Xinwei Deng - RankMe

83 papers A* 5B 5Misc 7Journal 57Unranked 8

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Multi-Layer Sliced Design and Analysis with Application to AI Assurance. Technometrics Qing Guo, Xinwei Deng, Peter Chien
2026	A*	`conf`	Prediction of Hospital Associated Infections During Continuous Hospital Stays. AAAI Rituparna Datta, Methun Kamruzzaman, Eili Y. Klein, Gregory Madden, Xinwei Deng, Anil Vullikanti, Parantapa Bhattacharya
2025	J	`jnl`	A 12 IEICE Electron. Express Shangzheng Yang, Xinwei Deng, Weibo Hu
2025	J	`jnl`	A Multifacet Hierarchical Sentiment-Topic Model with Application to Multi-Brand Online Review Analysis. CoRR Qiao Liang, Xinwei Deng
2025	—	`conf`	A Network-Based Covariate Augmented Factorization Approach for Modeling Facebook Common Knowledge Experiments. ASONAM (1) Hao He, Xueying Liu, Neil Kattampallil, Vicki Lancaster, Gizem Korkmaz, Chris J. Kuhlman, Xinwei Deng
2025	J	`jnl`	A multifacet hierarchical sentiment-topic model with application to multi-brand online review analysis. Stat. Comput. Qiao Liang, Xinwei Deng
2025	J	`jnl`	Adaptive Design for Contour Estimation from Computer Experiments with Quantitative and Qualitative Inputs. SIAM/ASA J. Uncertain. Quantification Anita Shahrokhian, Xinwei Deng, C. Devon Lin, Pritam Ranjan, Li Xu
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	Misc	`conf`	FAIR: Facilitating Artificial Intelligence Resilience in Manufacturing Industrial Internet. CSR Yingyan Zeng, Ismini Lourentzou, Xinwei Deng, Ran Jin
2025	J	`jnl`	FAIR: Facilitating Artificial Intelligence Resilience in Manufacturing Industrial Internet. CoRR Yingyan Zeng, Ismini Lourentzou, Xinwei Deng, Ran Jin
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`	Prediction of Hospital Associated Infections During Continuous Hospital Stays. CoRR Rituparna Datta, Methun Kamruzzaman, Eili Y. Klein, Gregory Madden, Xinwei Deng, Anil Vullikanti, Parantapa Bhattacharya
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	Misc	`conf`	A Framework of Digital Twins for Modeling Human-Subject Word Formation Experiments. WSC Hao He, Xueying Liu, Chris J. Kuhlman, Xinwei Deng
2024	—	`conf`	A Successive Analysis of Online Networked Common Knowledge Experiments. ASONAM (Workshops) Hao He, Xueying Liu, Neil Kattampallil, Vicki Lancaster, Gizem Korkmaz, Chris J. Kuhlman, Xinwei Deng
2024	J	`jnl`	An Efficient Filtering Approach for Model Estimation in Sparse Regression. Stat. Anal. Data Min. Yanran Wei, William Myers, Xinwei Deng
2024	J	`jnl`	An uncertainty quantification framework for agent-based modeling and simulation in networked anagram games. J. Simulation Zhihao Hu, Xueying Liu, Xinwei Deng, Chris J. Kuhlman
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
2024	J	`jnl`	CVPCNN: Conditionally variational parameterized convolution neural network for HRRP target recognition with imperfect side information. Signal Process. Ting Chen, Shuai Guo, Xinwei Deng, Penghui Wang, Jun Ding, Hongwei Liu, Yinghua Wang
2024	J	`jnl`	Continual learning and its industrial applications: A selective review. WIREs Data. Mining. Knowl. Discov. J. Lian, Kevin Choi, Balaji Veeramani, Alison Hu, Sathvik Murli, Laura J. Freeman, Edward Bowen, Xinwei Deng
2024	—	`conf`	Data Composition for Continual Learning in Application of Cyberattack Detection. ASONAM (4) Jiayi Lian, Xueying Liu, Kevin Choi, Balaji Veeramani, Sathvik Murli, Alison Hu, Laura J. Freeman, Edward Bowen, Xinwei Deng
2023	Misc	`conf`	A Calibration Model For Bot-Like Behaviors In Agent-Based Anagram Game Simulation. WSC Xueying Liu, Zhihao Hu, Xinwei Deng, Chris J. Kuhlman
2023	J	`jnl`	A UCB-Based Tree Search Approach to Joint Verification-Correction Strategy for Large-Scale Systems. IEEE Trans. Syst. Man Cybern. Syst. Peng Xu, Xinwei Deng, Alejandro Salado
2023	J	`jnl`	An Indoor Fire Detection Method Based on Multi-Sensor Fusion and a Lightweight Convolutional Neural Network. Sensors Xinwei Deng, Xuewei Shi, Haosen Wang, Qianli Wang, Jun Bao, Zhuming Chen
2023	J	`jnl`	Bayesian Sparse Regression for Mixed Multi-Responses with Application to Runtime Metrics Prediction in Fog Manufacturing. Technometrics Xiaoyu Chen, Xiaoning Kang, Ran Jin, Xinwei Deng
2023	J	`jnl`	Challenges of modeling and analysis in cybermanufacturing: a review from a machine learning and computation perspective. J. Intell. Manuf. Sungku Kang, Ran Jin, Xinwei Deng, Ron S. Kenett
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`	Indicator-based Bayesian variable selection for Gaussian process models in computer experiments. Comput. Stat. Data Anal. Fan Zhang, Ray-Bing Chen, Ying Hung, Xinwei Deng
2023	J	`jnl`	JST-RR Model: Joint Modeling of Ratings and Reviews in Sentiment-Topic Prediction. Technometrics Qiao Liang, Shyam Ranganathan, Kaibo Wang, Xinwei Deng
2023	B	`conf`	Learning Common Knowledge Networks Via Exponential Random Graph Models. ASONAM Xueying Liu, Zhihao Hu, Xinwei Deng, Chris J. Kuhlman
2023	J	`jnl`	Uncertainty Visualization for Characterizing Heterogeneous Human Behaviors in discrete dynamical System Models. Adv. Complex Syst. Xueying Liu, Zhihao Hu, Xinwei Deng, Chris J. Kuhlman
2022	Misc	`conf`	A Bayesian Uncertainty Quantification Approach for Agent-Based Modeling of Networked Anagram Games. WSC Xueying Liu, Zhihao Hu, Xinwei Deng, Chris J. Kuhlman
2022	J	`jnl`	A Parallel Tempering Approach for Efficient Exploration of the Verification Tradespace in Engineered Systems. IEEE Trans. Syst. Man Cybern. Syst. Peng Xu, Alejandro Salado, Xinwei Deng
2022	J	`jnl`	A UCB-based Tree Search Approach to Joint Verification-Correction Strategy for Large Scale Systems. CoRR Peng Xu, Xinwei Deng, Alejandro Salado
2022	J	`jnl`	A generative approach to modeling data with quantitative and qualitative responses. J. Multivar. Anal. Xiaoning Kang, Lulu Kang, Wei Chen, Xinwei Deng
2022	—	`conf`	Bayesian Approach to Uncertainty Visualization of Heterogeneous Behaviors in Modeling Networked Anagram Games. COMPLEX NETWORKS (2) Xueying Liu, Zhihao Hu, Xinwei Deng, Chris J. Kuhlman
2022	J	`jnl`	Boosting Sensitivity of Large-scale Online Experimentation via Dropout Buyer Imputation. CoRR Sumin Shen, Huiying Mao, Zezhong Zhang, Zili Chen, Keyu Nie, Xinwei Deng
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
2022	J	`jnl`	Do-AIQ: A Design-of-Experiment Approach to Quality Evaluation of AI Mislabel Detection Algorithm. CoRR J. Lian, Kevin Choi, Balaji Veeramani, Alison Hu, Laura J. Freeman, Edward Bowen, Xinwei Deng
2022	A*	`conf`	Tight Mutual Information Estimation With Contrastive Fenchel-Legendre Optimization. NeurIPS Qing Guo, Junya Chen, Dong Wang, Yuewei Yang, Xinwei Deng, Jing Huang, Lawrence Carin, Fan Li, Chenyang Tao
2022	—	`conf`	Ultra-Low-Loss Graphene Coated Optical Fiber Polarizer with PMMA Enhancement. OECC/PSC Jianwei Li, Xinwei Deng, Shilin Zhao, Ziyu Wang, Xinyue Wang
2021	J	`jnl`	A Cost-Efficient Data-Driven Approach to Design Space Exploration for Personalized Geometric Design in Additive Manufacturing. J. Comput. Inf. Sci. Eng. Sungku Kang, Xinwei Deng, Ran Jin
2021	J	`jnl`	A Parallel Tempering Approach for Efficient Exploration of the Verification Tradespace in Engineered Systems. CoRR Peng Xu, Alejandro Salado, Xinwei Deng
2021	J	`jnl`	Adaptive Convex Clustering of Generalized Linear Models With Application in Purchase Likelihood Prediction. Technometrics Shuyu Chu, Huijing Jiang, Zhengliang Xue, Xinwei Deng
2021	Misc	`conf`	An Uncertainty Quantification Approach For Agent-Based Modeling Of Human Behavior In Networked Anagram Games. WSC Zhihao Hu, Xinwei Deng, Chris J. Kuhlman
2021	A*	`conf`	Are Current Voice Interfaces Designed to Support Children's Language Development? CHI Ying Xu, Stacy M. Branham, Xinwei Deng, Penelope Collins, Mark Warschauer
2021	J	`jnl`	Constrained Varying-Coefficient Model for Time-Course Experiments in Soft Tissue Fabrication. Technometrics Qian Wu, Xinwei Deng, Shiren Wang, Li Zeng
2021	—	`conf`	Deep Neural Network Pipelines for Multivariate Time Series Classification in Smart Manufacturing. ICPS Parshin Shojaee, Yingyan Zeng, Xiaoyu Chen, Ran Jin, Xinwei Deng, Chuck Zhang
2021	J	`jnl`	EzGP: Easy-to-Interpret Gaussian Process Models for Computer Experiments with Both Quantitative and Qualitative Factors. SIAM/ASA J. Uncertain. Quantification Qian Xiao, Abhyuday Mandal, C. Devon Lin, Xinwei Deng
2021	J	`jnl`	JST-RR Model: Joint Modeling of Ratings and Reviews in Sentiment-Topic Prediction. CoRR Qiao Liang, Shyam Ranganathan, Kaibo Wang, Xinwei Deng
2021	J	`jnl`	Multivariate regression of mixed responses for evaluation of visualization designs. IISE Trans. Xiaoning Kang, Xiaoyu Chen, Ran Jin, Hao Wu, Xinwei Deng
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
2021	J	`jnl`	Tight Mutual Information Estimation With Contrastive Fenchel-Legendre Optimization. CoRR Qing Guo, Junya Chen, Dong Wang, Yuewei Yang, Xinwei Deng, Lawrence Carin, Fan Li, Chenyang Tao
2021	—	`conf`	Versatile Uncertainty Quantification of Contrastive Behaviors for Modeling Networked Anagram Games. COMPLEX NETWORKS Zhihao Hu, Xinwei Deng, Chris J. Kuhlman
2020	J	`jnl`	Additive Heredity Model for the Analysis of Mixture-of-Mixtures Experiments. Technometrics Sumin Shen, Lulu Kang, Xinwei Deng
2020	J	`jnl`	Design and analysis of computer experiments with quantitative and qualitative inputs: A selective review. WIREs Data Mining Knowl. Discov. Xiaoning Kang, Xinwei Deng
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`	Manufacturing quality prediction using smooth spatial variable selection estimator with applications in aerosol jet®printed electronics manufacturing. IISE Trans. Yifu Li, Hongyue Sun, Xinwei Deng, Chuck Zhang, Hsu-Pin (Ben) Wang, Ran Jin
2020	J	`jnl`	Networked experiments and modeling for producing collective identity in a group of human subjects using an iterative abduction framework. Soc. Netw. Anal. Min. Vanessa Cedeno-Mieles, Zhihao Hu, Yihui Ren, Xinwei Deng, Abhijin Adiga, Christopher L. Barrett, Noshir Contractor, Saliya Ekanayake, Joshua M. Epstein, Brian J. Goode, Gizem Korkmaz, Chris J. Kuhlman, Dustin Machi, Michael W. Macy, Madhav V. Marathe, Naren Ramakrishnan, S. S. Ravi, Parang Saraf, Nathan Self
2020	J	`jnl`	Scalable Algorithms for the Sparse Ridge Regression. SIAM J. Optim. Weijun Xie, Xinwei Deng
2019	J	`jnl`	A parallel implementation of the ensemble Kalman filter based on modified Cholesky decomposition. J. Comput. Sci. Elias David Niño Ruiz, Adrian Sandu, Xinwei Deng
2019	B	`conf`	Mechanistic and data-driven agent-based models to explain human behavior in online networked group anagram games. ASONAM Vanessa Cedeno-Mieles, Zhihao Hu, Xinwei Deng, Yihui Ren, Abhijin Adiga, Christopher L. Barrett, Saliya Ekanayake, Gizem Korkmaz, Chris J. Kuhlman, Dustin Machi, Madhav V. Marathe, S. S. Ravi, Brian J. Goode, Naren Ramakrishnan, Parang Saraf, Nathan Self, Noshir Contractor, Joshua M. Epstein, Michael W. Macy
2019	Misc	`conf`	On the Modeling and Agent-Based Simulation of a Cooperative Group Anagram Game. WSC Zhihao Hu, Dustin Machi, Madhav V. Marathe, S. S. Ravi, Yihui Ren, Vanessa Cedeno-Mieles, Saliya Ekanayake, Xinwei Deng, Brian J. Goode, Naren Ramakrishnan, Parang Saraf, Nathan Self, Abhijin Adiga, Gizem Korkmaz, Chris J. Kuhlman
2018	J	`jnl`	An Ensemble Kalman Filter Implementation Based on Modified Cholesky Decomposition for Inverse Covariance Matrix Estimation. SIAM J. Sci. Comput. Elias David Niño Ruiz, Adrian Sandu, Xinwei Deng
2018	J	`jnl`	Functional Quantitative and Qualitative Models for Quality Modeling in a Fused Deposition Modeling Process. IEEE Trans Autom. Sci. Eng. Hongyue Sun, Prahalad K. Rao, Zhenyu James Kong, Xinwei Deng, Ran Jin
2018	B	`conf`	Generative Modeling of Human Behavior and Social Interactions Using Abductive Analysis. ASONAM Yihui Ren, Vanessa Cedeno-Mieles, Zhihao Hu, Xinwei Deng, Abhijin Adiga, Christopher L. Barrett, Saliya Ekanayake, Brian J. Goode, Gizem Korkmaz, Chris J. Kuhlman, Dustin Machi, Madhav V. Marathe, Naren Ramakrishnan, S. S. Ravi, Parang Saraf, Nathan Self, Noshir Contractor, Joshua M. Epstein, Michael W. Macy
2018	A*	`conf`	Graph Scan Statistics With Uncertainty. AAAI Jose Cadena, Arinjoy Basak, Anil Vullikanti, Xinwei Deng
2018	J	`jnl`	Non-invasive assessment of liver quality in transplantation based on thermal imaging analysis. Comput. Methods Programs Biomed. Qing Lan, Hongyue Sun, John Robertson, Xinwei Deng, Ran Jin
2018	Misc	`conf`	Pipelines and their Compositions for Modeling and Analysis of controlled Online Networked Social Science Experiments. WSC Vanessa Cedeno-Mieles, Yihui Ren, Saliya Ekanayake, Brian J. Goode, Chris J. Kuhlman, Dustin Machi, Madhav V. Marathe, Henning S. Mortveit, Zhihao Hu, Xinwei Deng, Naren Ramakrishnan, Parang Saraf, Nathan Self, Noshir Contractor, Joshua M. Epstein, Michael W. Macy
2018	J	`jnl`	Sparse estimation of multivariate Poisson log-normal models from count data. Stat. Anal. Data Min. Hao Wu, Xinwei Deng, Naren Ramakrishnan
2017	J	`jnl`	Additive Gaussian Process for Computer Models With Qualitative and Quantitative Factors. Technometrics Xinwei Deng, C. Devon Lin, K.-W. Liu, R. Kerry Rowe
2016	J	`jnl`	A Parallel Implementation of the Ensemble Kalman Filter Based on Modified Cholesky Decomposition. CoRR Elias D. Niño, Adrian Sandu, Xinwei Deng
2016	J	`jnl`	A Spatial Calibration Model for Nanotube Film Quality Prediction. IEEE Trans Autom. Sci. Eng. Xin Wang, Su Wu, Kaibo Wang, Xinwei Deng, Liang Liu, Qi Cai
2016	J	`jnl`	Online Updating of Computer Model Output Using Real-Time Sensor Data. Technometrics Huijing Jiang, Xinwei Deng, Vanessa López, Hendrik F. Hamann
2016	J	`jnl`	Sparse Estimation of Multivariate Poisson Log-Normal Model and Inverse Covariance for Count Data. CoRR Hao Wu, Xinwei Deng, Naren Ramakrishnan
2015	—	`conf`	A parallel ensemble Kalman filter implementation based on modified Cholesky decomposition. ScalA@SC Elias David Niño Ruiz, Adrian Sandu, Xinwei Deng
2015	J	`jnl`	QQ Models: Joint Modeling for Quantitative and Qualitative Quality Responses in Manufacturing Systems. Technometrics Xinwei Deng, Ran Jin
2013	A*	`conf`	Robust sparse estimation of multiresponse regression and inverse covariance matrix via the L2 distance. KDD Aurélie C. Lozano, Huijing Jiang, Xinwei Deng
2012	J	`jnl`	Experimental design. WIREs Data Mining Knowl. Discov. J. P. Morgan, Xinwei Deng
2009	—	`—`	Contributions to statistical learning and statistical quantification in nanomaterials. Xinwei Deng
2007	B	`conf`	Amount of Fading Analysis for Transmit Antenna Selection in MIMO Systems. WCNC Xinwei Deng, Wei Zhang, Chintha Tellambura
2007	B	`conf`	Performance Analysis of Transmit and Receive Antenna Selection with Space-Time Coding. GLOBECOM Wei Zhang, Chintha Tellambura, Xinwei Deng