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@Weber-GeoML

Harvard Geometric Machine Learning Group

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  1. Hypergraph_Encodings Hypergraph_Encodings Public

    Code for "Enhancing the Utility of Higher-Order Information in Relational Learning" (NeurIPS 2025))

    Jupyter Notebook 11 2

  2. Local_Curvature_Profile Local_Curvature_Profile Public

    Code for 'Effective Structural Encodings via Local Curvature Profiles' (ICLR 2024)

    Python 5 4

  3. Unitary_Convolutions Unitary_Convolutions Public

    Code for 'Unitary convolutions for learning on graphs and groups' (NeurIPS 2024 Spotlight)

    Python 4 1

  4. Ricci-Flow_Feature-Geometry Ricci-Flow_Feature-Geometry Public

    Code for 'Neural Feature Geometry Evolves as Discrete Ricci Flow' (ICML 2026, Spotlight).

    Jupyter Notebook 3 1

  5. AFRC_Rewiring AFRC_Rewiring Public

    Code for 'Mitigating Over-Smoothing and Over-Squashing using Augmentations of Forman-Ricci Curvature' (LoG 2023)

    Python 2 2

  6. manifold-learning-complexity manifold-learning-complexity Public

    Code for 'Hardness of Learning Neural Networks under the Manifold Hypothesis' (NeurIPS 2024 Spotlight)

    Jupyter Notebook 2 2

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