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Defu Lian — most-cited papers & profile · Time Series
← authors
·
overview
Defu Lian
54
papers ·
857
citations ·
43
h-index
University of Science and Technology of China
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Frequency-domain MLPs are More Effective Learners in Time Series Forecasting
2023 · 93 citations
FilterNet: Harnessing Frequency Filters for Time Series Forecasting
2024 · 12 citations
GTM: A General Time-series Model for Enhanced Representation Learning of Time-Series Data
2025
Top co-authors
Kun Yi
· 2
Cheng He
· 1
Enhong Chen
· 1
Gangwei Jiang
· 1
Hong Xie
· 1
Hui He
· 1
Hui He
· 1
Jingru Fei
· 1
Longbing Cao
· 1
Ning An
· 1
Patrick P. C. Lee
· 1
Pengyang Wang
· 1
Topics
Foundation Models
Domain — Finance
Domain — Healthcare
Transformer Forecasters