beabevi / ESANLinks
Equivariant Subgraph Aggregation Networks (ICLR 2022 Spotlight)
☆89Updated 2 years ago
Alternatives and similar repositories for ESAN
Users that are interested in ESAN are comparing it to the libraries listed below
Sorting:
- Long Range Graph Benchmark, NeurIPS 2022 Track on D&B☆157Updated last year
- SignNet and BasisNet☆101Updated 2 years ago
- ☆155Updated 3 years ago
- Implementation of Directional Graph Networks in PyTorch and DGL☆118Updated 4 years ago
- Graph Positional and Structural Encoder☆52Updated 6 months ago
- Code for our paper "Attending to Graph Transformers"☆89Updated last year
- Code and dataset to test empirically the expressive power of graph pooling operators presented as presented at NeurIPS 2023☆36Updated last year
- A collection of papers studying/improving the expressiveness of graph neural networks (GNNs)☆126Updated last year
- Official Implementation of "GRPE: Relative Positional Encoding for Graph Transformer"☆60Updated 2 years ago
- Gradient gating (ICLR 2023)☆53Updated 2 years ago
- ☆41Updated 3 years ago
- Message Passing Neural Networks for Simplicial and Cell Complexes☆164Updated 2 years ago
- Understanding and Extending Subgraph GNNs by Rethinking their Symmetries (NeurIPS 2022 Oral)☆41Updated 2 years ago
- Official Pytorch Implementation of GraphiT☆109Updated 4 years ago
- GraphCON (ICML 2022)☆59Updated 2 years ago
- ☆31Updated last year
- Source code for From Stars to Subgraphs (ICLR 2022)☆70Updated last year
- Official repository for the paper "On Evaluation Metrics for Graph Generative Models"☆25Updated 3 years ago
- [ICLR 2023 notable top-5%] Rethinking the Expressive Power of GNNs via Graph Biconnectivity (official implementation)☆103Updated 2 years ago
- Topological Graph Neural Networks (ICLR 2022)☆123Updated 3 years ago
- Code for the paper: "On the Bottleneck of Graph Neural Networks and Its Practical Implications"☆95Updated 3 years ago
- Official Code Repository for the paper "Score-based Generative Modeling of Graphs via the System of Stochastic Differential Equations" (I…☆173Updated last year
- Official repository for the paper "Improving Graph Neural Network Expressivity via Subgraph Isomorphism Counting" (TPAMI'22) https://arxi…☆102Updated 4 years ago
- This repository holds code and other relevant files for the Learning on Graphs 2022 tutorial "Graph Rewiring: From Theory to Applications…☆54Updated 2 years ago
- Official implementation for the paper: Permutation Invariant Graph Generation via Score-Based Generative Modeling☆111Updated 2 years ago
- ☆59Updated 3 years ago
- Source code for GNN-LSPE (Graph Neural Networks with Learnable Structural and Positional Representations), ICLR 2022☆263Updated 3 years ago
- A library for subgraph GNN based on pyg☆41Updated 8 months ago
- Rex Ying's Ph.D. Thesis, Stanford University☆41Updated 3 years ago
- Hierarchical Inter-Message Passing for Learning on Molecular Graphs☆80Updated 3 years ago