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@decisionintelligence

DecisionIntelligence

Decision Intelligence Lab, School of Data Science & Engineering, East China Normal University

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  1. TFB TFB Public

    [PVLDB 2024 Best Paper Nomination] TFB: Towards Comprehensive and Fair Benchmarking of Time Series Forecasting Methods

    Shell 1.6k 108

  2. DUET DUET Public

    [KDD 2025] DUET: Dual Clustering Enhanced Multivariate Time Series Forecasting

    Python 234 26

  3. CATCH CATCH Public

    [ICLR 2025] CATCH: Channel-Aware Multivariate Time Series Anomaly Detection via Frequency Patching

    Python 145 16

  4. TAB TAB Public

    [PVLDB 2025] TAB: Unified Benchmarking of Time Series Anomaly Detection Methods

    Jupyter Notebook 97 11

  5. LightGTS LightGTS Public

    Python 52 13

  6. AI4TS AI4TS Public

    Python 82 10

Repositories

Showing 10 of 47 repositories
  • APN Public

    [AAAI 2026 Oral] Rethinking Irregular Time Series Forecasting: A Simple yet Effective Baseline

    decisionintelligence/APN’s past year of commit activity
    Python 9 0 0 0 Updated Dec 27, 2025
  • OpenTS Public
    decisionintelligence/OpenTS’s past year of commit activity
    HTML 3 0 0 0 Updated Dec 27, 2025
  • MoST Public
    decisionintelligence/MoST’s past year of commit activity
    Python 0 Apache-2.0 0 0 0 Updated Dec 25, 2025
  • DAG Public
    decisionintelligence/DAG’s past year of commit activity
    Python 13 MIT 2 0 1 Updated Dec 24, 2025
  • DTAF Public

    [AAAI 2026] Towards Non-Stationary Time Series Forecasting with Temporal Stabilization and Frequency Differencing

    decisionintelligence/DTAF’s past year of commit activity
    Python 23 1 0 0 Updated Dec 22, 2025
  • TFB Public

    [PVLDB 2024 Best Paper Nomination] TFB: Towards Comprehensive and Fair Benchmarking of Time Series Forecasting Methods

    decisionintelligence/TFB’s past year of commit activity
    Shell 1,634 MIT 108 8 2 Updated Dec 21, 2025
  • Waterlogformer Public

    [WSDM 2026] Waterlogformer: A Multimodal Model for Waterlogging Prediction

    decisionintelligence/Waterlogformer’s past year of commit activity
    Python 1 Apache-2.0 0 0 0 Updated Dec 15, 2025
  • DUET Public

    [KDD 2025] DUET: Dual Clustering Enhanced Multivariate Time Series Forecasting

    decisionintelligence/DUET’s past year of commit activity
    Python 234 MIT 26 1 0 Updated Dec 11, 2025
  • SRSNet Public

    [NeurIPS 2025 Spotlight] Enhancing Time Series Forecasting through Selective Representation Spaces: A Patch Perspective

    decisionintelligence/SRSNet’s past year of commit activity
    Python 32 MIT 5 1 0 Updated Dec 9, 2025
  • DiffMM Public

    [AAAI 2026] DiffMM: Efficient Method for Accurate Noisy and Sparse Trajectory Map Matching via One Step Diffusion

    decisionintelligence/DiffMM’s past year of commit activity
    Python 2 0 0 0 Updated Dec 4, 2025

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