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relationalml.github.io
PublicSpectralPruningBraess
PublicCodebase for "Spectral Graph Pruning Against Over-squashing and Over-smoothing" (NeurIPS 2024)ComFy
PublicCodebase for "GNNs Getting ComFy: Community and Feature Similarity Guided Rewiring" (ICLR 2025)Dynamic_Rescaling_GAT
PublicSupplementary code for the paper 'Dynamic Rescaling for Training GNNs' to be published at NeurIPS 2024TurboPrune
PublicGATE
PublicSupplementary code for paper 'GATE: How to Keep Out Intrusive Neighbors' to be published at ICML 2024- Supplementary code for the paper 'Are GATs Out of Balance?' to be published at NeurIPS 2023
BaselineGNNs
Publicsparse_to_sparse
PublicICML 2023 paper "Why Random Pruning Is All We Need to Start Sparse"LT-existence
PublicIMCL 2022 paper "Convolutional and Residual Networks Provably Contain Lottery Tickets" and NeurIPS 2022 paper "Most Activation Functions Can Win the Lottery Without Excessive Depth"UniversalLT
PublicCode accompanying the paper "On the Existence of Universal Lottery Tickets" (ICLR 2022)NonZeroBiases
PublicPlantNSeek
PublicRepository to the paper "Plant 'n' Seek: Can you find the winning ticket?" (ICLR 2022)