Fedzbar / laser-release
☆10Updated 8 months ago
Related projects ⓘ
Alternatives and complementary repositories for laser-release
- ☆41Updated 2 years ago
- Main code for "Revisiting over-smoothing and over-squashing using the Ollivier-Ricci curvature" paper☆14Updated last year
- Official implementation for paper: Probabilistically Rewired Message-Passing Neural Networks, accepted at ICLR 2024.☆16Updated 4 months ago
- Gradient gating (ICLR 2023)☆52Updated last year
- ☆17Updated 5 months ago
- Official repository for On Over-Squashing in Message Passing Neural Networks (ICML 2023)☆14Updated last year
- ☆30Updated 11 months ago
- A Critical Look at the Evaluation of GNNs under Heterophily: Are We Really Making Progress?☆99Updated last year
- List of papers on NeurIPS2023☆88Updated last year
- 🐼PANDA: Expanded Width-Aware Message Passing Beyond Rewiring, ICML 2024☆18Updated 2 months ago
- Graph Neural Convection-Diffusion with Heterophily☆11Updated last year
- ☆40Updated 3 months ago
- Code of "Analyzing the Expressive Power of Graph Neural Networks in a Spectral Perspective" paper published in ICLR2021☆45Updated 3 years ago
- Code and dataset to test empirically the expressive power of graph pooling operators.☆33Updated last year
- Papers about developing DL methods on disassortative graphs☆48Updated 2 years ago
- ☆21Updated 7 months ago
- A Note On Over-Smoothing for Graph Neural Network☆18Updated 4 years ago
- Graph Structured Neural Network☆38Updated 2 years ago
- Energetic GraphNeural Networks (EGNN) implementation based on Dirichlet Energy Constrained Learning.☆24Updated 3 years ago
- ☆44Updated last month
- It is a comprehensive resource hub compiling all graph papers accepted at the International Conference on Learning Representations (ICLR)…☆78Updated last week
- List of papers on ICML2023.☆55Updated last year
- A List of Papers on Theoretical Foundations of Graph Neural Networks☆24Updated last year
- Codes for "Two Sides of the Same Coin: Heterophily and Oversmoothing in Graph Convolutional Neural Networks"☆36Updated last year
- The code repository of "Towards Deep Attention in Graph Neural Networks: Problems and Remedies," published in ICML 2023.☆28Updated 5 months ago
- ☆54Updated 3 years ago
- This repo contains a reference implementation for the paper "Breaking the Limit of Graph Neural Networks by Improving the Assortativity o…☆32Updated 2 years ago
- ☆28Updated 3 years ago
- [WWW 2021 GLB] New Benchmarks for Learning on Non-Homophilous Graphs☆111Updated 3 years ago
- PyTorch implementation of BGRL (https://arxiv.org/abs/2102.06514)☆82Updated last year