Xinwei Deng

ORCID

Publication Activity (10 Years)

Years Active: 2007-2024
Publications (10 Years): 57

Top Venues

Georgia Institute of Technology, Atlanta, GA, USA (PHD)

Education History

Georgia Institute of Technology, Atlanta, GA, USA

PHD

Publications

Zhihao Hu, Xueying Liu, Xinwei Deng, Chris J. Kuhlman
An uncertainty quantification framework for agent-based modeling and simulation in networked anagram games. J. Simulation 18 (4) (2024)
Ting Chen, Shuai Guo, Xinwei Deng, Penghui Wang, Jun Ding, Hongwei Liu, Yinghua Wang
CVPCNN: Conditionally variational parameterized convolution neural network for HRRP target recognition with imperfect side information. Signal Process. 218 (2024)
Xueying Liu, Zhihao Hu, Xinwei Deng, Chris J. Kuhlman
Learning Common Knowledge Networks Via Exponential Random Graph Models. ASONAM (2023)
Xinwei Deng, Xuewei Shi, Haosen Wang, Qianli Wang, Jun Bao, Zhuming Chen
An Indoor Fire Detection Method Based on Multi-Sensor Fusion and a Lightweight Convolutional Neural Network. Sensors 23 (24) (2023)
Xiaoyu Chen, Xiaoning Kang, Ran Jin, Xinwei Deng
Bayesian Sparse Regression for Mixed Multi-Responses with Application to Runtime Metrics Prediction in Fog Manufacturing. Technometrics 65 (2) (2023)
Fan Zhang, Ray-Bing Chen, Ying Hung, Xinwei Deng
Indicator-based Bayesian variable selection for Gaussian process models in computer experiments. Comput. Stat. Data Anal. 185 (2023)
Sungku Kang, Ran Jin, Xinwei Deng, Ron S. Kenett
Challenges of modeling and analysis in cybermanufacturing: a review from a machine learning and computation perspective. J. Intell. Manuf. 34 (2) (2023)
Xueying Liu, Zhihao Hu, Xinwei Deng, Chris J. Kuhlman
Uncertainty Visualization for Characterizing Heterogeneous Human Behaviors in discrete dynamical System Models. Adv. Complex Syst. 26 (3) (2023)
Xueying Liu, Zhihao Hu, Xinwei Deng, Chris J. Kuhlman
A Calibration Model For Bot-Like Behaviors In Agent-Based Anagram Game Simulation. WSC (2023)
Peng Xu, Xinwei Deng, Alejandro Salado
A UCB-Based Tree Search Approach to Joint Verification-Correction Strategy for Large-Scale Systems. IEEE Trans. Syst. Man Cybern. Syst. 53 (9) (2023)
Li Xu, Yili Hong, Eric P. Smith, David S. McLeod, Xinwei Deng, Laura J. Freeman
Deep Neural Network Identification of Limnonectes Species and New Class Detection Using Image Data. CoRR (2023)
Qiao Liang, Shyam Ranganathan, Kaibo Wang, Xinwei Deng
JST-RR Model: Joint Modeling of Ratings and Reviews in Sentiment-Topic Prediction. Technometrics 65 (1) (2023)
Yueyao Wang, I-Chen Lee, Yili Hong, Xinwei Deng
Building degradation index with variable selection for multivariate sensory data. Reliab. Eng. Syst. Saf. 227 (2022)
Jianwei Li, Xinwei Deng, Shilin Zhao, Ziyu Wang, Xinyue Wang
Ultra-Low-Loss Graphene Coated Optical Fiber Polarizer with PMMA Enhancement. OECC/PSC (2022)
Xiaoning Kang, Lulu Kang, Wei Chen, Xinwei Deng
A generative approach to modeling data with quantitative and qualitative responses. J. Multivar. Anal. 190 (2022)
Xueying Liu, Zhihao Hu, Xinwei Deng, Chris J. Kuhlman
A Bayesian Uncertainty Quantification Approach for Agent-Based Modeling of Networked Anagram Games. WSC (2022)
Xueying Liu, Zhihao Hu, Xinwei Deng, Chris J. Kuhlman
Bayesian Approach to Uncertainty Visualization of Heterogeneous Behaviors in Modeling Networked Anagram Games. COMPLEX NETWORKS (2) (2022)
Sumin Shen, Huiying Mao, Zezhong Zhang, Zili Chen, Keyu Nie, Xinwei Deng
Boosting Sensitivity of Large-scale Online Experimentation via Dropout Buyer Imputation. CoRR (2022)
Peng Xu, Xinwei Deng, Alejandro Salado
A UCB-based Tree Search Approach to Joint Verification-Correction Strategy for Large Scale Systems. CoRR (2022)
Peng Xu, Alejandro Salado, Xinwei Deng
A Parallel Tempering Approach for Efficient Exploration of the Verification Tradespace in Engineered Systems. IEEE Trans. Syst. Man Cybern. Syst. 52 (11) (2022)
Qing Guo, Junya Chen, Dong Wang, Yuewei Yang, Xinwei Deng, Jing Huang, Lawrence Carin, Fan Li, Chenyang Tao
Tight Mutual Information Estimation With Contrastive Fenchel-Legendre Optimization. NeurIPS (2022)
Zhihao Hu, Xinwei Deng, Chris J. Kuhlman
An Uncertainty Quantification Approach For Agent-Based Modeling Of Human Behavior In Networked Anagram Games. WSC (2021)
Qian Wu, Xinwei Deng, Shiren Wang, Li Zeng
Constrained Varying-Coefficient Model for Time-Course Experiments in Soft Tissue Fabrication. Technometrics 63 (2) (2021)
Xia Cai, Li Xu, C. Devon Lin, Yili Hong, Xinwei Deng
Sequential Design of Computer Experiments with Quantitative and Qualitative Factors in Applications to HPC Performance Optimization. CoRR (2021)
Parshin Shojaee, Yingyan Zeng, Xiaoyu Chen, Ran Jin, Xinwei Deng, Chuck Zhang
Deep Neural Network Pipelines for Multivariate Time Series Classification in Smart Manufacturing. ICPS (2021)
Xiaoning Kang, Xiaoyu Chen, Ran Jin, Hao Wu, Xinwei Deng
Multivariate regression of mixed responses for evaluation of visualization designs. IISE Trans. 53 (3) (2021)
Shuyu Chu, Huijing Jiang, Zhengliang Xue, Xinwei Deng
Adaptive Convex Clustering of Generalized Linear Models With Application in Purchase Likelihood Prediction. Technometrics 63 (2) (2021)
Qing Guo, Junya Chen, Dong Wang, Yuewei Yang, Xinwei Deng, Lawrence Carin, Fan Li, Chenyang Tao
Tight Mutual Information Estimation With Contrastive Fenchel-Legendre Optimization. CoRR (2021)
Qian Xiao, Abhyuday Mandal, C. Devon Lin, Xinwei Deng
EzGP: Easy-to-Interpret Gaussian Process Models for Computer Experiments with Both Quantitative and Qualitative Factors. SIAM/ASA J. Uncertain. Quantification 9 (2) (2021)
Peng Xu, Alejandro Salado, Xinwei Deng
A Parallel Tempering Approach for Efficient Exploration of the Verification Tradespace in Engineered Systems. CoRR (2021)
Qiao Liang, Shyam Ranganathan, Kaibo Wang, Xinwei Deng
JST-RR Model: Joint Modeling of Ratings and Reviews in Sentiment-Topic Prediction. CoRR (2021)
Zhihao Hu, Xinwei Deng, Chris J. Kuhlman
Versatile Uncertainty Quantification of Contrastive Behaviors for Modeling Networked Anagram Games. COMPLEX NETWORKS (2021)
Ying Xu, Stacy M. Branham, Xinwei Deng, Penelope Collins, Mark Warschauer
Are Current Voice Interfaces Designed to Support Children's Language Development? CHI (2021)
Sungku Kang, Xinwei Deng, Ran Jin
A Cost-Efficient Data-Driven Approach to Design Space Exploration for Personalized Geometric Design in Additive Manufacturing. J. Comput. Inf. Sci. Eng. 21 (6) (2021)
Yili Hong, Jiayi Lian, Li Xu, Jie Min, Yueyao Wang, Laura J. Freeman, Xinwei Deng
Statistical Perspectives on Reliability of Artificial Intelligence Systems. CoRR (2021)
Yifu Li, Hongyue Sun, Xinwei Deng, Chuck Zhang, Hsu-Pin (Ben) Wang, Ran Jin
Manufacturing quality prediction using smooth spatial variable selection estimator with applications in aerosol jet®printed electronics manufacturing. IISE Trans. 52 (3) (2020)
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
Networked experiments and modeling for producing collective identity in a group of human subjects using an iterative abduction framework. Soc. Netw. Anal. Min. 10 (1) (2020)
Weijun Xie, Xinwei Deng
Scalable Algorithms for the Sparse Ridge Regression. SIAM J. Optim. 30 (4) (2020)
Jiayi Lian, Laura J. Freeman, Yili Hong, Xinwei Deng
Investigating the Robustness of Artificial Intelligent Algorithms with Mixture Experiments. CoRR (2020)
Xiaoning Kang, Xinwei Deng
Design and analysis of computer experiments with quantitative and qualitative inputs: A selective review. WIREs Data Mining Knowl. Discov. 10 (3) (2020)
Sumin Shen, Lulu Kang, Xinwei Deng
Additive Heredity Model for the Analysis of Mixture-of-Mixtures Experiments. Technometrics 62 (2) (2020)
Elias David Niño Ruiz, Adrian Sandu, Xinwei Deng
A parallel implementation of the ensemble Kalman filter based on modified Cholesky decomposition. J. Comput. Sci. 36 (2019)
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
On the Modeling and Agent-Based Simulation of a Cooperative Group Anagram Game. WSC (2019)
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
Mechanistic and data-driven agent-based models to explain human behavior in online networked group anagram games. ASONAM (2019)
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
Generative Modeling of Human Behavior and Social Interactions Using Abductive Analysis. ASONAM (2018)
Hao Wu, Xinwei Deng, Naren Ramakrishnan
Sparse estimation of multivariate Poisson log-normal models from count data. Stat. Anal. Data Min. 11 (2) (2018)
Qing Lan, Hongyue Sun, John Robertson, Xinwei Deng, Ran Jin
Non-invasive assessment of liver quality in transplantation based on thermal imaging analysis. Comput. Methods Programs Biomed. 164 (2018)
Jose Cadena, Arinjoy Basak, Anil Vullikanti, Xinwei Deng
Graph Scan Statistics With Uncertainty. AAAI (2018)
Hongyue Sun, Prahalad K. Rao, Zhenyu James Kong, Xinwei Deng, Ran Jin
Functional Quantitative and Qualitative Models for Quality Modeling in a Fused Deposition Modeling Process. IEEE Trans Autom. Sci. Eng. 15 (1) (2018)
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
Pipelines and their Compositions for Modeling and Analysis of controlled Online Networked Social Science Experiments. WSC (2018)
Elias David Niño Ruiz, Adrian Sandu, Xinwei Deng
An Ensemble Kalman Filter Implementation Based on Modified Cholesky Decomposition for Inverse Covariance Matrix Estimation. SIAM J. Sci. Comput. 40 (2) (2018)
Elias D. Niño, Adrian Sandu, Xinwei Deng
A Parallel Implementation of the Ensemble Kalman Filter Based on Modified Cholesky Decomposition. CoRR (2016)
Huijing Jiang, Xinwei Deng, Vanessa López, Hendrik F. Hamann
Online Updating of Computer Model Output Using Real-Time Sensor Data. Technometrics 58 (4) (2016)
Hao Wu, Xinwei Deng, Naren Ramakrishnan
Sparse Estimation of Multivariate Poisson Log-Normal Model and Inverse Covariance for Count Data. CoRR (2016)
Xin Wang, Su Wu, Kaibo Wang, Xinwei Deng, Liang Liu, Qi Cai
A Spatial Calibration Model for Nanotube Film Quality Prediction. IEEE Trans Autom. Sci. Eng. 13 (2) (2016)
Elias David Niño Ruiz, Adrian Sandu, Xinwei Deng
A parallel ensemble Kalman filter implementation based on modified Cholesky decomposition. ScalA@SC (2015)
Xinwei Deng, Ran Jin
QQ Models: Joint Modeling for Quantitative and Qualitative Quality Responses in Manufacturing Systems. Technometrics 57 (3) (2015)
Aurelie C. Lozano, Huijing Jiang, Xinwei Deng
Robust sparse estimation of multiresponse regression and inverse covariance matrix via the L2 distance. KDD (2013)
J. P. Morgan, Xinwei Deng
Experimental design. WIREs Data Mining Knowl. Discov. 2 (2) (2012)
Xinwei Deng, Wei Zhang, Chintha Tellambura
Amount of Fading Analysis for Transmit Antenna Selection in MIMO Systems. WCNC (2007)
Wei Zhang, Chintha Tellambura, Xinwei Deng
Performance Analysis of Transmit and Receive Antenna Selection with Space-Time Coding. GLOBECOM (2007)

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Publication Activity (10 Years)

Top Topics

Top Venues

Xinwei Deng