Zipeng Wu

Publication

Publications and first-author oral presentations. * denotes corresponding authorship.

2026

  1. Synthetic data generation types from the ICML 2026 time-series decomposition benchmark.
    ICML 2026 | CORE/ICORE A*

    Time-Series Decomposition as a Standalone Task: A Mechanism-Driven Diagnostic Benchmark.

    Zipeng Wu, Jiani Wei, Shiqiao Zhou, Jiajun Chen, Fabian Spill, and J. W. Andrews*. Forty-third International Conference on Machine Learning. First author.

    URL
  2. Stationarity-aware retrieval analysis figure from the KDD 2026 SARAF paper.
    KDD 2026 | CORE/ICORE A*

    Stationarity-Aware Retrieval-Augmented Time Series Forecasting.

    Shiqiao Zhou, Holger Schoner, Zipeng Wu, Edouard Fouche, IAG Wilson, and Shuo Wang*. 32nd SIGKDD Conference on Knowledge Discovery and Data Mining. Co-author.

    URL

2024

  1. iTARGET method overview for age-group-specific feature selection and prediction aggregation.
    BIBM 2024 | CORE/ICORE B

    iTARGET: Interpretable Tailored Age Regression for Grouped Epigenetic Traits.

    Zipeng Wu, Daniel Herring, Fabian Spill, James Andrews. IEEE International Conference on Bioinformatics and Biomedicine, pp. 647-652. First author.

    URL

2023

  1. Drift adaptation mechanism from the Heliyon COVID-19 multi-output spatio-temporal prediction paper.
    Heliyon 2023 | JCR Q1

    A novel online multi-task learning for COVID-19 multi-output spatio-temporal prediction.

    Zipeng Wu, Chu Kiong Loo, Unaizah Obaidellah, Kitsuchart Pasupa. Heliyon, 9(8), e18771. First author.

    URL
  2. ICONIP 2023 | Oral presentation | CORE/ICORE B

    Correlated Online k-Nearest Neighbors Regressor Chain for Online Multi-output Regression.

    Zipeng Wu, Chu Kiong Loo, Kitsuchart Pasupa. International Conference on Neural Information Processing, LNCS 14449, pp. 28-39. First author; oral presentation.

    URL

2022

  1. ICONIP 2022 | Oral presentation | CORE/ICORE B

    An Interpretable Multi-target Regression Method for Hierarchical Load Forecasting.

    Zipeng Wu, Chu Kiong Loo, Kitsuchart Pasupa, Licheng Xu. International Conference on Neural Information Processing, CCIS 1794, pp. 3-12. First author; oral presentation.

    URL

2020

  1. IJCNN 2020 | Oral presentation | CORE/ICORE B

    A Novel Dynamically Adjusted Regressor Chain for Taxi Demand Prediction.

    Zipeng Wu, Guan Lian. International Joint Conference on Neural Networks. First author; oral presentation.

    URL