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Shihao Yang — most-cited papers & profile · Time Series
← authors
·
overview
Shihao Yang
14
papers ·
44
citations ·
16
h-index
Georgia Institute of Technology · China Southern Power Grid (China)
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
COUnty aggRegation mixup AuGmEntation (COURAGE) COVID-19 Prediction
2021 · 16 citations
CATS: Enhancing Multivariate Time Series Forecasting by Constructing Auxiliary Time Series as Exogenous Variables
2024 · 6 citations
COVID-19 Forecasts Using Internet Search Information in the United States
2021 · 3 citations
In-context Time Series Predictor
2024 · 1 citations
Beyond Similarity: Temporal Operator Attention for Time Series Analysis
2026
CAPS: Unifying Attention, Recurrence, and Alignment in Transformer-based Time Series Forecasting
2026
StretchTime: Adaptive Time Series Forecasting via Symplectic Attention
2026
WAVE: Weighted Autoregressive Varying Gate for Time Series Forecasting
2024
ARM: Refining Multivariate Forecasting with Adaptive Temporal-Contextual Learning
2023
COVID-19 and Influenza Joint Forecasts Using Internet Search Information in the United States
2022
Top co-authors
Jiecheng Lu
· 7
Jevon Twitty
· 3
Vinh Pham
· 3
Viresh Pati
· 3
Xu Han
· 3
Yan Sun
· 3
Yubin Kim
· 3
Simin Ma
· 2
Nitiwith Rotchanarak
· 1
Shaoyang Ning
· 1
Siawpeng Er
· 1
Tuo Zhao
· 1
Topics
Transformer Forecasters
Domain — Healthcare
Domain — Finance
Linear & Patch Models
stat.ML
Foundation Models
Anomaly Detection
Domain — Energy/Weather
Probabilistic