Cheng Li

According to our database, Cheng Li authored at least 10 papers between 2015 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

Enhancing Scalability in Bayesian Nonparametric Factor Analysis of Spatiotemporal Data.

Yifan Cheng, Cheng Li

J. Comput. Graph. Stat., 2025

Stochastically constrained best arm identification with Thompson sampling.

Le Yang, Siyang Gao, Cheng Li, Yi Wang

Autom., 2025

2023

Convergence Analysis of Stochastic Kriging-Assisted Simulation with Random Covariates.

Cheng Li, Siyang Gao, Jianzhong Du

INFORMS J. Comput., 2023

2022

Distributed Bayesian Varying Coefficient Modeling Using a Gaussian Process Prior.

Rajarshi Guhaniyogi, Cheng Li, Terrance D. Savitsky, Sanvesh Srivastava

J. Mach. Learn. Res., 2022

2021

A Nonparametric Bayesian Framework for Uncertainty Quantification in Stochastic Simulation.

Wei Xie, Cheng Li, Yuefeng Wu, Pu Zhang

SIAM/ASA J. Uncertain. Quantification, 2021

2019

Bayesian Network Based Risk and Sensitivity Analysis for Production Process Stability Control.

Wei Xie, Bo Wang, Cheng Li, Jared Auclair, Peter Baker

CoRR, 2019

Rate Analysis For Offline Simulation Online Application.

Siyang Gao, Cheng Li, Jianzhong Du

Proceedings of the 2019 Winter Simulation Conference, 2019

2017

A Factor-Based Bayesian Framework for Risk Analysis in Stochastic Simulations.

Wei Xie, Cheng Li, Pu Zhang

ACM Trans. Model. Comput. Simul., 2017

2016

On oracle property and asymptotic validity of Bayesian generalized method of moments.

Cheng Li, Wenxin Jiang

J. Multivar. Anal., 2016

2015

Quantifying statistical uncertainty for dependent input models with factor structure.

Wei Xie, Hongtan Sun, Cheng Li

Proceedings of the 2015 Winter Simulation Conference, 2015