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ORCIDShihao Yang 0002
Person information
- affiliation: Georgia Institute of Technology, GA, USA
Other persons with the same name
- Shihao Yang — disambiguation page
- Shihao Yang 0001
![[0009-0003-9552-4527]](https://dblp.uni-trier.de./img/orcid-mark.12x12.png "0009-0003-9552-4527")
— Stevens Institute of Technology, Hoboken, NJ, USA
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2020 – today
- 2024
[j7]Samuel W. K. Wong, Shihao Yang, S. C. Kou:
magi: A Package for Inference of Dynamic Systems from Noisy and Sparse Data via Manifold-Constrained Gaussian Processes. J. Stat. Softw. 109(4) (2024)- [j6]Zhaohui Li, Shihao Yang, C. F. Jeff Wu:
Parameter Inference Based on Gaussian Processes Informed by Nonlinear Partial Differential Equations. SIAM/ASA J. Uncertain. Quantification 12(3): 964-1004 (2024) - [j5]Philip Protter, Qianfan Wu, Shihao Yang:
Order Book Queue Hawkes Markovian Modeling. SIAM J. Financial Math. 15(1): 1-25 (2024) - [c4]Jiecheng Lu, Xu Han, Shihao Yang:
ARM: Refining Multivariate Forecasting with Adaptive Temporal-Contextual Learning. ICLR 2024 - [c3]Jiecheng Lu, Xu Han, Yan Sun, Shihao Yang:
CATS: Enhancing Multivariate Time Series Forecasting by Constructing Auxiliary Time Series as Exogenous Variables. ICML 2024 - [i14]Jiecheng Lu, Xu Han, Yan Sun, Shihao Yang:
CATS: Enhancing Multivariate Time Series Forecasting by Constructing Auxiliary Time Series as Exogenous Variables. CoRR abs/2403.01673 (2024) - [i13]Jiecheng Lu, Yan Sun, Shihao Yang:
In-context Time Series Predictor. CoRR abs/2405.14982 (2024) - [i12]Junghwan Lee, Simin Ma, Nicoleta Serban, Shihao Yang:
Inverse Probability of Treatment Weighting with Deep Sequence Models Enables Accurate treatment effect Estimation from Electronic Health Records. CoRR abs/2406.08851 (2024) - [i11]Jiecheng Lu, Xu Han, Yan Sun, Shihao Yang:
Autoregressive Moving-average Attention Mechanism for Time Series Forecasting. CoRR abs/2410.03159 (2024) - [i10]Yeping Wang, Shihao Yang:
Coupled Integral PINN for conservation law. CoRR abs/2411.11276 (2024) - 2023
- [j4]Yan Sun, Shihao Yang:
Manifold-constrained Gaussian process inference for time-varying parameters in dynamic systems. Stat. Comput. 33(6): 142 (2023) - [c2]Simin Ma, Junghwan Lee, Nicoleta Serban, Shihao Yang:
Deep Attention Q-Network for Personalized Treatment Recommendation. ICDM (Workshops) 2023: 329-337 - [i9]Simin Ma, Junghwan Lee, Nicoleta Serban, Shihao Yang:
Deep Attention Q-Network for Personalized Treatment Recommendation. CoRR abs/2307.01519 (2023) - [i8]Jiecheng Lu, Xu Han, Shihao Yang:
ARM: Refining Multivariate Forecasting with Adaptive Temporal-Contextual Learning. CoRR abs/2310.09488 (2023) - 2022
- [j3]Shixiang Zhu, Alexander Bukharin, Liyan Xie, Khurram Yamin, Shihao Yang, Pinar Keskinocak, Yao Xie:
Early Detection of COVID-19 Hotspots Using Spatio-Temporal Data. IEEE J. Sel. Top. Signal Process. 16(2): 250-260 (2022) - [i7]Simin Ma, Shaoyang Ning, Shihao Yang:
COVID-19 and Influenza Joint Forecasts Using Internet Search Information in the United States. CoRR abs/2202.02621 (2022) - [i6]Tao Wang, Simin Ma, Soobin Baek, Shihao Yang:
COVID-19 Hospitalizations Forecasts Using Internet Search Data. CoRR abs/2202.03869 (2022) - [i5]Zhaohui Li, Shihao Yang, C. F. Jeff Wu:
Inference of Nonlinear Partial Differential Equations via Constrained Gaussian Processes. CoRR abs/2212.11880 (2022) - 2021
- [c1]Shaoou Chen, Yao Xie, Shihao Yang:
Causal Graph and Social Network Analysis for the Spread of COVID-19 from Self-reported Indicator Data. ACSCC 2021: 1302-1306 - [i4]Siawpeng Er, Shihao Yang, Tuo Zhao:
COUnty aggRegation mixup AuGmEntation (COURAGE) COVID-19 Prediction. CoRR abs/2105.00620 (2021) - [i3]Chaofan Huang, Simin Ma, Shihao Yang:
MAGI-X: Manifold-Constrained Gaussian Process Inference for Unknown System Dynamics. CoRR abs/2105.12894 (2021) - [i2]Shixiang Zhu, Alexander Bukharin, Liyan Xie, Shihao Yang, Pinar Keskinocak, Yao Xie:
Early Detection of COVID-19 Hotspots Using Spatio-Temporal Data. CoRR abs/2106.00072 (2021)
2010 – 2019
- 2018
- [j2]Shihao Yang, Yang Chen, Espen Bernton, Jun S. Liu:
On parallelizable Markov chain Monte Carlo algorithms with waste-recycling. Stat. Comput. 28(5): 1073-1081 (2018) - 2017
- [j1]Shihao Yang, Samuel C. Kou, Fred Lu, John S. Brownstein, Nicholas Brooke, Mauricio Santillana:
Advances in using Internet searches to track dengue. PLoS Comput. Biol. 13(7) (2017) - 2015
- [i1]Shihao Yang, Mauricio Santillana, Samuel C. Kou:
ARGO: a model for accurate estimation of influenza epidemics using Google search data. CoRR abs/1505.00864 (2015)
Coauthor Index
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