Irregular Multivariate Time Series Forecasting: A Transformable Patching Graph Neural Networks Approach

Weijiao Zhang, Chenlong Yin, Hao Liu, Xiaofang Zhou, Hui Xiong
2/12/2026

No official code found. Best implementation: usail-hkust/t-PatchGNN (129 stars, last commit 2025-11-28).

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usail-hkust/t-PatchGNNCommunity64%

Official implementation for ICML24 paper "Irregular Multivariate Time Series Forecasting: A Transformable Patching Graph Neural Networks Approach"

12923Shell, PythonMay 27, 202410 months ago

Cite this paper

@article{zhang2026irregular,
  title  = {Irregular Multivariate Time Series Forecasting: A Transformable Patching Graph Neural Networks Approach},
  author = {Weijiao Zhang and Chenlong Yin and Hao Liu and Xiaofang Zhou and Hui Xiong},
  year   = {2026},
  url    = {https://api.semanticscholar.org/CorpusID:fe8bdde07ae9e25ac4d42e0098bde5635fb3f48c},
  journal = {ICML 2024 2024}
}

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