Yili Hong

64 papers C 2Misc 1Journal 54Unranked 7
YearRankTypeTitle / Venue / Authors
2026 J jnl
A Computationally Efficient Learning of Artificial Intelligence System Reliability Considering Error Propagation.
CoRR
Fenglian Pan, Yinwei Zhang, Yili Hong, Larry Head, Jian Liu
2025 J jnl
A Spatially Correlated Competing Risks Time-to-Event Model for Supercomputer GPU Failure Data.
Technometrics
Jie Min, Yili Hong, William Q. Meeker, George Ostrouchov
2025 J jnl
An accurate computational approach for partial likelihood using Poisson-binomial distributions.
Comput. Stat. Data Anal.
Youngjin Cho, Yili Hong, Pang Du
2025 J jnl
Bridging the Data Gap in AI Reliability Research and Establishing DR-AIR, a Comprehensive Data Repository for AI Reliability.
CoRR
Simin Zheng, Jared M. Clark, Fatemeh Salboukh, Priscila Silva, Karen da Mata, Fenglian Pan, Jie Min, Jiayi Lian, Caleb B. King, Lance Fiondella, Jian Liu, Xinwei Deng, Yili Hong
2025 J jnl
Modeling multivariate degradation data with dynamic covariates under a Bayesian framework.
Reliab. Eng. Syst. Saf.
Zhengzhi Lin, Xiao Liu, Yisha Xiang, Yili Hong
2025 J jnl
Performance Evaluation of Large Language Models in Statistical Programming.
CoRR
Xinyi Song, Kexin Xie, Lina Lee, Ruizhe Chen, Jared M. Clark, Hao He, Haoran He, Jie Min, Xinlei Zhang, Simin Zheng, Zhiyang Zhang, Xinwei Deng, Yili Hong
2025 J jnl
StatLLM: A Dataset for Evaluating the Performance of Large Language Models in Statistical Analysis.
CoRR
Xinyi Song, Lina Lee, Kexin Xie, Xueying Liu, Xinwei Deng, Yili Hong
2024 J jnl
A Comprehensive Case Study on the Performance of Machine Learning Methods on the Classification of Solar Panel Electroluminescence Images.
CoRR
Xinyi Song, Kennedy Odongo, Francis G. Pascual, Yili Hong
2024 J jnl
A Detailed Historical and Statistical Analysis of the Influence of Hardware Artifacts on SPEC Integer Benchmark Performance.
CoRR
Yueyao Wang, Samuel Furman, Nicolás Hardy, Margaret Ellis, Godmar Back, Yili Hong, Kirk W. Cameron
2024 J jnl
A Detailed Historical and Statistical Analysis of the Influence of Hardware Artifacts on SPEC Integer Benchmark Performance.
IEEE Trans. Computers
Yueyao Wang, Samuel Furman, Nicolás Hardy, Margaret Ellis, Godmar Back, Yili Hong, Kirk W. Cameron
2024 J jnl
Applied Statistics in the Era of Artificial Intelligence: A Review and Vision.
CoRR
Jie Min, Xinyi Song, Simin Zheng, Caleb B. King, Xinwei Deng, Yili Hong
2023 J jnl
A Spatially Correlated Competing Risks Time-to-Event Model for Supercomputer GPU Failure Data.
CoRR
Jie Min, Yili Hong, William Q. Meeker, George Ostrouchov
2023 J jnl
Deep Neural Network Identification of Limnonectes Species and New Class Detection Using Image Data.
CoRR
Li Xu, Yili Hong, Eric P. Smith, David S. McLeod, Xinwei Deng, Laura J. Freeman
2023 J jnl
Planning Reliability Assurance Tests for Autonomous Vehicles.
CoRR
Simin Zheng, Lu Lu, Yili Hong, Jian Liu
2023 J jnl
The computing of the Poisson multinomial distribution and applications in ecological inference and machine learning.
Comput. Stat.
Zhengzhi Lin, Yueyao Wang, Yili Hong
2022 J jnl
Building degradation index with variable selection for multivariate sensory data.
Reliab. Eng. Syst. Saf.
Yueyao Wang, I-Chen Lee, Yili Hong, Xinwei Deng
2021 J jnl
Degradation data analysis based on gamma process with random effects.
Eur. J. Oper. Res.
Xiaofei Wang, Bing Xing Wang, Yili Hong, Pei-Hua Jiang
2021 J jnl
General Path Models for Degradation Data With Multiple Characteristics and Covariates.
Technometrics
Lu Lu, Bing Xing Wang, Yili Hong, Zhisheng Ye
2021 J jnl
Interpolation of sparse high-dimensional data.
Numer. Algorithms
Thomas C. H. Lux, Layne T. Watson, Tyler H. Chang, Yili Hong, Kirk W. Cameron
2021 J jnl
Optimal burn-in policies for multiple dependent degradation processes.
IISE Trans.
Yue Shi, Yisha Xiang, Ying Liao, Zhicheng Zhu, Yili Hong
2021 J jnl
Reliability Analysis of Artificial Intelligence Systems Using Recurrent Events Data from Autonomous Vehicles.
CoRR
Yili Hong, Jie Min, Caleb B. King, William Q. Meeker
2021 J jnl
Sequential Design of Computer Experiments with Quantitative and Qualitative Factors in Applications to HPC Performance Optimization.
CoRR
Xia Cai, Li Xu, C. Devon Lin, Yili Hong, Xinwei Deng
2021 J jnl
Statistical Perspectives on Reliability of Artificial Intelligence Systems.
CoRR
Yili Hong, Jiayi Lian, Li Xu, Jie Min, Yueyao Wang, Laura J. Freeman, Xinwei Deng
2020 J jnl
Accurate reliability inference based on Wiener process with random effects for degradation data.
Reliab. Eng. Syst. Saf.
Xiaofei Wang, Bing Xing Wang, Pei-Hua Jiang, Yili Hong
2020 J jnl
Algorithm 1012: DELAUNAYSPARSE: Interpolation via a Sparse Subset of the Delaunay Triangulation in Medium to High Dimensions.
ACM Trans. Math. Softw.
Tyler H. Chang, Layne T. Watson, Thomas C. H. Lux, Ali Raza Butt, Kirk W. Cameron, Yili Hong
2020 — conf
An Algorithm for Constructing Monotone Quintic Interpolating Splines.
SpringSim
Thomas C. H. Lux, Layne T. Watson, Tyler H. Chang, Li Xu, Yueyao Wang, Yili Hong
2020 J jnl
Copula-based reliability analysis of degrading systems with dependent failures.
Reliab. Eng. Syst. Saf.
Guan-Qi Fang, Rong Pan, Yili Hong
2020 J jnl
Investigating the Robustness of Artificial Intelligent Algorithms with Mixture Experiments.
CoRR
Jiayi Lian, Laura J. Freeman, Yili Hong, Xinwei Deng
2020 J jnl
Modeling I/O performance variability in high-performance computing systems using mixture distributions.
J. Parallel Distributed Comput.
Li Xu, Yueyao Wang, Thomas Lux, Tyler H. Chang, Jon Bernard, Bo Li, Yili Hong, Kirk W. Cameron, Layne T. Watson
2020 J jnl
Prediction of High-Performance Computing Input/Output Variability and Its Application to Optimization for System Configurations.
CoRR
Li Xu, Thomas Lux, Tyler H. Chang, Bo Li, Yili Hong, Layne T. Watson, Ali Raza Butt, Danfeng Yao, Kirk W. Cameron
2020 J jnl
Reliability analysis for accelerated degradation data based on the Wiener process with random effects.
Qual. Reliab. Eng. Int.
Xiaofei Wang, Bing Xing Wang, Wenhui Wu, Yili Hong
2020 J jnl
Statistical Modeling of Multivariate Destructive Degradation Tests With Blocking.
Technometrics
Qiuzhuang Sun, Zhi-Sheng Ye, Yili Hong
2019 J jnl
A General Accelerated Destructive Degradation Testing Model for Reliability Analysis.
IEEE Trans. Reliab.
Yu Ding, Qingyu Yang, Caleb B. King, Yili Hong
2019 J jnl
MOANA: Modeling and Analyzing I/O Variability in Parallel System Experimental Design.
IEEE Trans. Parallel Distributed Syst.
Kirk W. Cameron, Ali Anwar, Yue Cheng, Li Xu, Bo Li, Uday Ananth, Jon Bernard, Chandler Jearls, Thomas Lux, Yili Hong, Layne T. Watson, Ali Raza Butt
2019 J jnl
Profile monitoring based quality control method for fused deposition modeling process.
J. Intell. Manuf.
Ketai He, Qian Zhang, Yili Hong
2018 — conf
A polynomial time algorithm for multivariate interpolation in arbitrary dimension via the Delaunay triangulation.
ACM Southeast Regional Conference
Tyler H. Chang, Layne T. Watson, Thomas C. H. Lux, Bo Li, Li Xu, Ali Raza Butt, Kirk W. Cameron, Yili Hong
2018 J jnl
Analysis of Field Return Data With Failed-But-Not-Reported Events.
Technometrics
Xin Wang, Zhi-Sheng Ye, Yili Hong, Loon-Ching Tang
2018 — conf
Novel meshes for multivariate interpolation and approximation.
ACM Southeast Regional Conference
Thomas C. H. Lux, Layne T. Watson, Tyler H. Chang, Jon Bernard, Bo Li, Xiaodong Yu, Li Xu, Godmar Back, Ali Raza Butt, Kirk W. Cameron, Danfeng Yao, Yili Hong
2018 — conf
Predicting system performance by interpolation using a high-dimensional delaunay triangulation.
SpringSim (HPC)
Tyler H. Chang, Layne T. Watson, Thomas C. H. Lux, Jon Bernard, Bo Li, Li Xu, Godmar Back, Ali Raza Butt, Kirk W. Cameron, Yili Hong
2018 — conf
Predictive modeling of I/O characteristics in high performance computing systems.
SpringSim (HPC)
Thomas C. H. Lux, Layne T. Watson, Tyler H. Chang, Jon Bernard, Bo Li, Li Xu, Godmar Back, Ali Raza Butt, Kirk W. Cameron, Yili Hong
2018 J jnl
Semiparametric Models for Accelerated Destructive Degradation Test Data Analysis.
Technometrics
Yimeng Xie, Caleb B. King, Yili Hong, Qingyu Yang
2018 J jnl
Sequential Bayesian Design for Accelerated Life Tests.
Technometrics
I-Chen Lee, Yili Hong, Sheng-Tsaing Tseng, Tirthankar Dasgupta
2017 J jnl
A Copula-Based Trend-Renewal Process Model for Analysis of Repairable Systems With Multitype Failures.
IEEE Trans. Reliab.
Qingyu Yang, Yili Hong, Nailong Zhang, Jie Li
2017 J jnl
A Multi-Level Trend-Renewal Process for Modeling Systems With Recurrence Data.
Technometrics
Zhibing Xu, Yili Hong, William Q. Meeker, Brock E. Osborn, Kati Illouz
2017 J jnl
Product Component Genealogy Modeling and Field-failure Prediction.
Qual. Reliab. Eng. Int.
Caleb B. King, Yili Hong, William Q. Meeker
2016 J jnl
Multivariate frailty models for multi-type recurrent event data and its application to cancer prevention trial.
Comput. Stat. Data Anal.
Khaled Bedair, Yili Hong, Jie Li, Hussein R. Al-Khalidi
2015 J jnl
Assessing Risk of a Serious Failure Mode Based on Limited Field Data.
IEEE Trans. Reliab.
Zhibing Xu, Yili Hong, William Q. Meeker
2015 — conf
On Service Employers' Hiring Decisions in Online Labor Markets: A Perspective of Price and Quality Discovery.
AMCIS
Yili Hong, Alvin Zuyin Zheng
2015 J jnl
Statistical Methods for Degradation Data With Dynamic Covariates Information and an Application to Outdoor Weathering Data.
Technometrics
Yili Hong, Yuanyuan Duan, William Q. Meeker, Deborah L. Stanley, Xiaohong Gu
2013 J jnl
Field-Failure Predictions Based on Failure-Time Data With Dynamic Covariate Information.
Technometrics
Yili Hong, William Q. Meeker
2013 J jnl
On computing the distribution function for the Poisson binomial distribution.
Comput. Stat. Data Anal.
Yili Hong
2013 J jnl
Reliability Analysis of Repairable Systems With Dependent Component Failures Under Partially Perfect Repair.
IEEE Trans. Reliab.
Qingyu Yang, Nailong Zhang, Yili Hong
2012 C conf
An Empirical Investigation on Provider Pricing in Online Crowdsourcing Markets for IT Services.
ICIS
Yili Hong, Paul A. Pavlou
2012 — conf
Do Consumers Trust Online Product Reviews? An Experimental Study of Biases in Online Product Reviews.
AMCIS
Wenjuan Yuan, Yili Hong, Paul A. Pavlou
2012 J jnl
Failure Profile Analysis of Complex Repairable Systems With Multiple Failure Modes.
IEEE Trans. Reliab.
Qingyu Yang, Yili Hong, Yong Chen, Jianjun Shi
2012 J jnl
On Product Uncertainty in Online Markets: Theory and Evidence.
MIS Q.
Angelika Dimoka, Yili Hong, Paul A. Pavlou
2011 J jnl
Modeling the Success of Small and Medium Sized Online Vendors in Business to Business Electronic Marketplaces in China: A Motivation - Capability Framework.
J. Glob. Inf. Manag.
Shan Wang, Yili Hong, Norman P. Archer, Youwei Wang
2010 J jnl
A Tool for Evaluating Time-Varying-Stress Accelerated Life Test Plans With Log-Location-Scale Distributions.
IEEE Trans. Reliab.
Yili Hong, Haiming Ma, William Q. Meeker
2010 J jnl
Field-Failure and Warranty Prediction Based on Auxiliary Use-Rate Information.
Technometrics
Yili Hong, William Q. Meeker
2010 C conf
Fit Does Matter! An Empirical Study on Product Fit Uncertainty in Online Marketplaces.
ICIS
Yili Hong, Paul A. Pavlou
2009 J jnl
Using Accelerated Life Tests Results to Predict Product Field Reliability.
Technometrics
William Q. Meeker, Luis A. Escobar, Yili Hong
2008 J jnl
Avoiding Problems With Normal Approximation Confidence Intervals for Probabilities.
Technometrics
Yili Hong, William Q. Meeker, Luis A. Escobar
2008 J jnl
The Relationship Between Confidence Intervals for Failure Probabilities and Life Time Quantiles.
IEEE Trans. Reliab.
Yili Hong, William Q. Meeker, Luis A. Escobar
2007 Misc conf
Integrated Decision Algorithms for Auto-steered Electric Transmission System Asset Management.
International Conference on Computational Science (1)
James D. McCalley, Vasant G. Honavar, Sarah M. Ryan, William Q. Meeker, Daji Qiao, Ronald A. Roberts, Yuan Li, Jyotishman Pathak, Mujing Ye, Yili Hong