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Liang Sun — most-cited papers & profile · Time Series
← authors
·
overview
Liang Sun
6
papers ·
161
citations ·
23
h-index
Research Institute of Petroleum Exploration and Development · Beijing International Studies University · Beihang University
Google Scholar ↗
Semantic Scholar ↗
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Most-cited papers
RobustTAD: Robust Time Series Anomaly Detection via Decomposition and Convolutional Neural Networks
2020 · 87 citations
RobustTrend: A Huber Loss with a Combined First and Second Order Difference Regularization for Time Series Trend Filtering
2019 · 32 citations
RobustSTL: A Robust Seasonal-Trend Decomposition Algorithm for Long Time Series
2018 · 24 citations
SaDI: A Self-adaptive Decomposed Interpretable Framework for Electric Load Forecasting under Extreme Events
2023 · 13 citations
GCformer: An Efficient Framework for Accurate and Scalable Long-Term Multivariate Time Series Forecasting
2023 · 4 citations
Task-oriented Time Series Imputation Evaluation via Generalized Representers
2024 · 1 citations
Top co-authors
Qingsong Wen
· 5
Jingkun Gao
· 3
Xiaomin Song
· 3
Huan Xu
· 2
Linxiao Yang
· 2
Ziqing Ma
· 2
Hengbo Liu
· 1
Jian Tan
· 1
Mengni Ye
· 1
Pichao Wang
· 1
Rui Xia
· 1
Shenghuo Zhu
· 1
Topics
Anomaly Detection
Domain — Energy/Weather
cs.LG
Domain — Finance