[ICLR 2024 Oral] Beyond Weisfeiler-Lehman: A Quantitative Framework for GNN Expressiveness.
☆17Jan 19, 2024Updated 2 years ago
Alternatives and similar repositories for homomorphism-expressivity
Users that are interested in homomorphism-expressivity are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- ☆28Jun 12, 2024Updated 2 years ago
- [ICLR 2023 notable top-5%] Rethinking the Expressive Power of GNNs via Graph Biconnectivity (official implementation)☆104Jul 25, 2023Updated 3 years ago
- Code for "Towards Revealing the Mystery behind Chain of Thought: a Theoretical Perspective"☆21Jul 16, 2023Updated 3 years ago
- Learning energy decompositions for partial inference in GFlowNets☆16Jun 4, 2024Updated 2 years ago
- ☆17Jun 19, 2026Updated 3 months ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- Source code for From Stars to Subgraphs (ICLR 2022)☆72Mar 27, 2024Updated 2 years ago
- Code for the NeurIPS 2020 paper "Improved analysis of clippind algorithms for non-convex optimization", including various clipping algori…☆10Feb 17, 2021Updated 5 years ago
- Understanding and Extending Subgraph GNNs by Rethinking their Symmetries (NeurIPS 2022 Oral)☆42Jan 30, 2023Updated 3 years ago
- ☆13Aug 19, 2024Updated 2 years ago
- The codebase and datasets for the IJCAI 2021 paper "The Surprising Power of Graph Neural Networks with Random Node Initialization".☆22Jun 3, 2021Updated 5 years ago
- The official PyTorch implementation of "An Attentional Multi-scale Co-evolving Model for Dynamic Link Prediction" (TheWebConf'23)☆11May 4, 2023Updated 3 years ago
- Implementation of the paper "A New Perspective on the Effects of Spectrum in Graph Neural Networks"☆17Jun 17, 2022Updated 4 years ago
- ☆12Sep 17, 2022Updated 4 years ago
- [ICLR 2024 Spotlight] Official Implementation of "Enabling Efficient Equivariant Operations in the Fourier Basis via Gaunt Tensor Product…☆74Nov 2, 2024Updated last year
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- 3D-MolT5: Leveraging Discrete Structural Information for Molecule-Text Modeling (ICLR 2025)☆20Oct 23, 2025Updated 10 months ago
- This repo contains code for our NeurIPS 2023 spotlight paper: Evaluating and Inducing Personality in Pre-trained Language Models☆59Dec 7, 2023Updated 2 years ago
- ☆15Jun 18, 2025Updated last year
- This is the code of paper: Robust Mid-Pass Filtering Graph Convolutional Networks.(paper accepted by WWW2023)☆13Feb 17, 2023Updated 3 years ago
- ☆12Jul 8, 2022Updated 4 years ago
- The implementation for our paper "Slate-Aware Ranking for Recommendation" accepted by WSDM.23☆16Dec 13, 2022Updated 3 years ago
- virtual node analysis on ogb benchmark dataset☆14Mar 9, 2023Updated 3 years ago
- PyTorch implementation for our paper "Improving GFlowNets for Text-to-Image Diffusion Alignment."☆31Sep 11, 2026Updated last week
- Mixture Density Network Demo in Pytorch☆14Sep 17, 2018Updated 8 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- A Note On Over-Smoothing for Graph Neural Network☆20Jun 29, 2020Updated 6 years ago
- ☆32May 14, 2026Updated 4 months ago
- ☆14Jul 4, 2022Updated 4 years ago
- Repository for "Generative Flow Networks as Entropy-Regularized RL" (AISTATS-2024, Oral)☆41Apr 21, 2024Updated 2 years ago
- Pytorch Implementation of Rethinking Graph Neural Architecture Search from Message-passing (CVPR'21)☆54May 4, 2022Updated 4 years ago
- This is our implementation of IntEL-Intent-aware Ranking Ensemble for Personalized Recommendation (SIGIR2023)☆24Nov 17, 2023Updated 2 years ago
- Graph Learning of INTER-protein contacts☆11Feb 20, 2022Updated 4 years ago
- Random walk unit with memory☆21Sep 26, 2024Updated last year
- ☆58Oct 29, 2021Updated 4 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- [NeurIPS'23 Spotlight] Learning Probabilistic Symmetrization for Architecture Agnostic Equivariance (LPS), in PyTorch☆31Apr 13, 2024Updated 2 years ago
- Extract features and bounding boxes using the original Bottom-up Attention Faster-RCNN in a few lines of Python code☆11Sep 18, 2022Updated 4 years ago
- [ICLR 2024] Neural Spectral Methods: Self-supervised learning in the spectral domain.☆48Jan 31, 2024Updated 2 years ago
- Code for GBK-GNN (paper accepted by WWW2022)☆17Jun 16, 2022Updated 4 years ago
- How does Heterophily Impact the Robustness of Graph Neural Networks? Theoretical Connections and Practical Implications (KDD'22)☆13Jul 24, 2022Updated 4 years ago
- Code for "Weisfeiler and Leman go sparse: Towards higher-order graph embeddings"☆21Jan 27, 2022Updated 4 years ago
- Contrastive Learning with Model Augmentation☆18Jun 2, 2026Updated 3 months ago