Crossformer: Transformer Utilizing Cross-Dimension Dependency for Multivariate Time Series Forecasting

Yunhao Zhang, Junchi Yan
2/12/2026

No official code found. Best implementation: Thinklab-SJTU/Crossformer (684 stars, Apache-2.0, last commit 2023-12-01).

Semantic Scholar

Code Implementations(1)

Thinklab-SJTU/CrossformerCommunity60%
Apache-2.0

Official implementation of our ICLR 2023 paper "Crossformer: Transformer Utilizing Cross-Dimension Dependency for Multivariate Time Series Forecasting"

684110Shell, PythonFeb 14, 20232 years agoApache-2.0
deep-learningtime-series-forecastingtransformers

Cite this paper

@article{zhang2026crossformer,
  title  = {Crossformer: Transformer Utilizing Cross-Dimension Dependency for Multivariate Time Series Forecasting},
  author = {Yunhao Zhang and Junchi Yan},
  year   = {2026},
  url    = {https://api.semanticscholar.org/CorpusID:fb45d31cc89207aec392dbac8908cc24db2df871},
  journal = {ICLR 2023 2023}
}

Discussion