A 12 μA -82 dB PSR LDO with PSR enhance technique and dynamic compensation technique. - Yang, Shangzheng; Deng, Xinwei; Hu, Weibo (IEICE Electron. Express, 2025)

A multifacet hierarchical sentiment-topic model with application to multi-brand online review analysis. - Liang, Qiao; Deng, Xinwei (Stat. Comput., 2025)

Bridging the Data Gap in AI Reliability Research and Establishing DR-AIR, a Comprehensive Data Repository for AI Reliability. - Zheng, Simin; Clark, Jared M.; Salboukh, Fatemeh; Silva, Priscila; Mata, Karen da; Pan, Fenglian; Min, Jie; Lian, Jiayi; King, Caleb B.; Fiondella, Lance; Liu, Jian; Deng, Xinwei; et al. (CoRR, 2025)

Performance Evaluation of Large Language Models in Statistical Programming. - Song, Xinyi; Xie, Kexin; Lee, Lina; Chen, Ruizhe; Clark, Jared M.; He, Hao; He, Haoran; Min, Jie; Zhang, Xinlei; Zheng, Simin; Zhang, Zhiyang; Deng, Xinwei; et al. (CoRR, 2025)

StatLLM: A Dataset for Evaluating the Performance of Large Language Models in Statistical Analysis. - Song, Xinyi; Lee, Lina; Xie, Kexin; Liu, Xueying; Deng, Xinwei; Hong, Yili (CoRR, 2025)

A Multifacet Hierarchical Sentiment-Topic Model with Application to Multi-Brand Online Review Analysis. - Liang, Qiao; Deng, Xinwei (CoRR, 2025)

FAIR: Facilitating Artificial Intelligence Resilience in Manufacturing Industrial Internet. - Zeng, Yingyan; Lourentzou, Ismini; Deng, Xinwei; Jin, Ran (CoRR, 2025)

An uncertainty quantification framework for agent-based modeling and simulation in networked anagram games. - Hu, Zhihao; Liu, Xueying; Deng, Xinwei; Kuhlman, Chris J. (J. Simulation, 2024)

An Efficient Filtering Approach for Model Estimation in Sparse Regression. - Wei, Yanran; Myers, William; Deng, Xinwei (Stat. Anal. Data Min., 2024)

CVPCNN: Conditionally variational parameterized convolution neural network for HRRP target recognition with imperfect side information. - Chen, Ting; Guo, Shuai; Deng, Xinwei; Wang, Penghui; Ding, Jun; Liu, Hongwei; Wang, Yinghua (Signal Process., 2024)

Continual learning and its industrial applications: A selective review. - Lian, J.; Choi, Kevin; Veeramani, Balaji; Hu, Alison; Murli, Sathvik; Freeman, Laura J.; Bowen, Edward; Deng, Xinwei (WIREs Data. Mining. Knowl. Discov., 2024)

Data Composition for Continual Learning in Application of Cyberattack Detection. - Lian, Jiayi; Liu, Xueying; Choi, Kevin; Veeramani, Balaji; Murli, Sathvik; Hu, Alison; Freeman, Laura J.; Bowen, Edward; Deng, Xinwei (2024)

A Successive Analysis of Online Networked Common Knowledge Experiments. - He, Hao; Liu, Xueying; Kattampallil, Neil; Lancaster, Vicki; Korkmaz, Gizem; Kuhlman, Chris J.; Deng, Xinwei (2024)

A Framework of Digital Twins for Modeling Human-Subject Word Formation Experiments. - He, Hao; Liu, Xueying; Kuhlman, Chris J.; Deng, Xinwei (2024)

Applied Statistics in the Era of Artificial Intelligence: A Review and Vision. - Min, Jie; Song, Xinyi; Zheng, Simin; King, Caleb B.; Deng, Xinwei; Hong, Yili (CoRR, 2024)

Uncertainty Visualization for Characterizing Heterogeneous Human Behaviors in discrete dynamical System Models. - Liu, Xueying; Hu, Zhihao; Deng, Xinwei; Kuhlman, Chris J. (Adv. Complex Syst., 2023)

Indicator-based Bayesian variable selection for Gaussian process models in computer experiments. - Zhang, Fan; Chen, Ray-Bing; Hung, Ying; Deng, Xinwei (Comput. Stat. Data Anal., 2023)

Challenges of modeling and analysis in cybermanufacturing: a review from a machine learning and computation perspective. - Kang, Sungku; Jin, Ran; Deng, Xinwei; Kenett, Ron S. (J. Intell. Manuf., 2023)

An Indoor Fire Detection Method Based on Multi-Sensor Fusion and a Lightweight Convolutional Neural Network. - Deng, Xinwei; Shi, Xuewei; Wang, Haosen; Wang, Qianli; Bao, Jun; Chen, Zhuming (Sensors, 2023)

JST-RR Model: Joint Modeling of Ratings and Reviews in Sentiment-Topic Prediction. - Liang, Qiao; Ranganathan, Shyam; Wang, Kaibo; Deng, Xinwei (Technometrics, 2023)

Bayesian Sparse Regression for Mixed Multi-Responses with Application to Runtime Metrics Prediction in Fog Manufacturing. - Chen, Xiaoyu; Kang, Xiaoning; Jin, Ran; Deng, Xinwei (Technometrics, 2023)

A UCB-Based Tree Search Approach to Joint Verification-Correction Strategy for Large-Scale Systems. - Xu, Peng; Deng, Xinwei; Salado, Alejandro (IEEE Trans. Syst. Man Cybern. Syst., 2023)

Learning Common Knowledge Networks Via Exponential Random Graph Models. - Liu, Xueying; Hu, Zhihao; Deng, Xinwei; Kuhlman, Chris J. (2023)

A Calibration Model For Bot-Like Behaviors In Agent-Based Anagram Game Simulation. - Liu, Xueying; Hu, Zhihao; Deng, Xinwei; Kuhlman, Chris J. (2023)

Deep Neural Network Identification of Limnonectes Species and New Class Detection Using Image Data. - Xu, Li; Hong, Yili; Smith, Eric P.; McLeod, David S.; Deng, Xinwei; Freeman, Laura J. (CoRR, 2023)

A generative approach to modeling data with quantitative and qualitative responses. - Kang, Xiaoning; Kang, Lulu; Chen, Wei; Deng, Xinwei (J. Multivar. Anal., 2022)

Building degradation index with variable selection for multivariate sensory data. - Wang, Yueyao; Lee, I-Chen; Hong, Yili; Deng, Xinwei (Reliab. Eng. Syst. Saf., 2022)

A Parallel Tempering Approach for Efficient Exploration of the Verification Tradespace in Engineered Systems. - Xu, Peng; Salado, Alejandro; Deng, Xinwei (IEEE Trans. Syst. Man Cybern. Syst., 2022)

Bayesian Approach to Uncertainty Visualization of Heterogeneous Behaviors in Modeling Networked Anagram Games. - Liu, Xueying; Hu, Zhihao; Deng, Xinwei; Kuhlman, Chris J. (2022)

Tight Mutual Information Estimation With Contrastive Fenchel-Legendre Optimization. - Guo, Qing; Chen, Junya; Wang, Dong; Yang, Yuewei; Deng, Xinwei; Huang, Jing; Carin, Lawrence; Li, Fan; Tao, Chenyang (2022)

Ultra-Low-Loss Graphene Coated Optical Fiber Polarizer with PMMA Enhancement. - Li, Jianwei; Deng, Xinwei; Zhao, Shilin; Wang, Ziyu; Wang, Xinyue (2022)

A Bayesian Uncertainty Quantification Approach for Agent-Based Modeling of Networked Anagram Games. - Liu, Xueying; Hu, Zhihao; Deng, Xinwei; Kuhlman, Chris J. (2022)

A UCB-based Tree Search Approach to Joint Verification-Correction Strategy for Large Scale Systems. - Xu, Peng; Deng, Xinwei; Salado, Alejandro (CoRR, 2022)

Do-AIQ: A Design-of-Experiment Approach to Quality Evaluation of AI Mislabel Detection Algorithm. - Lian, J.; Choi, Kevin; Veeramani, Balaji; Hu, Alison; Freeman, Laura J.; Bowen, Edward; Deng, Xinwei (CoRR, 2022)

Boosting Sensitivity of Large-scale Online Experimentation via Dropout Buyer Imputation. - Shen, Sumin; Mao, Huiying; Zhang, Zezhong; Chen, Zili; Nie, Keyu; Deng, Xinwei (CoRR, 2022)

Multivariate regression of mixed responses for evaluation of visualization designs. - Kang, Xiaoning; Chen, Xiaoyu; Jin, Ran; Wu, Hao; Deng, Xinwei (IISE Trans., 2021)

A Cost-Efficient Data-Driven Approach to Design Space Exploration for Personalized Geometric Design in Additive Manufacturing. - Kang, Sungku; Deng, Xinwei; Jin, Ran (J. Comput. Inf. Sci. Eng., 2021)

EzGP: Easy-to-Interpret Gaussian Process Models for Computer Experiments with Both Quantitative and Qualitative Factors. - Xiao, Qian; Mandal, Abhyuday; Lin, C. Devon; Deng, Xinwei (SIAM/ASA J. Uncertain. Quantification, 2021)

Adaptive Convex Clustering of Generalized Linear Models With Application in Purchase Likelihood Prediction. - Chu, Shuyu; Jiang, Huijing; Xue, Zhengliang; Deng, Xinwei (Technometrics, 2021)

Constrained Varying-Coefficient Model for Time-Course Experiments in Soft Tissue Fabrication. - Wu, Qian; Deng, Xinwei; Wang, Shiren; Zeng, Li (Technometrics, 2021)

Are Current Voice Interfaces Designed to Support Children's Language Development? - Xu, Ying; Branham, Stacy M.; Deng, Xinwei; Collins, Penelope; Warschauer, Mark (2021)

Versatile Uncertainty Quantification of Contrastive Behaviors for Modeling Networked Anagram Games. - Hu, Zhihao; Deng, Xinwei; Kuhlman, Chris J. (2021)

Deep Neural Network Pipelines for Multivariate Time Series Classification in Smart Manufacturing. - Shojaee, Parshin; Zeng, Yingyan; Chen, Xiaoyu; Jin, Ran; Deng, Xinwei; Zhang, Chuck (2021)

An Uncertainty Quantification Approach For Agent-Based Modeling Of Human Behavior In Networked Anagram Games. - Hu, Zhihao; Deng, Xinwei; Kuhlman, Chris J. (2021)

Sequential Design of Computer Experiments with Quantitative and Qualitative Factors in Applications to HPC Performance Optimization. - Cai, Xia; Xu, Li; Lin, C. Devon; Hong, Yili; Deng, Xinwei (CoRR, 2021)

JST-RR Model: Joint Modeling of Ratings and Reviews in Sentiment-Topic Prediction. - Liang, Qiao; Ranganathan, Shyam; Wang, Kaibo; Deng, Xinwei (CoRR, 2021)

Tight Mutual Information Estimation With Contrastive Fenchel-Legendre Optimization. - Guo, Qing; Chen, Junya; Wang, Dong; Yang, Yuewei; Deng, Xinwei; Carin, Lawrence; Li, Fan; Tao, Chenyang (CoRR, 2021)

A Parallel Tempering Approach for Efficient Exploration of the Verification Tradespace in Engineered Systems. - Xu, Peng; Salado, Alejandro; Deng, Xinwei (CoRR, 2021)

Statistical Perspectives on Reliability of Artificial Intelligence Systems. - Hong, Yili; Lian, Jiayi; Xu, Li; Min, Jie; Wang, Yueyao; Freeman, Laura J.; Deng, Xinwei (CoRR, 2021)

Manufacturing quality prediction using smooth spatial variable selection estimator with applications in aerosol jet®printed electronics manufacturing. - Li, Yifu; Sun, Hongyue; Deng, Xinwei; Zhang, Chuck; Wang, Hsu-Pin (Ben); Jin, Ran (IISE Trans., 2020)

Scalable Algorithms for the Sparse Ridge Regression. - Xie, Weijun; Deng, Xinwei (SIAM J. Optim., 2020)

Networked experiments and modeling for producing collective identity in a group of human subjects using an iterative abduction framework. - Cedeno-Mieles, Vanessa; Hu, Zhihao; Ren, Yihui; Deng, Xinwei; Adiga, Abhijin; Barrett, Christopher L.; Contractor, Noshir; Ekanayake, Saliya; Epstein, Joshua M.; Goode, Brian J.; Korkmaz, Gizem; Kuhlman, Chris J.; et al. (Soc. Netw. Anal. Min., 2020)

Additive Heredity Model for the Analysis of Mixture-of-Mixtures Experiments. - Shen, Sumin; Kang, Lulu; Deng, Xinwei (Technometrics, 2020)

Design and analysis of computer experiments with quantitative and qualitative inputs: A selective review. - Kang, Xiaoning; Deng, Xinwei (WIREs Data Mining Knowl. Discov., 2020)

Investigating the Robustness of Artificial Intelligent Algorithms with Mixture Experiments. - Lian, Jiayi; Freeman, Laura J.; Hong, Yili; Deng, Xinwei (CoRR, 2020)

A parallel implementation of the ensemble Kalman filter based on modified Cholesky decomposition. - Ruiz, Elias David Niño; Sandu, Adrian; Deng, Xinwei (J. Comput. Sci., 2019)

Mechanistic and data-driven agent-based models to explain human behavior in online networked group anagram games. - Cedeno-Mieles, Vanessa; Hu, Zhihao; Deng, Xinwei; Ren, Yihui; Adiga, Abhijin; Barrett, Christopher L.; Ekanayake, Saliya; Korkmaz, Gizem; Kuhlman, Chris J.; Machi, Dustin; Marathe, Madhav V.; Ravi, S. S.; et al. (2019)

On the Modeling and Agent-Based Simulation of a Cooperative Group Anagram Game. - Hu, Zhihao; Machi, Dustin; Marathe, Madhav V.; Ravi, S. S.; Ren, Yihui; Cedeno-Mieles, Vanessa; Ekanayake, Saliya; Deng, Xinwei; Goode, Brian J.; Ramakrishnan, Naren; Saraf, Parang; Self, Nathan; et al. (2019)

Non-invasive assessment of liver quality in transplantation based on thermal imaging analysis. - Lan, Qing; Sun, Hongyue; Robertson, John; Deng, Xinwei; Jin, Ran (Comput. Methods Programs Biomed., 2018)

Sparse estimation of multivariate Poisson log-normal models from count data. - Wu, Hao; Deng, Xinwei; Ramakrishnan, Naren (Stat. Anal. Data Min., 2018)

An Ensemble Kalman Filter Implementation Based on Modified Cholesky Decomposition for Inverse Covariance Matrix Estimation. - Ruiz, Elias David Niño; Sandu, Adrian; Deng, Xinwei (SIAM J. Sci. Comput., 2018)

Functional Quantitative and Qualitative Models for Quality Modeling in a Fused Deposition Modeling Process. - Sun, Hongyue; Rao, Prahalad K.; Kong, Zhenyu James; Deng, Xinwei; Jin, Ran (IEEE Trans Autom. Sci. Eng., 2018)

Graph Scan Statistics With Uncertainty. - Cadena, Jose; Basak, Arinjoy; Vullikanti, Anil; Deng, Xinwei (2018)

Generative Modeling of Human Behavior and Social Interactions Using Abductive Analysis. - Ren, Yihui; Cedeno-Mieles, Vanessa; Hu, Zhihao; Deng, Xinwei; Adiga, Abhijin; Barrett, Christopher L.; Ekanayake, Saliya; Goode, Brian J.; Korkmaz, Gizem; Kuhlman, Chris J.; Machi, Dustin; Marathe, Madhav V.; et al. (2018)

Pipelines and their Compositions for Modeling and Analysis of controlled Online Networked Social Science Experiments. - Cedeno-Mieles, Vanessa; Ren, Yihui; Ekanayake, Saliya; Goode, Brian J.; Kuhlman, Chris J.; Machi, Dustin; Marathe, Madhav V.; Mortveit, Henning S.; Hu, Zhihao; Deng, Xinwei; Ramakrishnan, Naren; Saraf, Parang; et al. (2018)

Additive Gaussian Process for Computer Models With Qualitative and Quantitative Factors. - Deng, Xinwei; Lin, C. Devon; Liu, K.-W.; Rowe, R. Kerry (Technometrics, 2017)

A Spatial Calibration Model for Nanotube Film Quality Prediction. - Wang, Xin; Wu, Su; Wang, Kaibo; Deng, Xinwei; Liu, Liang; Cai, Qi (IEEE Trans Autom. Sci. Eng., 2016)

Online Updating of Computer Model Output Using Real-Time Sensor Data. - Jiang, Huijing; Deng, Xinwei; López, Vanessa; Hamann, Hendrik F. (Technometrics, 2016)

Sparse Estimation of Multivariate Poisson Log-Normal Model and Inverse Covariance for Count Data. - Wu, Hao; Deng, Xinwei; Ramakrishnan, Naren (CoRR, 2016)

A Parallel Implementation of the Ensemble Kalman Filter Based on Modified Cholesky Decomposition. - Niño, Elias D.; Sandu, Adrian; Deng, Xinwei (CoRR, 2016)

QQ Models: Joint Modeling for Quantitative and Qualitative Quality Responses in Manufacturing Systems. - Deng, Xinwei; Jin, Ran (Technometrics, 2015)

A parallel ensemble Kalman filter implementation based on modified Cholesky decomposition. - Ruiz, Elias David Niño; Sandu, Adrian; Deng, Xinwei (2015)

Robust sparse estimation of multiresponse regression and inverse covariance matrix via the L2 distance. - Lozano, Aurélie C.; Jiang, Huijing; Deng, Xinwei (2013)

Experimental design. - Morgan, J. P.; Deng, Xinwei (WIREs Data Mining Knowl. Discov., 2012)

Contributions to statistical learning and statistical quantification in nanomaterials. - Deng, Xinwei (2009)

Performance Analysis of Transmit and Receive Antenna Selection with Space-Time Coding. - Zhang, Wei; Tellambura, Chintha; Deng, Xinwei (2007)

Amount of Fading Analysis for Transmit Antenna Selection in MIMO Systems. - Deng, Xinwei; Zhang, Wei; Tellambura, Chintha (2007)