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:
- SignNet and BasisNet☆101Updated 2 years ago
- Long Range Graph Benchmark, NeurIPS 2022 Track on D&B☆159Updated last year
- Graph Positional and Structural Encoder☆53Updated 8 months ago
- ☆155Updated 4 years ago
- Implementation of Directional Graph Networks in PyTorch and DGL☆117Updated 4 years ago
- A collection of papers studying/improving the expressiveness of graph neural networks (GNNs)☆124Updated last year
- Code for our paper "Attending to Graph Transformers"☆91Updated last year
- Code and dataset to test empirically the expressive power of graph pooling operators presented as presented at NeurIPS 2023☆36Updated last year
- Gradient gating (ICLR 2023)☆53Updated 2 years ago
- ☆42Updated 3 years ago
- Official Pytorch Implementation of GraphiT☆109Updated 4 years ago
- Code for the paper: "On the Bottleneck of Graph Neural Networks and Its Practical Implications"☆97Updated 3 years ago
- Topological Graph Neural Networks (ICLR 2022)☆122Updated 3 years ago
- ☆31Updated last year
- Source code for From Stars to Subgraphs (ICLR 2022)☆71Updated last year
- Rex Ying's Ph.D. Thesis, Stanford University☆41Updated 3 years ago
- Understanding and Extending Subgraph GNNs by Rethinking their Symmetries (NeurIPS 2022 Oral)☆41Updated 2 years ago
- Official Implementation of "GRPE: Relative Positional Encoding for Graph Transformer"☆61Updated 3 years ago
- GraphCON (ICML 2022)☆59Updated 3 years ago
- Message Passing Neural Networks for Simplicial and Cell Complexes☆164Updated 2 years ago
- A library for subgraph GNN based on pyg☆40Updated 10 months ago
- Official repository for the paper "On Evaluation Metrics for Graph Generative Models"☆25Updated 3 years ago
- Source code for GNN-LSPE (Graph Neural Networks with Learnable Structural and Positional Representations), ICLR 2022☆264Updated 3 years ago
- All graph/GNN papers accepted at NeurIPS 2024.☆82Updated 10 months ago
- Hierarchical Inter-Message Passing for Learning on Molecular Graphs☆80Updated 3 years ago
- [ICLR 2023 notable top-5%] Rethinking the Expressive Power of GNNs via Graph Biconnectivity (official implementation)☆104Updated 2 years ago
- Official implementation for the paper: Permutation Invariant Graph Generation via Score-Based Generative Modeling☆112Updated 2 years ago
- ☆28Updated 4 years ago
- Official repository for the paper "Improving Graph Neural Network Expressivity via Subgraph Isomorphism Counting" (TPAMI'22) https://arxi…☆102Updated 4 years ago
- ☆58Updated 3 years ago