beabevi / ESAN
Equivariant Subgraph Aggregation Networks (ICLR 2022 Spotlight)
☆89Updated last year
Alternatives and similar repositories for ESAN:
Users that are interested in ESAN are comparing it to the libraries listed below
- SignNet and BasisNet☆97Updated last year
- Understanding and Extending Subgraph GNNs by Rethinking their Symmetries (NeurIPS 2022 Oral)☆41Updated 2 years ago
- ☆156Updated 3 years ago
- ☆40Updated 2 years ago
- Official repository for the paper "On Evaluation Metrics for Graph Generative Models"☆25Updated 3 years ago
- Long Range Graph Benchmark, NeurIPS 2022 Track on D&B☆158Updated last year
- Code and dataset to test empirically the expressive power of graph pooling operators presented as presented at NeurIPS 2023☆37Updated last year
- Implementation of Directional Graph Networks in PyTorch and DGL☆118Updated 4 years ago
- Code for our paper "Attending to Graph Transformers"☆86Updated last year
- Code for the paper: "On the Bottleneck of Graph Neural Networks and Its Practical Implications"☆94Updated 3 years ago
- Source code for From Stars to Subgraphs (ICLR 2022)☆70Updated last year
- Topological Graph Neural Networks (ICLR 2022)☆123Updated 2 years ago
- Graph Positional and Structural Encoder☆48Updated 3 months ago
- Official Implementation of "GRPE: Relative Positional Encoding for Graph Transformer"☆56Updated 2 years ago
- Official implementation for the paper: Permutation Invariant Graph Generation via Score-Based Generative Modeling☆110Updated last year
- Hierarchical Inter-Message Passing for Learning on Molecular Graphs☆79Updated 3 years ago
- Gradient gating (ICLR 2023)☆53Updated last year
- GraphCON (ICML 2022)☆59Updated 2 years ago
- Code for the ICLR 2019 paper "Invariant and Equiovariant Graph Networks"☆24Updated 4 years ago
- A collection of papers studying/improving the expressiveness of graph neural networks (GNNs)☆125Updated last year
- Implementation of the Paper "Permutation-Invariant Variational Autoencoder for Graph-Level Representation Learning" by Robin Winter, Fran…☆42Updated 2 years ago
- A library for subgraph GNN based on pyg☆41Updated 5 months ago
- ☆31Updated last year
- Reference implementation for SPECTRE: Spectral Conditioning Helps to Overcome the Expressivity Limits of One-shot Graph Generators (ICML …☆26Updated 2 years ago
- Official repository for the paper "Improving Graph Neural Network Expressivity via Subgraph Isomorphism Counting" (TPAMI'22) https://arxi…☆100Updated 3 years ago
- Message Passing Neural Networks for Simplicial and Cell Complexes☆161Updated last year
- ☆94Updated 2 years ago
- Graph Posterior Network: Bayesian Predictive Uncertainty for Node Classification (NeurIPS 2021)☆42Updated 2 years ago
- Official Pytorch Implementation of GraphiT☆109Updated 3 years ago
- ☆27Updated 3 years ago