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Jimeng Shi — most-cited papers & profile · Time Series
← authors
·
overview
Jimeng Shi
5
papers ·
45
citations ·
6
h-index
University of Illinois Urbana-Champaign · Institute of Bioinformatics · University of Hong Kong
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Time Series Forecasting (TSF) Using Various Deep Learning Models
2022 · 36 citations
Explainable Parallel RCNN with Novel Feature Representation for Time Series Forecasting
2023 · 7 citations
SF$^2$Bench: Evaluating Data-Driven Models for Compound Flood Forecasting in South Florida
2025 · 1 citations
ReFine: Boosting Time Series Prediction of Extreme Events by Reweighting and Fine-tuning
2024 · 1 citations
Top co-authors
Giri Narasimhan
· 3
Azam Shirali
· 2
Chaohao Lin
· 1
Dongsheng Luo
· 1
Jason Liu
· 1
Jayantha Obeysekera
· 1
Mahek Jain
· 1
Rukmangadh Sai Myana
· 1
Shiao Chen
· 1
Vitalii Stebliankin
· 1
Zheng Xu
· 1
Zhuomin Chen
· 1
Topics
Domain — Energy/Weather
Transformer Forecasters
physics.ao-ph
Foundation Models
Linear & Patch Models
stat.ML
Anomaly Detection