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@Graph-and-Geometric-Learning Graph and Geometric Learning

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    25 repositories

    • Graph-and-Geometric-Learning.github.io

      Public
      Official Repo for Graph-and-Geometric-Learning Lab's Homepage
      MDX
      •
      MIT License
      •8•6•0•0•Updated Aug 4, 2025Aug 4, 2025

    • STPath

      Public
      STPath: A Generative Foundation Model for Integrating Spatial Transcriptomics and Whole Slide Images
      Python
      •0•15•0•0•Updated Jul 27, 2025Jul 27, 2025

    • HyperCore

      Public
      Python
      •
      MIT License
      •1•20•1•0•Updated Jul 23, 2025Jul 23, 2025

    • MindLLM

      Public
      This is the official implementation of ICML 2025 paper MindLLM: A Subject-Agnostic and Versatile Model for fMRI-to-Text Decoding.
      Python
      •0•10•0•0•Updated Jul 22, 2025Jul 22, 2025

    • HEIST

      Public
      Spatial Transcriptomics Foundation Model
      Python
      •0•0•1•0•Updated Jul 15, 2025Jul 15, 2025

    • cpsc471-571-website-24spring

      Public
      Vue
      •0•2•0•0•Updated Jul 6, 2025Jul 6, 2025

    • helm

      Public
      Official source code of HELM, a family of fully hyperbolic large language models
      Python
      •
      MIT License
      •0•3•0•0•Updated Jun 13, 2025Jun 13, 2025

    • HyBRiD

      Public
      Official implementation of paper "Learning High-Order Relationships of Brain Regions" [ICML 2024]
      Python
      •3•20•1•0•Updated May 29, 2025May 29, 2025

    • Frame-Averaging-Transformer

      Public
      Protein-Nucleic Acid Complex Modeling with Frame Averaging Transformer, NeurIPS2024
      Python
      •5•27•0•0•Updated May 27, 2025May 27, 2025

    • STFlow

      Public
      Scalable Generation of Spatial Transcriptomics from Histology Images via Whole-Slide Flow Matching, ICML2025 (Spotlight)
      0•6•1•0•Updated May 26, 2025May 26, 2025

    • LResNet

      Public
      Official Implementation of Lorentzian Residual Neural Networks
      Python
      •0•2•0•0•Updated Apr 27, 2025Apr 27, 2025

    • MTBench

      Public
      Python
      •1•31•1•0•Updated Apr 23, 2025Apr 23, 2025

    • GFSE

      Public
      Towards A Universal Graph Structural Encoder
      0•2•1•0•Updated Apr 15, 2025Apr 15, 2025

    • cpsc483-583-website-24fall

      Public
      Jupyter Notebook
      •0•0•0•0•Updated Feb 11, 2025Feb 11, 2025

    • HEART

      Public
      HEART: Learning Better Representation of EHR data with a Heterogeneous Relation-Aware Transformer, Journal of Biomedical Informatics
      Jupyter Notebook
      •0•2•0•0•Updated Dec 16, 2024Dec 16, 2024

    • hyperbolic-transformer

      Public
      Python
      •
      MIT License
      •6•32•3•0•Updated Dec 10, 2024Dec 10, 2024

    • TimeSeriesCCM

      Public
      Official Implementation of "From Similarity to Superiority: Channel Clustering for Time Series Forecasting"
      Python
      •3•59•3•0•Updated Oct 30, 2024Oct 30, 2024

    • Group_Meeting_Slides

      Public
      0•9•0•0•Updated Oct 25, 2024Oct 25, 2024

    • lab-website

      Public
      TypeScript
      •
      MIT License
      •0•0•0•0•Updated Sep 15, 2024Sep 15, 2024

    • Knowledge-Enhanced-Multimodal-Foundation-Model-for-Molecule-and-Text

      Public
      Python
      •0•4•0•0•Updated Mar 29, 2024Mar 29, 2024

    • TempME

      Public
      Official Implementation of "TempME: Towards the Explainability of Temporal Graph Neural Networks via Motif Discovery"
      Python
      •
      MIT License
      •7•14•2•0•Updated Mar 18, 2024Mar 18, 2024

    • MolGroup

      Public
      Learning to Group Auxiliary Datasets for Molecule, NeurIPS2023
      Python
      •0•19•1•0•Updated Dec 19, 2023Dec 19, 2023

    • cpsc483-583-website-23fall

      Public
      Jupyter Notebook
      •3•1•0•0•Updated Dec 4, 2023Dec 4, 2023

    • D4Explainer

      Public
      Official Implementation of "D4Explainer: In-Distribution GNN Explanations via Discrete Denoising Diffusion"
      Python
      •
      MIT License
      •0•23•1•0•Updated Oct 29, 2023Oct 29, 2023

    • CPSC483-website

      Public archive
      Vue
      •3•2•0•0•Updated Aug 23, 2023Aug 23, 2023