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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 231 26

  3. CATCH CATCH Public

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

    Python 141 15

  4. TAB TAB Public

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

    Jupyter Notebook 94 11

  5. LightGTS LightGTS Public

    Python 50 13

  6. AI4TS AI4TS Public

    Python 77 9

Repositories

Showing 10 of 46 repositories
  • OpenTS Public
    decisionintelligence/OpenTS’s past year of commit activity
    HTML 3 0 0 0 Updated Dec 20, 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 18 1 0 0 Updated Dec 16, 2025
  • Waterlogformer Public

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

    decisionintelligence/Waterlogformer’s past year of commit activity
    Python 0 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 231 MIT 26 1 0 Updated Dec 11, 2025
  • DAG Public
    decisionintelligence/DAG’s past year of commit activity
    Python 12 MIT 1 0 0 Updated Dec 10, 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 27 MIT 3 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
  • FinD3 Public

    [CIKM 2025 Oral] FinD3: A Dual 3D State Space Model with Dynamic Hypergraph for Financial Stock Prediction

    decisionintelligence/FinD3’s past year of commit activity
    Python 4 1 0 0 Updated Dec 1, 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 7 0 0 0 Updated Nov 27, 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 1,630 MIT 108 9 2 Updated Nov 27, 2025
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