mengliu1998 / awesome-expressive-gnn
A collection of papers studying/improving the expressiveness of graph neural networks (GNNs)
☆125Updated last year
Alternatives and similar repositories for awesome-expressive-gnn
Users that are interested in awesome-expressive-gnn are comparing it to the libraries listed below
Sorting:
- Code for our paper "Attending to Graph Transformers"☆86Updated last year
- All graph/GNN papers accepted at NeurIPS 2024.☆80Updated 6 months ago
- Equivariant Subgraph Aggregation Networks (ICLR 2022 Spotlight)☆89Updated last year
- Code for the paper: "On the Bottleneck of Graph Neural Networks and Its Practical Implications"☆94Updated 3 years ago
- List of papers on NeurIPS2023☆89Updated last year
- GraphXAI: Resource to support the development and evaluation of GNN explainers☆187Updated 11 months ago
- Long Range Graph Benchmark, NeurIPS 2022 Track on D&B☆157Updated last year
- ☆87Updated last year
- Implementation of Directional Graph Networks in PyTorch and DGL☆118Updated 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
- ☆40Updated 2 years ago
- ☆156Updated 3 years ago
- List of papers on ICML2023.☆55Updated last year
- Graph Positional and Structural Encoder☆50Updated 3 months ago
- Code and dataset to test empirically the expressive power of graph pooling operators presented as presented at NeurIPS 2023☆37Updated last year
- SignNet and BasisNet☆97Updated last year
- Source code for From Stars to Subgraphs (ICLR 2022)☆70Updated last year
- Message Passing Neural Networks for Simplicial and Cell Complexes☆161Updated last year
- [TPAMI 2022] "Bag of Tricks for Training Deeper Graph Neural Networks A Comprehensive Benchmark Study" by Tianlong Chen*, Kaixiong Zhou*,…☆125Updated 3 years ago
- code for Graph Neural Networks for Link Prediction with Subgraph Sketching https://arxiv.org/abs/2209.15486☆95Updated last year
- Gradient gating (ICLR 2023)☆53Updated 2 years ago
- here you can find the material used for our Tutorials☆100Updated 3 years ago
- Rex Ying's Ph.D. Thesis, Stanford University☆42Updated 2 years ago
- A library for subgraph GNN based on pyg☆41Updated 5 months ago
- ☆176Updated last year
- Official Implementation of "GRPE: Relative Positional Encoding for Graph Transformer"☆57Updated 2 years ago
- ☆22Updated 11 months ago
- ☆94Updated 2 years ago
- List of papers on ICLR 2024☆56Updated last year
- Graph Data Augmentation Library for PyTorch Geometric☆132Updated 2 years ago