Awesome Time Series
📄
Papers
🧭
Topics
🔥
Trending
🗺️
Map
🏆
Leaderboards
🎓
Learn
🤖
Ask AI
⋯
More
👥
Authors
📚
Reading Packs
📊
Datasets
🛠️
Tools
📰
News
📝
Blogs
✉️
Newsletter
🎯
Research Radar
🔖
Saved
+ Add Paper
☾
☀
← authors
·
overview
Loading author…
🤖
Ask AI
Ziqing Ma — most-cited papers & profile · Time Series
← authors
·
overview
Ziqing Ma
8
papers ·
739
citations ·
11
h-index
Beijing Institute of Technology
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
FEDformer: Frequency Enhanced Decomposed Transformer for Long-term Series Forecasting
2022 · 543 citations
FiLM: Frequency improved Legendre Memory Model for Long-term Time Series Forecasting
2022 · 104 citations
Transformers in Time Series: A Survey
2022 · 68 citations
SaDI: A Self-adaptive Decomposed Interpretable Framework for Electric Load Forecasting under Extreme Events
2023 · 13 citations
Hybrid Attention Networks for Flow and Pressure Forecasting in Water Distribution Systems
2020 · 6 citations
GCformer: An Efficient Framework for Accurate and Scalable Long-Term Multivariate Time Series Forecasting
2023 · 4 citations
TreeDRNet:A Robust Deep Model for Long Term Time Series Forecasting
2022 · 1 citations
Utilizing Strategic Pre-training to Reduce Overfitting: Baguan -- A Pre-trained Weather Forecasting Model
2025
Top co-authors
Tian Zhou
· 6
Qingsong Wen
· 5
Liang Sun
· 3
Liang Sun
· 2
Rong Jin
· 2
Xue Wang
· 2
Chaoli Zhang
· 1
Guancheng Guo
· 1
Hengbo Liu
· 1
Jianqing Zhu
· 1
Junchi Yan
· 1
Lefei Shen
· 1
Topics
cs.LG
stat.ML
Domain — Energy/Weather
cs.AI
eess.SP