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Wei Fan — most-cited papers & profile · Time Series
← authors
·
overview
Wei Fan
15
papers ·
35
citations ·
47
h-index
Hunan Normal University · Changsha Normal University
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
FilterNet: Harnessing Frequency Filters for Time Series Forecasting
2024 · 12 citations
Amplifier: Bringing Attention to Neglected Low-Energy Components in Time Series Forecasting
2025 · 4 citations
IN-Flow: Instance Normalization Flow for Non-stationary Time Series Forecasting
2024 · 1 citations
Teaching Time Series to See and Speak: Forecasting with Aligned Visual and Textual Perspectives
2025
Deep Frequency Derivative Learning for Non-stationary Time Series Forecasting
2024
Is Precise Recovery Necessary? A Task-Oriented Imputation Approach for Time Series Forecasting on Variable Subset
2024
Top co-authors
Kun Yi
· 3
Jingru Fei
· 2
Pengyang Wang
· 2
Qi Zhang
· 2
Defu Lian
· 1
Hangting Ye
· 1
Hao Dong
· 1
Hao Qi
· 1
Hui He
· 1
Jiang Bian
· 1
Kun Yi
· 1
Lu Jiang
· 1
Topics
Probabilistic
Transformer Forecasters
Linear & Patch Models
Domain — Energy/Weather
Foundation Models
Anomaly Detection
eess.SP
stat.ME