Xinwei Deng

1.7k total citations
109 papers, 1.0k citations indexed

About

Xinwei Deng is a scholar working on Artificial Intelligence, Management Science and Operations Research and Computational Theory and Mathematics. According to data from OpenAlex, Xinwei Deng has authored 109 papers receiving a total of 1.0k indexed citations (citations by other indexed papers that have themselves been cited), including 34 papers in Artificial Intelligence, 23 papers in Management Science and Operations Research and 17 papers in Computational Theory and Mathematics. Recurrent topics in Xinwei Deng's work include Advanced Multi-Objective Optimization Algorithms (15 papers), Optimal Experimental Design Methods (15 papers) and Statistical Methods and Inference (11 papers). Xinwei Deng is often cited by papers focused on Advanced Multi-Objective Optimization Algorithms (15 papers), Optimal Experimental Design Methods (15 papers) and Statistical Methods and Inference (11 papers). Xinwei Deng collaborates with scholars based in United States, China and Canada. Xinwei Deng's co-authors include Ran Jin, Xiaoning Kang, Adrian Sandu, Elías D. Niño-Ruiz, Kam‐Wah Tsui, Hongyue Sun, V. Roshan Joseph, R. Kerry Rowe, Weijun Xie and Xiaoyu Chen and has published in prestigious journals such as Proceedings of the National Academy of Sciences, SHILAP Revista de lepidopterología and Journal of the American Statistical Association.

In The Last Decade

Xinwei Deng

94 papers receiving 1.0k citations

Peers — A (Enhanced Table)

Peers by citation overlap · career bar shows stage (early→late) cites · hero ref

Name h Career Trend Papers Cites
Xinwei Deng United States 19 230 144 129 114 101 109 1.0k
Tshilidzi Marwala South Africa 26 515 2.2× 151 1.0× 76 0.6× 105 0.9× 75 0.7× 230 2.4k
Zdravko I. Botev Australia 13 187 0.8× 127 0.9× 55 0.4× 200 1.8× 27 0.3× 42 981
Chao Gao China 28 604 2.6× 65 0.5× 139 1.1× 106 0.9× 54 0.5× 165 2.5k
Sudhanshu Mishra India 20 373 1.6× 217 1.5× 165 1.3× 54 0.5× 27 0.3× 208 1.7k
Rong Yuan China 30 115 0.5× 184 1.3× 278 2.2× 26 0.2× 160 1.6× 195 2.8k
Rong Zhu China 21 566 2.5× 89 0.6× 59 0.5× 324 2.8× 23 0.2× 82 1.5k
Lili Rong China 21 136 0.6× 177 1.2× 152 1.2× 30 0.3× 46 0.5× 81 1.9k
Bo Friis Nielsen Denmark 16 67 0.3× 135 0.9× 43 0.3× 144 1.3× 86 0.9× 71 1.0k
Matthias Schubert Germany 19 835 3.6× 43 0.3× 49 0.4× 83 0.7× 51 0.5× 106 2.3k

Countries citing papers authored by Xinwei Deng

Since Specialization
Citations

This map shows the geographic impact of Xinwei Deng's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Xinwei Deng with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Xinwei Deng more than expected).

Fields of papers citing papers by Xinwei Deng

Since Specialization
Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Xinwei Deng. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Xinwei Deng. The network helps show where Xinwei Deng may publish in the future.

Co-authorship network of co-authors of Xinwei Deng

This figure shows the co-authorship network connecting the top 25 collaborators of Xinwei Deng. A scholar is included among the top collaborators of Xinwei Deng based on the total number of citations received by their joint publications. Widths of edges represent the number of papers authors have co-authored together. Node borders signify the number of papers an author published with Xinwei Deng. Xinwei Deng is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

20 of 20 papers shown
1.
Clark, Jeanne M., et al.. (2025). DR-AIR: A data repository bridging the research gap in AI reliability. Quality Engineering. 1–22.
2.
3.
Deng, Xinwei, et al.. (2025). A multifacet hierarchical sentiment-topic model with application to multi-brand online review analysis. Statistics and Computing. 35(3). 1 indexed citations
4.
Deng, Xinwei, et al.. (2025). Low responsiveness of machine learning models to critical or deteriorating health conditions. Communications Medicine. 5(1). 62–62. 3 indexed citations
5.
Bowen, E., et al.. (2024). Continual learning and its industrial applications: A selective review. Wiley Interdisciplinary Reviews Data Mining and Knowledge Discovery. 14(6). 1 indexed citations
6.
Min, Jie, et al.. (2024). Applied Statistics in the Era of Artificial Intelligence: A Review and\n Vision. arXiv (Cornell University).
7.
Chen, Ray‐Bing, et al.. (2023). Indicator-based Bayesian variable selection for Gaussian process models in computer experiments. Computational Statistics & Data Analysis. 185. 107757–107757.
8.
Marathe, Achla, Xinwei Deng, Paula Ruiz-Castillo, et al.. (2023). Alternative approaches for creating a wealth index: the case of Mozambique. BMJ Global Health. 8(8). e012639–e012639. 7 indexed citations
9.
10.
Kang, Lulu, Xinwei Deng, & Ran Jin. (2023). Bayesian D-Optimal Design of Experiments with Quantitative and Qualitative Responses. 371–385. 1 indexed citations
11.
Liu, Xueying, Zhihao Hu, Xinwei Deng, & Chris J. Kuhlman. (2022). A Bayesian Uncertainty Quantification Approach for Agent-Based Modeling of Networked Anagram Games. 2022 Winter Simulation Conference (WSC). 112. 310–321. 2 indexed citations
12.
Xiao, Qian, Yaping Wang, Abhyuday Mandal, & Xinwei Deng. (2022). Modeling and Active Learning for Experiments with Quantitative-Sequence Factors. Journal of the American Statistical Association. 119(545). 407–421. 4 indexed citations
13.
Wang, Hao, Qiong Zhang, Kaibo Wang, & Xinwei Deng. (2020). A statistics-guided approach to dimensional quality characterization of free-form surfaces with an application to 3D printing. Quality Engineering. 32(4). 721–739. 1 indexed citations
14.
Deng, Xinwei, et al.. (2020). Driving safety assessment for ride-hailing drivers. Accident Analysis & Prevention. 149. 105574–105574. 51 indexed citations
15.
Hu, Zhihao, Yihui Ren, Xinwei Deng, et al.. (2020). Data analysis and modeling pipelines for controlled networked social science experiments. PLoS ONE. 15(11). e0242453–e0242453. 2 indexed citations
16.
Deng, Xinwei, et al.. (2019). Multivariate Bernoulli Logit-Normal Model for Failure Prediction. Annual Conference of the PHM Society. 11(1). 1 indexed citations
17.
Lan, Qing, Hongyue Sun, John L. Robertson, Xinwei Deng, & Ran Jin. (2018). Non-invasive assessment of liver quality in transplantation based on thermal imaging analysis. Computer Methods and Programs in Biomedicine. 164. 31–47. 10 indexed citations
18.
Sun, Hongyue, Prahalada Rao, Zhenyu Kong, Xinwei Deng, & Ran Jin. (2017). Functional Quantitative and Qualitative Models for Quality Modeling in a Fused Deposition Modeling Process. IEEE Transactions on Automation Science and Engineering. 15(1). 393–403. 33 indexed citations
19.
Kang, Xiaoning & Xinwei Deng. (2017). Ensemble Estimation of Large Sparse Covariance Matrix Based on Modified Cholesky Decomposition. arXiv (Cornell University). 1 indexed citations
20.
Deng, Xinwei, Casandra Philipson, Josep Bassaganya‐Riera, et al.. (2015). Sensitivity Analysis of an ENteric Immunity SImulator (ENISI)-Based Model of Immune Responses to Helicobacter pylori Infection. PLoS ONE. 10(9). e0136139–e0136139. 39 indexed citations

Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.

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