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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 239 26

  3. CATCH CATCH Public

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

    Python 148 16

  4. TAB TAB Public

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

    Jupyter Notebook 99 12

  5. LightGTS LightGTS Public

    Python 52 12

  6. AI4TS AI4TS Public

    Python 82 11

Repositories

Showing 10 of 47 repositories
  • 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 1,639 MIT 108 9 2 Updated Jan 6, 2026
  • 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 37 MIT 6 1 0 Updated Jan 6, 2026
  • MoST Public
    decisionintelligence/MoST’s past year of commit activity
    Python 0 Apache-2.0 0 0 0 Updated Jan 4, 2026
  • CATCH Public

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

    decisionintelligence/CATCH’s past year of commit activity
    Python 148 16 2 0 Updated Dec 30, 2025
  • AI4TS Public
    decisionintelligence/AI4TS’s past year of commit activity
    Python 82 11 1 0 Updated Dec 30, 2025
  • APN Public

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

    decisionintelligence/APN’s past year of commit activity
    Python 13 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
  • DAG Public
    decisionintelligence/DAG’s past year of commit activity
    Python 15 MIT 2 1 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 24 2 0 0 Updated Dec 22, 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
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