Code and dataset to test empirically the expressive power of graph pooling operators presented as presented at NeurIPS 2023
☆34Nov 8, 2023Updated 2 years ago
Alternatives and similar repositories for The-expressive-power-of-pooling-in-GNNs
Users that are interested in The-expressive-power-of-pooling-in-GNNs are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- The library for pooling in Graph Neural Networks made for Pytorch Geometric☆61Apr 21, 2026Updated 4 months ago
- Official repository for the paper "Relational Conformal Prediction for Correlated Time Series" (ICML 2025)☆18Jul 7, 2025Updated last year
- Pytorch (PyG) and Tensorflow (Keras/Spektral) implementation of Total Variation Graph Neural Network (TVGNN), as presented at ICML 2023.☆20Mar 15, 2025Updated last year
- Implementation of the BNPool layer and code to reproduce the experiments in "Bayesian Nonparametric GNNs for graph pooling and clustering…☆16Apr 1, 2026Updated 5 months ago
- Official repository for the paper "Causally reliable Concept Bottleneck Models" (NeurIPS 2025)☆15Jul 27, 2025Updated 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.
- Official repository for the paper "Taming Local Effects in Graph-based Spatiotemporal Forecasting" (NeurIPS 2023)☆25Apr 1, 2025Updated last year
- Official repository for the paper "Graph-based Forecasting with Missing Data through Spatiotemporal Downsampling" (ICML 2024)☆17Mar 3, 2025Updated last year
- Official repository for the wind forecasting experiments reported in the paper "PeakWeather: MeteoSwiss Weather Station Measurements for …☆17Feb 5, 2026Updated 7 months ago
- Official repository for the paper "Graph-based Time Series Clustering for End-to-End Hierarchical Forecasting" (ICML 2024)☆25Jul 25, 2024Updated 2 years ago
- Official reference implementation of our paper "Temporal Graph ODEs for Irregularly-Sampled Time Series" accepted at IJCAI 24☆22Apr 17, 2025Updated last year
- Code for "Hierarchical Representation Learning in Graph Neural Networks with Node Decimation Pooling" (TNNLS 2020).☆23Dec 9, 2020Updated 5 years ago
- Synthetic graph generator☆13Nov 7, 2023Updated 2 years ago
- Presented as tutorial at the Second Learning on Graphs Conference (LoG 2023)☆16Dec 2, 2023Updated 2 years ago
- Code for "Understanding Pooling in Graph Neural Networks" (TNNLS 2022).☆61Jun 2, 2022Updated 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.
- The official repository for the paper "Deep learning for dynamic graphs: models and benchmarks" accepted at IEEE TNNLS☆27Jul 10, 2024Updated 2 years ago
- A library for soft differentiable relaxations of common PyTorch functions.☆81Jun 28, 2026Updated 2 months ago
- Official repository for the paper "Sparse Graph Learning from Spatiotemporal Time Series" (JMLR 2023)☆15Dec 7, 2023Updated 2 years ago
- ☆12Jul 6, 2022Updated 4 years ago
- Temporal Graph Benchmark project repo☆262Jul 27, 2026Updated last month
- Code and data for the CIKM2021 paper "Learning Ideological Embeddings From Information Cascades"☆10Sep 8, 2021Updated 4 years ago
- Code Repository for GDSS using Graph Transformer☆17Nov 16, 2023Updated 2 years ago
- Official Code Repository for the paper "Accurate Learning of Graph Representations with Graph Multiset Pooling" (ICLR 2021)☆108Dec 10, 2021Updated 4 years ago
- The implementation for DropMessage.☆23Mar 9, 2023Updated 3 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.
- Python code associated with the paper "A Unifying Framework for Spectrum-Preserving Graph Sparsification and Coarsening'' (NeurIPS, 2019)☆16Jun 9, 2020Updated 6 years ago
- ☆13Feb 16, 2021Updated 5 years ago
- ☆11Aug 3, 2023Updated 3 years ago
- ETNgen: A temporal graph generator based on Egocentric Temporal Motifs☆15Aug 11, 2023Updated 3 years ago
- Deep learning for Text to Speech (Discussion forum: https://discourse.mozilla.org/c/tts)☆10Oct 3, 2022Updated 3 years ago
- Graph Echo State Networks for Pytorch☆25Jun 27, 2023Updated 3 years ago
- A collection of papers on Graph Structural Learning (GSL)☆58Jan 8, 2024Updated 2 years ago
- A python tool for numerically encoding protein sequences based on PSSM profile☆11Jun 25, 2021Updated 5 years ago
- Official repository for "DEnsity: Open-domain Dialogue Evaluation Metric using Density Estimation (ACL2023 Findings)"☆11May 23, 2023Updated 3 years ago
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- ☆13Nov 21, 2025Updated 9 months ago
- Research code for avalanche detection in ground-based photographs with deep learning☆14Jul 10, 2023Updated 3 years ago
- A PyTorch implementation of "Can Large Language Models Improve the Adversarial Robustness of Graph Neural Networks?" (KDD 2025)☆28Nov 6, 2025Updated 10 months ago
- The code for experiments conducted to verify the correctness of mirror learning.☆11Jun 3, 2022Updated 4 years ago
- A Library for Graph Transformer☆22May 20, 2026Updated 3 months ago
- List of papers on ICML2023.☆55Aug 28, 2023Updated 3 years ago
- ☆24Oct 11, 2022Updated 3 years ago