Code and dataset to test empirically the expressive power of graph pooling operators presented as presented at NeurIPS 2023
☆35Nov 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
Sorting:
- Pytorch (PyG) and Tensorflow (Keras/Spektral) implementation of Total Variation Graph Neural Network (TVGNN), as presented at ICML 2023.☆20Mar 15, 2025Updated 11 months ago
- The library for pooling in Graph Neural Networks made for Pytorch Geometric☆37Updated this week
- Official repository for the paper "Graph-based Time Series Clustering for End-to-End Hierarchical Forecasting" (ICML 2024)☆24Jul 25, 2024Updated last year
- Simple code for the tutorial on Polynomial Nets.☆13Jan 19, 2023Updated 3 years ago
- Official repository for the paper "Taming Local Effects in Graph-based Spatiotemporal Forecasting" (NeurIPS 2023)☆24Apr 1, 2025Updated 11 months ago
- Official repository for the paper "Graph-based Forecasting with Missing Data through Spatiotemporal Downsampling" (ICML 2024)☆16Mar 3, 2025Updated last year
- Official code repository for the papers "Anti-Symmetric DGN: a stable architecture for Deep Graph Networks" accepted at ICLR 2023; "Non-D…☆15Jan 2, 2025Updated last year
- Official reference implementation of our paper "Temporal Graph ODEs for Irregularly-Sampled Time Series" accepted at IJCAI 24☆21Apr 17, 2025Updated 10 months ago
- Code for "Hierarchical Representation Learning in Graph Neural Networks with Node Decimation Pooling" (TNNLS 2020).☆23Dec 9, 2020Updated 5 years ago
- Implementation of a list sweeper: instead of the cartesian product, sweep over the zipped list☆28Mar 17, 2025Updated 11 months ago
- Synthetic graph generator☆12Nov 7, 2023Updated 2 years ago
- Code and data for the CIKM2021 paper "Learning Ideological Embeddings From Information Cascades"☆10Sep 8, 2021Updated 4 years ago
- The official repository for the paper "Deep learning for dynamic graphs: models and benchmarks" accepted at IEEE TNNLS☆26Jul 10, 2024Updated last year
- A python tool for numerically encoding protein sequences based on PSSM profile☆13Jun 25, 2021Updated 4 years ago
- A pytorch-based implementation of Dirichlet Process Mixture Model (DPMM)☆13Nov 27, 2025Updated 3 months ago
- ☆15Jul 14, 2025Updated 7 months ago
- Official repository for the paper "Scalable Spatiotemporal Graph Neural Networks" (AAAI 2023)☆50Oct 10, 2023Updated 2 years ago
- Code for "Understanding Pooling in Graph Neural Networks" (TNNLS 2022).☆60Jun 2, 2022Updated 3 years ago
- Egocentric Temporal Motifs Miner☆12Nov 9, 2021Updated 4 years ago
- ETNgen: A temporal graph generator based on Egocentric Temporal Motifs☆14Aug 11, 2023Updated 2 years ago
- ☆12Jul 6, 2022Updated 3 years ago
- Code Repository for GDSS using Graph Transformer☆17Nov 16, 2023Updated 2 years ago
- Repository for "Nearest neighbor search on embeddings rapidly identifies distant protein relations"☆13Apr 2, 2023Updated 2 years ago
- ☆13Nov 13, 2020Updated 5 years ago
- ☆31Nov 23, 2025Updated 3 months ago
- Shows some of the ways molecule generation and optimization can go wrong☆17Jul 6, 2023Updated 2 years ago
- Official repository for the paper "Sparse Graph Learning from Spatiotemporal Time Series" (JMLR 2023)☆15Dec 7, 2023Updated 2 years ago
- Code for the paper "Multi-scale Diffusion Denoised Smoothing" (NeurIPS 2023)☆15Apr 30, 2024Updated last year
- code implementation of SEP(ICML 2022)☆35Jul 19, 2022Updated 3 years ago
- [Bioinformatics 2022] Cross-Modality and Self-Supervised Protein Embedding for Compound-Protein Affinity and Contact Prediction☆16Jun 6, 2024Updated last year
- MetA-Train to Explain☆18Feb 15, 2022Updated 4 years ago
- Repo for the Tutorials of Day1-Day2 of the Nordic Probabilistic AI School 2023☆17Jun 13, 2023Updated 2 years ago
- Graph signal processing tutorial, presented at the GraphSiP summer school.☆78Jan 24, 2019Updated 7 years ago
- add codes☆20Aug 22, 2021Updated 4 years ago
- Graph Echo State Networks for Pytorch☆24Jun 27, 2023Updated 2 years ago
- IJCAI‘23 Survey Track: Papers on Graph Pooling (GNN-Pooling)☆116Mar 28, 2025Updated 11 months ago
- Temporal Graph Benchmark project repo☆250Oct 6, 2025Updated 5 months ago
- Geom3D: Geometric Modeling on 3D Structures, NeurIPS 2023☆132Jun 5, 2024Updated last year
- Python code associated with the paper "A Unifying Framework for Spectrum-Preserving Graph Sparsification and Coarsening'' (NeurIPS, 2019)☆16Jun 9, 2020Updated 5 years ago