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Zhendong Niu — most-cited papers & profile · Time Series
← authors
·
overview
Zhendong Niu
6
papers ·
184
citations ·
42
h-index
Beijing Institute of Technology · Central South University · Anhui University · Beijing Electronic Science and Technology Institute · Beijing University of Technology
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Most-cited papers
Frequency-domain MLPs are More Effective Learners in Time Series Forecasting
2023 · 93 citations
FourierGNN: Rethinking Multivariate Time Series Forecasting from a Pure Graph Perspective
2023 · 60 citations
Learning Informative Representation for Fairness-aware Multivariate Time-series Forecasting: A Group-based Perspective
2023 · 17 citations
Deep Coupling Network For Multivariate Time Series Forecasting
2024 · 10 citations
Amplifier: Bringing Attention to Neglected Low-Energy Components in Time Series Forecasting
2025 · 4 citations
SEMPO: Lightweight Foundation Models for Time Series Forecasting
2025
Top co-authors
Kun Yi
· 6
Longbing Cao
· 3
Ning An
· 3
Hui He
· 2
Liang Hu
· 2
Pengyang Wang
· 2
Qi Zhang
· 2
Shoujin Wang
· 2
Defu Lian
· 1
Guansong Pang
· 1
Hui He
· 1
Hui He
· 1
Topics
cs.LG
cs.AI
Foundation Models
Probabilistic