last year
- ☆16Dec 21, 2023Updated 2 years ago
- A curated collection of research papers exploring the utilization of LLMs for graph-related tasks.☆645Mar 21, 2025Updated 11 months ago
- InstructG2I: Synthesizing Images from Multimodal Attributed Graphs (NeurIPs 2024)☆20Oct 17, 2024Updated last year
- the code of MoG☆19Aug 6, 2024Updated last year
- Wiener Graph Deconvolutional Network Improves Self-Supervised Learning in AAAI 2023☆18Apr 3, 2024Updated last year