Official repository for On Over-Squashing in Message Passing Neural Networks (ICML 2023)
☆16Sep 4, 2023Updated 2 years ago
Alternatives and similar repositories for on-oversquashing
Users that are interested in on-oversquashing are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- ☆19Dec 6, 2024Updated last year
- Repository of the paper "On the Trade-off between Over-smoothing and Over-squashing in Deep Graph Neural Networks" published in ACM CIKM …☆19Aug 8, 2023Updated 2 years ago
- 🐼PANDA: Expanded Width-Aware Message Passing Beyond Rewiring, ICML 2024☆23Sep 14, 2024Updated last year
- DiffWire: Inductive Graph Rewiring via the Lovász Bound. In Proceedings of the First Learning on Graphs Conference. 2022. Adrian Arnaiz-R…☆19Jan 31, 2023Updated 3 years ago
- Main code for "Revisiting over-smoothing and over-squashing using the Ollivier-Ricci curvature" paper☆18May 30, 2023Updated 3 years ago
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- Official Repository of Adaptive Message Passing☆20Jul 7, 2025Updated 11 months ago
- ☆11Dec 8, 2023Updated 2 years ago
- Differentiable Euler Characteristic Transform☆17Jun 18, 2024Updated 2 years ago
- Geometric Generative Model Tutorial at LoG 2024☆28Nov 27, 2024Updated last year
- ☆10Oct 11, 2022Updated 3 years ago
- Simplicial neural network benchmarking software☆17Jun 9, 2022Updated 4 years ago
- Official repository for Cell Attention Networks☆15Jan 11, 2024Updated 2 years ago
- ☆27Jan 14, 2025Updated last year
- Repository containing the code for Implicit Manifold Gaussian Process.☆16Aug 8, 2024Updated last year
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- This repository holds code and other relevant files for the Learning on Graphs 2022 (LoG) tutorial "Graph Rewiring: From Theory to Applic…☆54Dec 20, 2022Updated 3 years ago
- Modular Gaussian Processes☆17Dec 9, 2021Updated 4 years ago
- ☆12May 31, 2021Updated 5 years ago
- Message Passing Neural Networks for Simplicial and Cell Complexes☆169Jun 13, 2023Updated 3 years ago
- ☆97Aug 16, 2023Updated 2 years ago
- ETNgen: A temporal graph generator based on Egocentric Temporal Motifs☆14Aug 11, 2023Updated 2 years ago
- ☆42Jul 3, 2022Updated 3 years ago
- Long Range Graph Benchmark, NeurIPS 2022 Track on D&B☆165Nov 28, 2023Updated 2 years ago
- Implementation of the BasePlanE models and the experiments from the NeurIPS 2023 paper "PlanE: Representation Learning over Planar Graphs…☆13Jan 27, 2024Updated 2 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- Python implementation of the supervised graph prediction method proposed in http://arxiv.org/abs/2202.03813 using PyTorch library and POT…☆15Feb 25, 2022Updated 4 years ago
- Python package for the ICML 2022 paper "Unsupervised Ground Metric Learning Using Wasserstein Singular Vectors".☆10Sep 2, 2024Updated last year
- ☆86May 16, 2022Updated 4 years ago
- ☆16May 9, 2022Updated 4 years ago
- A Note On Over-Smoothing for Graph Neural Network☆20Jun 29, 2020Updated 5 years ago
- Representation and learning framework for dynamic graphs using Graph Neural Networks.☆12Feb 4, 2022Updated 4 years ago
- Official code for the paper `Neural Algorithmic Reasoning for Combinatorial Optimisation`☆22Apr 3, 2026Updated 2 months ago
- Official repository for the paper: "Trees with Attention for Set Prediction Tasks" (ICML21)☆10Jan 19, 2022Updated 4 years ago
- Official implementation of Fisher-Flow Matching (NeurIPS 2024).☆40Oct 23, 2024Updated last year
- GPUs on demand by Runpod - Special Offer Available • AdRun AI, ML, and HPC workloads on powerful cloud GPUs—without limits or wasted spend. Deploy GPUs in under a minute and pay by the second.
- Code for the paper "Exploiting Pretrained Biochemical Language Models for Targeted Drug Design", to appear in Bioinformatics, Proceedings…☆17Feb 26, 2024Updated 2 years ago
- ☆13Feb 16, 2021Updated 5 years ago
- Official implementation for paper: Probabilistically Rewired Message-Passing Neural Networks, accepted at ICLR 2024.☆20Jan 19, 2026Updated 4 months ago
- Official Repository for the NeurIPS 2024 paper Rough Transformers: Lightweight Continuous-Time Sequence Modelling with Path Signatures☆27Jun 14, 2025Updated last year
- Official PyTorch and JAX Implementation of "Harmonics of Learning: Universal Fourier Features Emerge in Invariant Networks"☆41Feb 1, 2024Updated 2 years ago
- ☆13Sep 8, 2021Updated 4 years ago
- ☆10Jun 13, 2021Updated 5 years ago