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Haixu Wu — most-cited papers & profile · Time Series
← authors
·
overview
Haixu Wu
16
papers ·
2616
citations ·
16
h-index
Kunming Institute of Zoology · University of Chinese Academy of Sciences · Tsinghua University
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Autoformer: Decomposition Transformers with Auto-Correlation for Long-Term Series Forecasting
2021 · 1326 citations
TimesNet: Temporal 2D-Variation Modeling for General Time Series Analysis
2022 · 436 citations
iTransformer: Inverted Transformers Are Effective for Time Series Forecasting
2023 · 370 citations
Non-stationary Transformers: Exploring the Stationarity in Time Series Forecasting
2022 · 263 citations
TimeMixer: Decomposable Multiscale Mixing for Time Series Forecasting
2024 · 90 citations
TimeXer: Empowering Transformers for Time Series Forecasting with Exogenous Variables
2024 · 60 citations
SimMTM: A Simple Pre-Training Framework for Masked Time-Series Modeling
2023 · 30 citations
TimeSiam: A Pre-Training Framework for Siamese Time-Series Modeling
2024 · 1 citations
Exploring Accuracy Law for Deep Time Series Forecasters: An Empirical Study
2025
Metadata Matters for Time Series: Informative Forecasting with Transformers
2024
Top co-authors
Mingsheng Long
· 9
Jianmin Wang
· 8
Jiaxiang Dong
· 4
Tengge Hu
· 3
Li Zhang
· 2
Yong Liu
· 2
Yong Liu
· 2
Yunzhong Qiu
· 2
Guo Qin
· 1
Hang Zhou
· 1
Haoran Zhang
· 1
Haoran Zhang
· 1
Topics
cs.LG
Transformer Forecasters
Domain — Energy/Weather
cs.AI
Foundation Models
eess.SP
Anomaly Detection
Probabilistic
Domain — Finance