LUOyk1999 / tunedGNNLinks
[NeurIPS 2024] Implementation of "Classic GNNs are Strong Baselines: Reassessing GNNs for Node Classification"
☆141Updated last week
Alternatives and similar repositories for tunedGNN
Users that are interested in tunedGNN are comparing it to the libraries listed below
Sorting:
- [ICML 2023] An official source code for paper "Dink-Net: Neural Clustering on Large Graphs".☆227Updated last year
- The official implementation for NeurIPS2023 paper "SGFormer: Simplifying and Empowering Transformers for Large-Graph Representations"☆243Updated 9 months ago
- [ICML 2025] Implementation of "Can Classic GNNs Be Strong Baselines for Graph-level Tasks? Simple Architectures Meet Excellence"☆34Updated last week
- Code for EMNLP2023 paper "MolCA: Molecular Graph-Language Modeling with Cross-Modal Projector and Uni-Modal Adapter".☆82Updated last year
- Official implementation of 'All in One and One for All: A Simple yet Effective Method towards Cross-domain Graph Pretraining' published i…☆39Updated 7 months ago
- The official implement of SIGKDD'24 paper: ZeroG: Investigating Cross-dataset Zero-shot Transferability in Graphs☆29Updated 9 months ago
- [IJCAI 2024] Papers about graph reduction including graph coarsening, graph condensation, graph sparsification, graph summarization, etc.☆155Updated this week
- ☆176Updated last year
- [AAAI 2023] An official source code for paper Hard Sample Aware Network for Contrastive Deep Graph Clustering.☆215Updated 2 years ago
- NIPS 24: Text-space Graph Foundation Models: Comprehensive Benchmarks and New Insights☆44Updated 5 months ago
- [AAAI 2022] An official source code for paper Deep Graph Clustering via Dual Correlation Reduction.☆197Updated 2 years ago
- A Critical Look at the Evaluation of GNNs under Heterophily: Are We Really Making Progress?☆116Updated 2 years ago
- Long-range Meta-path Search through Progressive Sampling on Large-scale Heterogeneous Information Networks☆16Updated 5 months ago
- The official implement of NeurIPS'24 Datasets and Benchmarks Track paper: GLBench: A Comprehensive Benchmark for Graphs with Large Langua…☆59Updated 7 months ago
- Papers about Graph Contrastive Learning and Graph Self-supervised Learning on Graphs with Heterophily☆37Updated last year
- Label-free Node Classification on Graphs with Large Language Models (LLMS)☆80Updated last year
- A collection of papers on Graph Structural Learning (GSL)☆54Updated last year
- [ICLR 2024] VQGraph: Rethinking Graph Representation Space for Bridging GNNs and MLPs☆98Updated last year
- Comprehensive Benchmark Dataset for Dynamic Text-Attributed Graphs☆32Updated 6 months ago
- Benchmark☆98Updated last year
- ☆54Updated 8 months ago
- [NeurIPS 2024 🔥] TEG-DB: A Comprehensive Dataset and Benchmark of Textual-Edge Graphs☆39Updated 4 months ago
- Awesome Graph Condensation Papers, TKDE'25 paper: Graph Condensation: A Survey.☆42Updated 2 weeks ago
- Official Implementation of ICLR 2024 paper "Harnessing Explanations: LLM-to-LM Interpreter for Enhanced Text-Attributed Graph Representat…☆231Updated last month
- A Survey of Learning from Graphs with Heterophily☆140Updated 3 months ago
- ☆21Updated 8 months ago
- A PyTorch implementation of "Can Large Language Models Improve the Adversarial Robustness of Graph Neural Networks?" (KDD 2025)☆21Updated last month
- Kolmogorov Arnold Networks (KANs) for Graph Neural Networks (GNNs) and Tasks on Graphs☆60Updated 7 months ago
- [ICML 2025] Official implementation for paper "A Comprehensive Analysis on LLM-based Node Classification Algorithms"☆37Updated 2 weeks ago
- A fundational graph learning framework that solves cross-domain/cross-task classification problems using one model.☆216Updated last year