mengliu1998 / awesome-expressive-gnn
A collection of papers studying/improving the expressiveness of graph neural networks (GNNs)
☆124Updated 10 months ago
Related projects: ⓘ
- Equivariant Subgraph Aggregation Networks (ICLR 2022 Spotlight)☆85Updated last year
- Code for our paper "Attending to Graph Transformers"☆76Updated 9 months ago
- List of papers on NeurIPS2023☆87Updated 10 months ago
- Long Range Graph Benchmark, NeurIPS 2022 Track on D&B☆150Updated 9 months ago
- This repository holds code and other relevant files for the Learning on Graphs 2022 tutorial "Graph Rewiring: From Theory to Applications…☆52Updated last year
- ☆142Updated 3 years ago
- ☆170Updated 10 months ago
- ☆41Updated 2 years ago
- All graph/GNN papers accepted at the International Conference on Machine Learning (ICML) 2024.☆146Updated 3 months ago
- ☆73Updated 10 months ago
- List of papers on ICML2023.☆54Updated last year
- GraphXAI: Resource to support the development and evaluation of GNN explainers☆159Updated 3 months ago
- code for Graph Neural Networks for Link Prediction with Subgraph Sketching https://arxiv.org/abs/2209.15486☆87Updated 8 months ago
- Implementation of Directional Graph Networks in PyTorch and DGL☆114Updated 3 years ago
- ☆89Updated last year
- Message Passing Neural Networks for Simplicial and Cell Complexes☆151Updated last year
- It is a comprehensive resource hub compiling all graph papers accepted at the International Conference on Learning Representations (ICLR)…☆69Updated 5 months ago
- Code for the paper: "On the Bottleneck of Graph Neural Networks and Its Practical Implications"☆91Updated 2 years ago
- here you can find the material used for our Tutorials☆93Updated 2 years ago
- Transformer-based Spectral Graph Neural Networks☆67Updated 5 months ago
- SignNet and BasisNet☆93Updated last year
- Source code for GNN-LSPE (Graph Neural Networks with Learnable Structural and Positional Representations), ICLR 2022☆236Updated 2 years ago
- Graph Data Augmentation Library for PyTorch Geometric☆128Updated 2 years ago
- Gradient gating (ICLR 2023)☆51Updated last year
- Understanding and Extending Subgraph GNNs by Rethinking their Symmetries (NeurIPS 2022 Oral)☆39Updated last year
- This is an official implementation for "GRIT: Graph Inductive Biases in Transformers without Message Passing".☆97Updated last month
- Topological Graph Neural Networks (ICLR 2022)☆109Updated 2 years ago
- ☆74Updated 2 years ago
- Source code for From Stars to Subgraphs (ICLR 2022)☆62Updated 5 months ago
- [TPAMI 2022] "Bag of Tricks for Training Deeper Graph Neural Networks A Comprehensive Benchmark Study" by Tianlong Chen*, Kaixiong Zhou*,…☆125Updated 2 years ago