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@Emory-Melody

Emory Melody Lab

The Melody Lab is led by Dr. Wei Jin at Emory University. Melody stands for Machine Learning for Data Analytics.

Popular repositories Loading

  1. awesome-graph-reduction awesome-graph-reduction Public

    [IJCAI 2024] Papers about graph reduction including graph coarsening, graph condensation, graph sparsification, graph summarization, etc.

    188 17

  2. awesome-epidemic-modeling-papers awesome-epidemic-modeling-papers Public

    [KDD 2024] Papers about deep learning in epidemic modeling.

    72 4

  3. EpiLearn EpiLearn Public

    A Python Library for Machine Learning in Epidemic Data Modeling and Analysis

    Python 71 9

  4. Awesome-Graph-Neural-Differential-Equations Awesome-Graph-Neural-Differential-Equations Public

    Paper list on GNNs + Differential Equations (ODE, PDE, SDE)

    65 5

  5. GraphSlim GraphSlim Public

    [NeurIPS 2025] A Python library for graph reduction including condensation, coarsening, and sparsification.

    Python 32 1

  6. T2RAG T2RAG Public

    [ACL 2026 Findings] Official code of paper "Beyond Chunks and Graphs: Retrieval-Augmented Generation through Triplet-Driven Thinking"

    Python 13 1

Repositories

Showing 8 of 8 repositories
  • EpiLearn Public

    A Python Library for Machine Learning in Epidemic Data Modeling and Analysis

    Emory-Melody/EpiLearn's past year of commit activity
    Python 71 MIT 9 0 0 Updated Sep 5, 2026
  • GraphSlim Public

    [NeurIPS 2025] A Python library for graph reduction including condensation, coarsening, and sparsification.

    Emory-Melody/GraphSlim's past year of commit activity
    Python 32 MIT 1 0 0 Updated Jul 23, 2026
  • Awesome-Graph-Neural-Differential-Equations Public

    Paper list on GNNs + Differential Equations (ODE, PDE, SDE)

    Emory-Melody/Awesome-Graph-Neural-Differential-Equations's past year of commit activity
    65 MIT 5 0 0 Updated Feb 26, 2026
  • awesome-graph-reduction Public

    [IJCAI 2024] Papers about graph reduction including graph coarsening, graph condensation, graph sparsification, graph summarization, etc.

    Emory-Melody/awesome-graph-reduction's past year of commit activity
    188 17 0 0 Updated Feb 25, 2026
  • CAPE Public
    Emory-Melody/CAPE's past year of commit activity
    Python 4 3 0 0 Updated Feb 24, 2026
  • GECC Public

    [KDD 2026] Evolving the Graph Condensation

    Emory-Melody/GECC's past year of commit activity
    Python 8 1 0 0 Updated Dec 1, 2025
  • T2RAG Public

    [ACL 2026 Findings] Official code of paper "Beyond Chunks and Graphs: Retrieval-Augmented Generation through Triplet-Driven Thinking"

    Emory-Melody/T2RAG's past year of commit activity
    Python 13 MIT 1 0 0 Updated Aug 9, 2025
  • awesome-epidemic-modeling-papers Public

    [KDD 2024] Papers about deep learning in epidemic modeling.

    Emory-Melody/awesome-epidemic-modeling-papers's past year of commit activity
    72 4 0 0 Updated Oct 3, 2024

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