Shihao Yang
Georgia Institute of Technology
H-index: 12
North America-United States
Top articles of Shihao Yang
Order Book Queue Hawkes Markovian Modeling
SIAM Journal on Financial Mathematics
2024/3/31
Shihao Yang
H-Index: 6
CATS: Enhancing Multivariate Time Series Forecasting by Constructing Auxiliary Time Series as Exogenous Variables
arXiv preprint arXiv:2403.01673
2024/3/4
Deep Attention Q-Network for Personalized Treatment Recommendation
2023/12/4
Manifold-constrained Gaussian process inference for time-varying parameters in dynamic systems
Statistics and Computing
2023/12
Yan Sun
H-Index: 12
Shihao Yang
H-Index: 6
ARM: Refining Multivariate Forecasting with Adaptive Temporal-Contextual Learning
arXiv preprint arXiv:2310.09488
2023/10/14
Xu Han
H-Index: 12
Shihao Yang
H-Index: 6
County augmented transformer for COVID-19 state hospitalizations prediction
Scientific Reports
2023/6/20
Shihao Yang
H-Index: 6
Tuo Zhao
H-Index: 21
Joint covid-19 and influenza-like illness forecasts in the United States using internet search information
Communications Medicine
2023/3/24
Simin Ma
H-Index: 0
Shihao Yang
H-Index: 6
Estimating and Assessing Differential Equation Models with Time-Course Data
The Journal of Physical Chemistry B
2023/3/9
Shihao Yang
H-Index: 6
Inference of Nonlinear Partial Differential Equations via Constrained Gaussian Processes
arXiv preprint arXiv:2212.11880
2022/12/22
Zhaohui Li
H-Index: 58
Shihao Yang
H-Index: 6
Using internet search data to forecast COVID-19 trends: a systematic review
2022/12/2
Covid-19 forecasts using internet search information in the united states
Scientific reports
2022/7/7
Simin Ma
H-Index: 0
Shihao Yang
H-Index: 6
COVID-19 hospitalizations forecasts using internet search data
Scientific Reports
2022/6/11
MAGI: A Package for Inference of Dynamic Systems from Noisy and Sparse Data via Manifold-constrained Gaussian Processes
arXiv preprint arXiv:2203.06066
2022/3/11
Shihao Yang
H-Index: 6
Early detection of COVID-19 hotspots using spatio-temporal data
IEEE Journal of Selected Topics in Signal Processing
2022/2/28
COVID-19 and Influenza Joint Forecasts Using Internet Search Information in the United States
arXiv preprint arXiv:2202.02621
2022/2/5
Simin Ma
H-Index: 0
Shihao Yang
H-Index: 6
COUnty aggRegation mixup AuGmEntation (COURAGE) COVID-19 prediction
Scientific Reports
2021/7/12
Shihao Yang
H-Index: 6
Tuo Zhao
H-Index: 21
MAGI-X: Manifold-Constrained Gaussian Process Inference for Unknown System Dynamics
arXiv preprint arXiv:2105.12894
2021/5/27
Inference of dynamic systems from noisy and sparse data via manifold-constrained Gaussian processes
Proceedings of the National Academy of Sciences
2021/4/13
Shihao Yang
H-Index: 6
Use internet search data to accurately track state level influenza epidemics
Scientific reports
2021/2/17
Shihao Yang
H-Index: 6
Causal Graph and Social Network Analysis for the Spread of COVID-19 from Self-reported Indicator Data
2021
Yao Xie
H-Index: 18
Shihao Yang
H-Index: 6
Co-Authors
