AaltoPML / Rethinking-pooling-in-GNNsView external linksLinks
☆62Oct 24, 2020Updated 5 years ago
Alternatives and similar repositories for Rethinking-pooling-in-GNNs
Users that are interested in Rethinking-pooling-in-GNNs are comparing it to the libraries listed below
Sorting:
- Memory-Based Graph Networks☆104Jun 22, 2022Updated 3 years ago
- IJCAI‘23 Survey Track: Papers on Graph Pooling (GNN-Pooling)☆117Mar 28, 2025Updated 10 months ago
- Code for "Understanding Pooling in Graph Neural Networks" (TNNLS 2022).☆61Jun 2, 2022Updated 3 years ago
- ☆19Feb 7, 2023Updated 3 years ago
- Random Walk Graph Neural Networks☆55Feb 21, 2021Updated 4 years ago
- ☆21Jun 15, 2021Updated 4 years ago
- Crawl traffic data from PEMS☆10Jul 19, 2021Updated 4 years ago
- Quantifying Uncertainty in Deep Spatiotemporal Forecasting☆12Mar 20, 2021Updated 4 years ago
- SATZilla SAT feature extraction tool☆11Jan 15, 2026Updated last month
- Hierarchical Multi-View Graph Pooling with Structure Learning (TKDE-2021)☆24Nov 2, 2022Updated 3 years ago
- [AAAI'22] Event-Aware Multimodal Mobility Nowcasting☆14Sep 12, 2022Updated 3 years ago
- A pytorch-based implementation of Dirichlet Process Mixture Model (DPMM)☆13Nov 27, 2025Updated 2 months ago
- The official implementation of DropGNN: Random Dropouts Increase the Expressiveness of Graph Neural Networks (NeurIPS 2021)☆26Jun 26, 2022Updated 3 years ago
- AAAI 2020 - ASAP: Adaptive Structure Aware Pooling for Learning Hierarchical Graph Representations☆102Jun 21, 2020Updated 5 years ago
- The official implementation of the Graph Barlow Twins method with the experimental pipeline☆31Oct 15, 2023Updated 2 years ago
- ☆16Apr 11, 2020Updated 5 years ago
- The Web Conference 2020: Structure-Feature based Graph Self-adaptive Pooling☆30Apr 21, 2020Updated 5 years ago
- ICLR 2021 (spotlight): Graph Convolution with Low-rank Learnable Local Filters☆16Jan 14, 2021Updated 5 years ago
- ☆31Sep 22, 2021Updated 4 years ago
- Reproduces the results of MinCutPool as presented in the 2020 ICML paper "Spectral Clustering with Graph Neural Networks for Graph Poolin…☆277Mar 15, 2025Updated 11 months ago
- ☆12Jan 29, 2022Updated 4 years ago
- 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
- Deep Supervised Graph Partitioning Model☆14Aug 3, 2021Updated 4 years ago
- Extending the Neural Graph Algorithm Executor☆13Dec 8, 2022Updated 3 years ago
- Official repository for the paper "Graph-based Forecasting with Missing Data through Spatiotemporal Downsampling" (ICML 2024)☆16Mar 3, 2025Updated 11 months ago
- Multi-sensor traffic flow forecasting.☆14Jul 23, 2022Updated 3 years ago
- Hierarchical Graph Pooling with Structure Learning☆344Jul 12, 2021Updated 4 years ago
- ☆366Jun 25, 2024Updated last year
- The code for our ICLR paper: StructPool: Structured Graph Pooling via Conditional Random Fields☆57Apr 27, 2020Updated 5 years ago
- This website is to host a series of tutorials on Deep Learning on Graphs for Natural Language Processing.☆13Sep 19, 2022Updated 3 years ago
- Compare optimized geometries and energies from various force fields with respect to a QM reference.☆13Apr 19, 2021Updated 4 years ago
- [IJCAI 2021] A PyTorch implementation of "Multi-Scale Contrastive Siamese Networks for Self-Supervised Graph Representation Learning".☆40Oct 13, 2022Updated 3 years ago
- Code and dataset to test empirically the expressive power of graph pooling operators presented as presented at NeurIPS 2023☆36Nov 8, 2023Updated 2 years ago
- Official PyTorch Implementation of SAGPool - ICML 2019☆372Nov 10, 2023Updated 2 years ago
- The implementation of our AAAI 2020 paper "GSSNN: Graph Smoothing Splines Neural Network".☆20Jul 30, 2020Updated 5 years ago
- ☆504Jan 13, 2021Updated 5 years ago
- [NeurIPS 2020] "Graph Contrastive Learning with Augmentations" by Yuning You, Tianlong Chen, Yongduo Sui, Ting Chen, Zhangyang Wang, Yang…☆621Jul 17, 2024Updated last year
- FedRay: a Research Framework for Federated Learning based on Ray☆22Nov 20, 2024Updated last year
- ☆19Feb 16, 2024Updated 2 years ago