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Liang Sun — most-cited papers & profile · Time Series
← authors
·
overview
Liang Sun
5
papers ·
3
citations ·
23
h-index
Research Institute of Petroleum Exploration and Development · Beijing International Studies University · Beihang University
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Most-cited papers
Attention as Robust Representation for Time Series Forecasting
2024 · 2 citations
RobustTSF: Towards Theory and Design of Robust Time Series Forecasting with Anomalies
2024 · 1 citations
Bridging Past and Future: Distribution-Aware Alignment for Time Series Forecasting
2025
Evolving Multi-Scale Normalization for Time Series Forecasting under Distribution Shifts
2024
Less is more: Embracing sparsity and interpolation with Esiformer for time series forecasting
2024
Top co-authors
Tian Zhou
· 3
Qingsong Wen
· 2
Rong Jin
· 2
Dalin Qin
· 1
Hao Cheng
· 1
Jie Yang
· 1
PeiSong Niu
· 1
Peiyuan Liu
· 1
Pierre Pinson
· 1
Sizhe Dang
· 1
Weiqi Chen
· 1
Xue Wang
· 1
Topics
Transformer Forecasters
Foundation Models
Anomaly Detection
Linear & Patch Models
Probabilistic
stat.ML