Zhenwei Zhang

Orcid: 0009-0001-2464-9248

Affiliations:

Tsinghua University, Department of Electronic Engineering, Beijing, China

According to our database¹, Zhenwei Zhang authored at least 7 papers between 2023 and 2025.

Collaborative distances:

Dijkstra number² of four.
Erdős number³ of four.

Timeline

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PhD thesis

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Bibliography

2025

Path Signatures are Unsupervised Time Series Anomaly Extractors.

[BibT_eX]

[DOI]

Ruiqi Wang

Zhenwei Zhang

Yuantao Gu

Proceedings of the 2025 IEEE International Conference on Acoustics, 2025

2024

SageFormer: Series-Aware Framework for Long-Term Multivariate Time-Series Forecasting.

[BibT_eX]

[DOI]

Zhenwei Zhang

Linghang Meng

Yuantao Gu

IEEE Internet Things J., May, 2024

See it, Think it, Sorted: Large Multimodal Models are Few-shot Time Series Anomaly Analyzers.

[BibT_eX]

[DOI]

CoRR, 2024

Unravel Anomalies: an End-to-End Seasonal-Trend Decomposition Approach for Time Series Anomaly Detection.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2024

2023

SageFormer: Series-Aware Graph-Enhanced Transformers for Multivariate Time Series Forecasting.

[BibT_eX]

[DOI]

Zhenwei Zhang

Xin Wang

Yuantao Gu

CoRR, 2023

Bridge the Performance Gap in Peak-hour Series Forecasting: The Seq2Peak Framework.

[BibT_eX]

[DOI]

CoRR, 2023

Unlocking the Potential of Deep Learning in Peak-Hour Series Forecasting.

[BibT_eX]

[DOI]

Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, 2023

Zhenwei Zhang

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