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Jiaxiang Dong — most-cited papers & profile · Time Series
← authors
·
overview
Jiaxiang Dong
5
papers ·
91
citations ·
1
h-index
South China University of Technology
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
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
Metadata Matters for Time Series: Informative Forecasting with Transformers
2024
Top co-authors
Haixu Wu
· 4
Jianmin Wang
· 4
Mingsheng Long
· 4
Li Zhang
· 3
Yuxuan Wang
· 3
Haoran Zhang
· 2
Yunzhong Qiu
· 2
Guo Qin
· 1
Yong Liu
· 1
Topics
Transformer Forecasters
Domain — Finance
Foundation Models
Anomaly Detection
Linear & Patch Models
Domain — Energy/Weather