A Nonlinear Dynamic Model of Risk Propagation and Optimal Control Strategy in Multilayer Financial Networks.

Chun Yan

Yi Ding 0032 Yue Yin Chun Yan Yufei Zhao Wei Liu 0051 A Nonlinear Dynamic Model of Risk Propagation and Optimal Control Strategy in Multilayer Financial Networks. 2026 15 Axioms 3 https://doi.org/10.3390/axioms15030166 db/journals/axioms/axioms15.html#DingYYZL26 streams/journals/axioms

Wei Liu 0051 Lujia Li Chun Yan Yulin Zhang Xiaochun Cheng Xinyan Zhao Mingshi Liu Dynamic Facial Expression Recognition of Learners via Adaptive Global Attention and Differential Temporal Transformer. 2026 514-528 11 CAAI Trans. Intell. Technol. 2 https://doi.org/10.1049/cit2.70115 db/journals/caaitrit/caaitrit11.html#LiuLYZCZL26 streams/journals/caaitrit

Yu Zhou 0057 Chun Yan Xiangrong Wang Fuzzy mean-variance-skewness portfolio model driven by dynamic risk and return. 128879 2026 295 Expert Syst. Appl. https://doi.org/10.1016/j.eswa.2025.128879 db/journals/eswa/eswa295.html#ZhouYW26 streams/journals/eswa

Yi Ding 0032 Chun Yan Wei Liu 0051 Xinhong Liu Jiahui Liu 0005 Risk contagion effects and stability analysis of complex financial systems with multilayer networks. 2026 592-609 245 Math. Comput. Simul. https://doi.org/10.1016/j.matcom.2026.02.014 db/journals/mcs/mcs245.html#DingYLLL26 streams/journals/mcs

Jiangmin Mao Yingdan Zhu Gang Chen Chun Yan Wuxiang Zhang Automated conceptual design of mechanisms based on Thompson Sampling and Monte Carlo Tree Search. 112659 2025 170 Appl. Soft Comput. https://doi.org/10.1016/j.asoc.2024.112659 db/journals/asc/asc170.html#MaoZCYZ25 streams/journals/asc

Yi Ding 0032 Chun Yan Wei Liu 0051 Man Qi Jiahui Liu 0005 Default clearing and ex-ante contagion in financial systems with a two-layer network structure. 108515 2025 142 Commun. Nonlinear Sci. Numer. Simul. https://doi.org/10.1016/j.cnsns.2024.108515 db/journals/cnsns/cnsns142.html#DingYLQL25 streams/journals/cnsns

Jiahui Liu 0005 Chun Yan Wei Liu 0051 Yi Ding 0032 Constructing a robust Short-Text Clustering Model for contrastive learning based on optimized adaptive optimal transport for pseudo-label generation. 112491 2025 162 Eng. Appl. Artif. Intell. https://doi.org/10.1016/j.engappai.2025.112491 db/journals/eaai/eaai162.html#LiuYLD25 streams/journals/eaai

Yu Zhou 0057 Chun Yan Xiangrong Wang Portfolio Model Considering Normal Uncertain Preference Relations of Investors. 585 2025 27 Entropy 6 https://doi.org/10.3390/e27060585 db/journals/entropy/entropy27.html#ZhouYW25 streams/journals/entropy

Jiahui Liu 0005 Chun Yan Wei Liu 0051 Xinhong Liu Yi Ding 0032 Yu Zhou 0057 Research on learner "emotion-behavior-ability" characteristics based on MOOC online education user profiles. 104026 2025 62 Inf. Process. Manag. 3 https://doi.org/10.1016/j.ipm.2024.104026 db/journals/ipm/ipm62.html#LiuYLLDZ25 streams/journals/ipm

Wei Liu Mingming Liu Chun Yan Man Qi Lulu Zhang Corporate Fraud Detection Based on Improved BP Neural Network. 611-632 2024 43 Comput. Informatics 3 https://doi.org/10.31577/cai_2024_3_611 db/journals/cai/cai43.html#LiuLYQZ24 streams/journals/cai

Fangzheng Cheng Chun Yan Wei Liu Xiangyun Lin Research on medical insurance anti-gang fraud model based on the knowledge graph. 108627 2024 134 Eng. Appl. Artif. Intell. https://doi.org/10.1016/j.engappai.2024.108627 db/journals/eaai/eaai134.html#ChengYLL24 streams/journals/eaai

Meixuan Li Wei Liu 0051 Chun Yan Mengchao Zhang Motor Vehicle Insurance Anti-Fraud Dynamic System Based on Tripartite Evolutionary Game. 2901-2917 2024 April 11 IEEE Trans. Comput. Soc. Syst. 2 https://doi.org/10.1109/TCSS.2023.3313626 db/journals/tcss/tcss11.html#LiLYZ24

Jia Sun 0002 Chun Yan Ying Wang 0082 Wei Liu 0051 Research on auto insurance anti-fraud - - based on predator-prey model. 99-104 2024 ICMML https://doi.org/10.1145/3708360.3708376 conf/icmml/2024 db/conf/icmml/icmml2024.html#SunYWL24

Jiangmin Mao Yingdan Zhu Mingda Chen Gang Chen Chun Yan Dong Liu A contradiction solving method for complex product conceptual design based on deep learning and technological evolution patterns. 101825 2023 January 55 Adv. Eng. Informatics https://doi.org/10.1016/j.aei.2022.101825 db/journals/aei/aei55.html#MaoZCCYL23

Meixuan Li Chun Yan Wei Liu 0051 Xinhong Liu Mengchao Zhang Jiankai Xue Fault diagnosis model of rolling bearing based on parameter adaptive AVMD algorithm. 3150-3165 2023 53 Appl. Intell. 3 https://doi.org/10.1007/s10489-022-03562-9 db/journals/apin/apin53.html#LiYLLZX23

Jiahui Liu 0005 Wei Liu 0051 Chun Yan Xinhong Liu Study on the Temporal and Spatial Evolution Characteristics of Chinese Public's Cognition and Attitude to "Double Reduction" Policy Based on Big Data. 100411 2023 November 34 Big Data Res. https://doi.org/10.1016/j.bdr.2023.100411 db/journals/bdr/bdr34.html#LiuLYL23

Chun Yan Jiahui Liu 0005 Wei Liu 0051 Xinhong Liu Sentiment Analysis and Topic Mining Using a Novel Deep Attention-Based Parallel Dual-Channel Model for Online Course Reviews. 304-322 2023 January 15 Cogn. Comput. 1 https://doi.org/10.1007/s12559-022-10083-7 db/journals/cogcom/cogcom15.html#YanLLL23

Meixuan Li Wei Liu 0051 Chun Yan Mengchao Zhang Motor Vehicle Insurance Anti-Fraud Modeling Based on a Stochastic Differential Game System. 26 2023 11 Syst. 1 https://doi.org/10.3390/systems11010026 db/journals/systems/systems11.html#LiLYZ23

Chun Yan Lu Liu Recommendation Method Based on Heterogeneous Information Network and Multiple Trust Relationship. 169 2023 April 11 Syst. 4 https://doi.org/10.3390/systems11040169 https://www.wikidata.org/entity/Q125803041 db/journals/systems/systems11.html#YanL23

Chun Yan Lu Liu Wei Liu 0051 Man Qi A Novel Data Analytic Model for Mining User Insurance Demands from Microblogs. 689-713 2022 41 Comput. Informatics 3 https://doi.org/10.31577/cai_2022_3_689 db/journals/cai/cai41.html#YanLLQ22

Xindong Wang Wei Liu 0051 Zhaochuang Ou Chun Yan Man Qi Wenli Jia Research on UBI Auto Insurance Pricing Model Based on Parameter Adaptive SAPSO Optimal Fuzzy Controller. 1078-1113 2022 41 Comput. Informatics 4 https://doi.org/10.31577/cai_2022_4_1078 db/journals/cai/cai41.html#WangLOYQJ22

Chun Yan Jiahui Liu 0005 Wei Liu 0051 Xinhong Liu Research on public opinion sentiment classification based on attention parallel dual-channel deep learning hybrid model. 105448 2022 116 Eng. Appl. Artif. Intell. https://doi.org/10.1016/j.engappai.2022.105448 db/journals/eaai/eaai116.html#YanLLL22

Meixuan Li Chun Yan Wei Liu 0051 The network loan risk prediction model based on Convolutional neural network and Stacking fusion model. 107961 2021 113 Appl. Soft Comput. Part https://doi.org/10.1016/j.asoc.2021.107961 db/journals/asc/asc113.html#LiYL21

Meixuan Li Chun Yan Wei Liu 0051 Xinhong Liu An early warning model for customer churn prediction in telecommunication sector based on improved bat algorithm to optimize ELM. 3401-3428 2021 36 Int. J. Intell. Syst. 7 https://doi.org/10.1002/int.22421 db/journals/ijis/ijis36.html#LiYLL21

Chun Yan Jiahui Liu 0005 Wei Liu 0051 Xinhong Liu Research on automobile insurance fraud identification based on fuzzy association rules. 5821-5834 2021 41 J. Intell. Fuzzy Syst. 6 https://doi.org/10.3233/JIFS-201301 db/journals/jifs/jifs41.html#YanLLL21

Xin Feng Mao Lin Wei Liu 0051 Chun Yan Lei Liu Modeling and Analysis for Uncertainty in Logistic Chains Based on Logical Time Petri Nets. 61665-61671 2020 8 IEEE Access https://doi.org/10.1109/ACCESS.2020.2978940 db/journals/access/access8.html#FengLLYL20

Chun Yan Xindong Wang Xinhong Liu Wei Liu 0051 Jiahui Liu 0005 Research on the UBI Car Insurance Rate Determination Model Based on the CNN-HVSVM Algorithm. 160762-160773 2020 8 IEEE Access https://doi.org/10.1109/ACCESS.2020.3021062 db/journals/access/access8.html#YanWLLL20

Chun Yan Meixuan Li Wei Liu 0051 Prediction of bank telephone marketing results based on improved whale algorithms optimizing S_Kohonen network. 106259 2020 92 Appl. Soft Comput. https://doi.org/10.1016/j.asoc.2020.106259 db/journals/asc/asc92.html#YanLL20

Chun Yan Zhaochuang Ou Wei Liu 0051 Qiang Xu Research on UBI Auto Insurance Pricing Model Based on Adaptive SAPSO to Optimize the Fuzzy Controller. 491-503 2020 22 Int. J. Fuzzy Syst. 2 https://doi.org/10.1007/s40815-019-00789-6 https://www.wikidata.org/entity/Q126460766 db/journals/ijfs/ijfs22.html#YanOLX20

Chun Yan Yaqi Li Wei Liu 0051 Maozhen Li 0001 Jindong Chen Lu Wang An artificial bee colony-based kernel ridge regression for automobile insurance fraud identification. 115-125 2020 393 Neurocomputing https://doi.org/10.1016/j.neucom.2017.12.072 https://www.wikidata.org/entity/Q113292736 db/journals/ijon/ijon393.html#YanLLLCW20

Chun Yan Meixuan Li Wei Liu 0051 Man Qi Improved adaptive genetic algorithm for the vehicle Insurance Fraud Identification Model based on a BP Neural Network. 12-23 2020 817 Theor. Comput. Sci. https://doi.org/10.1016/j.tcs.2019.06.025 db/journals/tcs/tcs817.html#YanL0Q20

Chun Yan Meixuan Li Wei Liu 0051 Improved ELM optimization model for automobile insurance fraud identification based on AFSA. 67-85 2019 23 Intell. Data Anal. S1 https://doi.org/10.3233/IDA-192765 https://www.wikidata.org/entity/Q127520219 db/journals/ida/ida23.html#YanL019

Chun Yan Qian Liu Jiahui Liu 0005 Wei Liu 0051 Meixuan Li Man Qi Payments Per Claim Model of Outstanding Claims Reserve Based on Fuzzy Linear Regression. 1950-1960 2019 21 Int. J. Fuzzy Syst. 6 https://doi.org/10.1007/s40815-019-00617-x db/journals/ijfs/ijfs21.html#YanLLLLQ19

Wei Liu 0051 Lu Wang Xin Feng Man Qi Chun Yan Maozhen Li 0001 Soundness Analytics of Composed Logical Workflow Nets. 709-724 2019 47 Int. J. Parallel Program. 4 https://doi.org/10.1007/s10766-017-0536-8 db/journals/ijpp/ijpp47.html#LiuWFQYL19

Wei Liu 0051 Mao Lin Chun Yan Formal Interoperability Models of Sensor Networks Based on Logical Workflow Nets. 671-691 2019 29 Int. J. Softw. Eng. Knowl. Eng. 5 https://doi.org/10.1142/S0218194019400035 db/journals/ijseke/ijseke29.html#LiuLY19

Chun Yan Meixuan Li Wei Liu 0051 Application of Improved Genetic Algorithm in Function Optimization. 1299-1309 2019 35 J. Inf. Sci. Eng. 6 https://jise.iis.sinica.edu.tw/JISESearch/pages/View/PaperView.jsf?keyId=171_2279 db/journals/jise/jise35.html#YanLL19

Chun Yan Meixuan Li Wei Liu 0051 Power Transformer Fault Diagnosis Based on Improved Bat Algorithms to Optimize RNN. 531-538 2019 ICNC-FSKD https://doi.org/10.1007/978-3-030-32456-8_58 conf/icnc/2019-1 db/conf/icnc/icncfskd2019-1.html#YanLL19 Yuxing Qian Liqin Zhou 0002 Rui Zhang Zhiyuan Li 0009 Chun Yan Comparative Analysis of Topical Evolution Patterns and Temporal Trends of Hypertension Research. 308-312 2019 MedInfo https://doi.org/10.3233/SHTI190233 https://www.wikidata.org/entity/Q92778649 conf/medinfo/2019 db/conf/medinfo/medinfo2019.html#Qian0ZLY19

Wei Liu 0051 Xin Feng Fuxin Zhang Yuyue Du Chun Yan Analytic of B2C E - Commerce Credit Mechanism Mixed Strategy Risk Behavior Based on Logical Game Petri Nets. 29109-29131 2018 6 IEEE Access https://doi.org/10.1109/ACCESS.2018.2838765 db/journals/access/access6.html#LiuFZDY18

Yaqi Li Chun Yan Wei Liu 0051 Maozhen Li 0001 A principle component analysis-based random forest with the potential nearest neighbor method for automobile insurance fraud identification. 1000-1009 2018 70 Appl. Soft Comput. https://doi.org/10.1016/j.asoc.2017.07.027 db/journals/asc/asc70.html#LiYLL18

Chun Yan Lin Wang Wei Liu 0051 Man Qi Financial early warning of non-life insurance company based on RBF neural network optimized by genetic algorithm. 2018 30 Concurr. Comput. Pract. Exp. 23 https://doi.org/10.1002/cpe.4343 db/journals/concurrency/concurrency30.html#YanWLQ18

Chun Yan Haitang Sun Wei Liu 0051 Jin Chen An integrated method based on hesitant fuzzy theory and RFM model to insurance customers' segmentation and lifetime value determination. 159-169 2018 35 J. Intell. Fuzzy Syst. 1 https://doi.org/10.3233/JIFS-169577 db/journals/jifs/jifs35.html#YanSLC18

Chun Yan Qian Liu Tingting Dong Wei Liu 0051 Payments Per Claim Method Based on Fuzzy Numbers. 643-648 2018 ICNC-FSKD https://doi.org/10.1109/FSKD.2018.8687241 conf/icnc/2018 db/conf/icnc/icnc2018.html#YanLDL18

Wei Liu 0051 Pin Wang Yuyue Du Mengchu Zhou Chun Yan Extended Logical Petri Nets-Based Modeling and Analysis of Business Processes. 16829-16839 2017 5 IEEE Access https://doi.org/10.1109/ACCESS.2017.2743113 db/journals/access/access5.html#LiuWDZY17

Lin Wang Chun Yan Yaqi Li Wei Liu 0051 Maozhen Li 0001 Financial risk analytics based on radial basis function neural network. 2897-2903 2017 ICNC-FSKD https://doi.org/10.1109/FSKD.2017.8393241 conf/icnc/2017 db/conf/icnc/icnc2017.html#WangYLLL17

Chun Yan Haitang Sun Wei Liu 0051 Study of fuzzy association rules and cross-selling toward property insurance customers based on FARMA. 2789-2794 2016 31 J. Intell. Fuzzy Syst. 6 https://doi.org/10.3233/JIFS-169160 db/journals/jifs/jifs31.html#YanSL16

Yaqi Li Chun Yan Wei Liu 0051 Maozhen Li 0001 Research and application of random forest model in mining automobile insurance fraud. 1756-1761 2016 ICNC-FSKD https://doi.org/10.1109/FSKD.2016.7603443 conf/icnc/2016 db/conf/icnc/icnc2016.html#LiYLL16

Chun Yan Yiwei Qiu Liangyu Zhang Wei Liu 0051 The study of modelling problems of GLM for outstanding claims reserving based on prediction error of reserve. 193-199 2015 7 Int. J. Reason. based Intell. Syst. 3/4 https://doi.org/10.1504/IJRIS.2015.072946 db/journals/ijris/ijris7.html#YanQZL15

Wei Liu 0051 Yuyue Du MengChu Zhou Chun Yan Transformation of Logical Workflow Nets. 1401-1412 2014 44 IEEE Trans. Syst. Man Cybern. Syst. 10 https://doi.org/10.1109/TSMC.2014.2311392 db/journals/tsmc/tsmc44.html#LiuDZY14

Wei Liu 0051 Yuyue Du Chun Yan Soundness preservation in composed logical time workflow nets. 95-113 2012 6 Enterp. Inf. Syst. 1 https://doi.org/10.1080/17517575.2011.617472 db/journals/eis/eis6.html#LiuDY12

Peijuan Wang Chun Yan Su-Hong Liu Qijiang Zhu Zhenkun Tian The research on method of application-oriented information expression based on spectral knowledge database. 2594-2597 2004 IGARSS https://doi.org/10.1109/IGARSS.2004.1369828 conf/igarss/2004 db/conf/igarss/igarss2004.html#WangYLZT04 Suhong Liu Xiang Zhao 0004 Peijuan Wang Chun Yan A study on river and vegetation dynamical monitoring in a typical mine environment using Landsat TM. 4640-4642 2004 IGARSS https://doi.org/10.1109/IGARSS.2004.1370191 conf/igarss/2004 db/conf/igarss/igarss2004.html#LiuZWY04 Chun Yan Ran Liu 0002 Sutai Liu Lei Wu Suhong Liu Study of remote sensing index indicators about the mine environment evaluation. 2004 IGARSS https://doi.org/10.1109/IGARSS.2004.1369093 conf/igarss/2004 db/conf/igarss/igarss2004.html#Yan0LWL04 Gang Chen Jin Chen Jindong Chen Mingda Chen Fangzheng Cheng Xiaochun Cheng Yi Ding 0032 Tingting Dong Yuyue Du Xin Feng Wenli Jia Lujia Li Maozhen Li 0001 Meixuan Li Yaqi Li Zhiyuan Li 0009 Mao Lin Xiangyun Lin Dong Liu Jiahui Liu 0005 Lei Liu Lu Liu Mingming Liu Mingshi Liu Qian Liu Ran Liu 0002 Suhong LiuSu-Hong Liu Sutai Liu Wei Liu Wei Liu 0051 Xinhong Liu Jiangmin Mao Zhaochuang Ou Man Qi Yuxing Qian Yiwei Qiu Haitang Sun Jia Sun 0002 Zhenkun Tian Lin Wang Lu Wang Peijuan Wang Pin Wang Xiangrong Wang Xindong Wang Ying Wang 0082 Lei Wu Qiang Xu Jiankai Xue Yue Yin Fuxin Zhang Liangyu Zhang Lulu Zhang Mengchao Zhang Rui Zhang Wuxiang Zhang Yulin Zhang Xiang Zhao 0004 Xinyan Zhao Yufei Zhao Liqin Zhou 0002 MengChu ZhouMengchu Zhou Yu Zhou 0057 Qijiang Zhu Yingdan Zhu