Repositories list

• ComFy

  Public
  Codebase for "GNNs Getting ComFy: Community and Feature Similarity Guided Rewiring" (ICLR 2025)

  graph-neural-networksgraph-rewiring

  Python

  •

  MIT License

  •1•1•0•0•Updated Feb 7, 2025Feb 7, 2025

• relationalml.github.io

  Public
  academic-websiteresearch-group

  SCSS

  •0•1•0•0•Updated Feb 4, 2025Feb 4, 2025

• SpectralPruningBraess

  Public
  Codebase for "Spectral Graph Pruning Against Over-squashing and Over-smoothing" (NeurIPS 2024)

  graph-neural-networksoversmoothingoversquashing+ 1graph-rewiring

  Python

  •

  MIT License

  •1•3•0•0•Updated Nov 22, 2024Nov 22, 2024

• Dynamic_Rescaling_GAT

  Public
  Supplementary code for the paper 'Dynamic Rescaling for Training GNNs' to be published at NeurIPS 2024

  graph-attention-networksgraph-neural-networkshomophily+ 2training-dynamicsheterophily

  Python

  •0•0•0•0•Updated Oct 29, 2024Oct 29, 2024

• TurboPrune

  Public
  Harness for training/finding lottery tickets in PyTorch. With support for multiple pruning techniques and augmented by distributed training, FFCV and AMP.

  Python

  •

  Apache License 2.0

  •1•0•0•0•Updated Jun 15, 2024Jun 15, 2024

• GATE

  Public
  Supplementary code for paper 'GATE: How to Keep Out Intrusive Neighbors' to be published at ICML 2024

  graph-attention-networksgraph-neural-networksoversmoothing

  Python

  •0•0•0•0•Updated May 15, 2024May 15, 2024

• GAT_Balanced_Initialization

  Public
  Supplementary code for the paper 'Are GATs Out of Balance?' to be published at NeurIPS 2023

  gradient-flowinitializationgraph-attention-networks+ 2graph-neural-networkstraining-dynamics

  Python

  •0•0•0•0•Updated Jan 10, 2024Jan 10, 2024

• BaselineGNNs

  Public
  Python

  •

  MIT License

  •0•0•0•0•Updated Nov 9, 2023Nov 9, 2023

• sparse_to_sparse

  Public
  Python

  •0•2•2•0•Updated Aug 18, 2023Aug 18, 2023

• LT-existence

  Public
  Python

  •0•2•0•0•Updated Jul 12, 2022Jul 12, 2022

• UniversalLT

  Public
  Code accompanying the paper "On the Existence of Universal Lottery Tickets" (ICLR 2022)

  Python

  •0•1•0•0•Updated Mar 16, 2022Mar 16, 2022

• NonZeroBiases

  Public
  Python

  •0•0•0•0•Updated Mar 1, 2022Mar 1, 2022

• PlantNSeek

  Public
  Repository to the paper "Plant 'n' Seek: Can you find the winning ticket?"

  Python

  •0•5•0•0•Updated Feb 28, 2022Feb 28, 2022