lrnzgiusti / on-oversquashing

Related projects ⓘ

Alternatives and complementary repositories for on-oversquashing

• BorgwardtLab / filtration_curves
  Code for the KDD 2021 paper 'Filtration Curves for Graph Representation'
  ☆18Updated last year
• jctops / understanding-oversquashing
  ☆41Updated 2 years ago
• ggoh29 / Simplicial-neural-network-benchmark
  Simplicial neural network benchmarking software
  ☆17Updated 2 years ago
• RPaolino / fLode
  ☆17Updated 11 months ago
• clabat9 / Tangent-Bundle-Neural-Networks
  Codes for the Numerical Results of the paper "Tangent Bundle Neural Networks: from Manifolds to Celullar Sheaves and Back"
  ☆11Updated last year
• ZZYSonny / PlanE
  Implementation of the BasePlanE models and the experiments from the NeurIPS 2023 paper "PlanE: Representation Learning over Planar Graphs…
  ☆12Updated 9 months ago
• toenshoff / LRGB
  ☆21Updated 7 months ago
• snap-stanford / conformalized-gnn
  Uncertainty Quantification over Graph with Conformalized Graph Neural Networks (NeurIPS 2023)
  ☆72Updated last year
• FilippoMB / The-expressive-power-of-pooling-in-GNNs
  Code and dataset to test empirically the expressive power of graph pooling operators.
  ☆33Updated last year
• twitter-research / neural-sheaf-diffusion
  ☆68Updated last year
• nec-research / Adaptive-Message-Passing
  Official Repository of Adaptive Message Passing
  ☆15Updated 7 months ago
• BenGutteridge / DRew
  ☆30Updated 11 months ago
• MichailChatzianastasis / GOAT
  Official Code Repository for the paper "Graph Ordering Attention Networks"
  ☆20Updated 11 months ago
• stefaniaebli / simplicial_neural_networks
  Simplicial neural networks (SNNs), a generalization of graph neural networks to data that live on a class of topological spaces called si…
  ☆74Updated 3 years ago
• tk-rusch / GraphCON
  GraphCON (ICML 2022)
  ☆58Updated 2 years ago
• lrnzgiusti / can
  Official repository for Cell Attention Networks
  ☆14Updated 10 months ago
• tk-rusch / gradientgating
  Gradient gating (ICLR 2023)
  ☆52Updated last year
• GraphPKU / PygHO
  A library for subgraph GNN based on pyg
  ☆39Updated 5 months ago
• G-Taxonomy-Workgroup / GPSE
  Graph Positional and Structural Encoder
  ☆42Updated this week
• lrnzgiusti / Simplicial-Attention-Networks
  Official Repository for Simplicial Attention Networks
  ☆26Updated last year
• FilippoMB / Total-variation-graph-neural-networks
  Pytorch and Tensorflow implementation of TVGNN, presented at ICML 2023.
  ☆20Updated 9 months ago
• GraphFramEx / graphframex
  GraphFramEx: a systematic evaluation framework for explainability methods on GNNs
  ☆37Updated 7 months ago
• AdrianArnaiz / DiffWire
  DiffWire: Inductive Graph Rewiring via the Lovász Bound. In Proceedings of the First Learning on Graphs Conference. 2022. Adrian Arnaiz-R…
  ☆17Updated last year
• navid-naderi / WEGL
  The implementation code for our paper Wasserstein Embedding for Graph Learning (ICLR 2021).
  ☆30Updated 3 years ago
• balcilar / gnn-spectral-expressive-power
  Code of "Analyzing the Expressive Power of Graph Neural Networks in a Spectral Perspective" paper published in ICLR2021
  ☆45Updated 3 years ago
• xiongbo010 / QGCN
  PyTorch implementation of Pseudo-Riemannian Graph Convolutional Networks (NeurIPS'22))
  ☆15Updated 4 months ago
• Chen-Cai-OSU / GNN-Over-Smoothing
  A Note On Over-Smoothing for Graph Neural Network
  ☆18Updated 4 years ago
• Fedzbar / laser-release
  ☆10Updated 8 months ago
• BorgwardtLab / ggme
  Official repository for the ICLR 2022 paper "Evaluation Metrics for Graph Generative Models: Problems, Pitfalls, and Practical Solutions"…
  ☆14Updated 2 years ago
• nkeriven / random-graph-gnn
  ☆12Updated 3 years ago