Zipeng Wu

Publications

Peer-reviewed papers and first-author oral presentations, followed by accepted workshop work and technical reports. * 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.

    PMLR ICML
  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

Accepted workshop work

  1. ICML 2026 Workshop | Accepted / in press

    Semantics-Enhanced Retrieval-Augmented Time Series Forecasting.

    Shiqiao Zhou, Zipeng Wu, Holger Schöner, Edouard Fouché, IAG Wilson, and Shuo Wang. Workshop on Forecasting as a New Frontier of Intelligence. Co-author. The institutional record lists this as accepted work and notes that it was not yet published as of 29 September 2026.

    Institutional record

Technical reports

  1. Mathematics in Industry Reports 2025 | Working report

    Non-contact ultrasound testing of batteries.

    James Herterich, David Allwright, Daniel Baerup, Sabrina Kombrink, Daniel Herring, Zhixuan Liu, Zipeng Wu, and Sam Olesker-Taylor. Published 3 February 2025, 28 pages. Co-author.

    DOI Institutional record