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@RelationalML

Relational Machine Learning Lab

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  1. PlantNSeek PlantNSeek Public

    Repository to the paper "Plant 'n' Seek: Can you find the winning ticket?" (ICLR 2022)

    Python 5

  2. SpectralPruningBraess SpectralPruningBraess Public

    Forked from AdarshMJ/SpectralPruningBraess

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

    Python 3 1

  3. LT-existence LT-existence Public

    IMCL 2022 paper "Convolutional and Residual Networks Provably Contain Lottery Tickets" and NeurIPS 2022 paper "Most Activation Functions Can Win the Lottery Without Excessive Depth"

    Python 2

  4. sparse_to_sparse sparse_to_sparse Public

    ICML 2023 paper "Why Random Pruning Is All We Need to Start Sparse"

    Python 2

  5. UniversalLT UniversalLT Public

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

    Python 1

  6. relationalml.github.io relationalml.github.io Public

    SCSS 1

Repositories

Showing 10 of 13 repositories
  • relationalml.github.io Public
    RelationalML/relationalml.github.io’s past year of commit activity
    SCSS 1 0 0 0 Updated Mar 17, 2025
  • ComFy Public Forked from AdarshMJ/ComFy

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

    RelationalML/ComFy’s past year of commit activity
    Python 1 MIT 1 0 0 Updated Feb 7, 2025
  • SpectralPruningBraess Public Forked from AdarshMJ/SpectralPruningBraess

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

    RelationalML/SpectralPruningBraess’s past year of commit activity
    Python 3 MIT 3 0 0 Updated Nov 22, 2024
  • Dynamic_Rescaling_GAT Public

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

    RelationalML/Dynamic_Rescaling_GAT’s past year of commit activity
    Python 0 0 0 0 Updated Oct 29, 2024
  • TurboPrune Public Forked from nelaturuharsha/TurboPrune

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

    RelationalML/TurboPrune’s past year of commit activity
    Python 0 Apache-2.0 1 0 0 Updated Jun 15, 2024
  • GATE Public

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

    RelationalML/GATE’s past year of commit activity
    Python 0 0 0 0 Updated May 15, 2024
  • GAT_Balanced_Initialization Public

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

    RelationalML/GAT_Balanced_Initialization’s past year of commit activity
    Python 0 0 0 0 Updated Jan 10, 2024
  • BaselineGNNs Public
    RelationalML/BaselineGNNs’s past year of commit activity
    Python 0 MIT 0 0 0 Updated Nov 9, 2023
  • sparse_to_sparse Public

    ICML 2023 paper "Why Random Pruning Is All We Need to Start Sparse"

    RelationalML/sparse_to_sparse’s past year of commit activity
    Python 2 0 2 0 Updated Aug 18, 2023
  • LT-existence Public

    IMCL 2022 paper "Convolutional and Residual Networks Provably Contain Lottery Tickets" and NeurIPS 2022 paper "Most Activation Functions Can Win the Lottery Without Excessive Depth"

    RelationalML/LT-existence’s past year of commit activity
    Python 2 0 0 0 Updated Jul 12, 2022
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