Publications

(Student author underlined)

Machine Learning and Data Analytics

• Pingping Dong, Xiao-Lin Wang, Indranil Bose, Kam K. H. Ng, Xiaoning Zhang, Xiaoge Zhang. (2026). Causally Aware Spatiotemporal Multigraph Convolutional Network for Accurate and Reliable Traffic Prediction, INFORMS Journal on Computing, in press. [link]
• Xiaoge Zhang, Tao Wang, Xiao-Lin Wang, Fenglei Fan, Yiu-Ming Cheung, Indranil Bose. (2026). Causality-Informed Neural Networks for Regularized Learning in Regression Problems, IEEE Transactions on Systems, Man, and Cybernetics: Systems, in press.
• Long Xue, Sai-Ho Chung, Lechang Yang, Xiao-Lin Wang, Xiaoge Zhang^*. (2026). A Unified Uncertainty-informed Approach For Risk Management of Deep Learning Models in the Open World, IEEE Transactions on Emerging Topics in Computational Intelligence, accepted.
• Jianyu Xu, Bin Liu^*, Xiujie Zhao, Xiao-Lin Wang. (2024). Online reinforcement learning for condition-based group maintenance using factored Markov decision processes. European Journal of Operational Research. 315(1), 176-190. [link]

Operations and Revenue Management

• Yajing Chen, Yanrong Li^*, Xiao-Lin Wang^*, Zhi-Sheng Ye (2025) Joint Bundle Design and Pricing for Extended Warranty Providers Servicing Multi-Tier Products, IISE Transactions, accepted. [link]
• Xiao-Lin Wang, Chenglong Li, Junjie Wang^*. (2026). Design and Pricing of Extended Warranty Menus with Reference Effects. European Journal of Operational Research, 328(1), 201-215. [link]
• Xiao-Lin Wang, Shizhe Peng, Xiaoge Zhang^*. (2025). Extended Warranty Pricing in a Competitive Aftermarket Under Logit Demand. European Journal of Operational Research, 325(3), 541-552. [link]
• Xiao-Lin Wang, Qiuzhuang Sun^*, Jianyu Xu. (2024). Simultaneous or sequential? Retail strategy of a durable product and an extended warranty. IEEE Transactions on Engineering Management. 71, 8223-8239. [link]
• Xiao-Lin Wang^*. (2023). Design and pricing of usage-driven customized two-dimensional extended warranty menus. IISE Transactions. 55(9): 873-885. [link]
• Xiao-Lin Wang, Yuanguang Zhong, Lishuai Li, Wei Xie, Zhi-Sheng Ye. (2022). Warranty Reserve Management: Demand Learning and Funds Pooling. Manufacturing & Service Operations Management. 24(4), 2221-2239. [link]
• Xiaolin Wang, Xiujie Zhao, Bin Liu^*. (2020). Design and pricing of extended warranty menus based on the multinomial logit choice model. European Journal of Operational Research. 287(1), 237-250. [link]

Quality and Reliability Management

• Zan Li, Jianyu Xu, Chengjie Wang, Xiao-Lin Wang^* (2026) Planning Bayesian Reliability Demonstration Tests via a Generalized Test Statistic, European Journal of Operational Research, 328(1), 189-200. [link]
• Yiliu Liu*, Xiao-Lin Wang (2025) Warranties of batteries: requirements, state-of-the-art, relevant analysis methods, and research perspectives, Journal of Reliability Science and Engineering, 1(3), 032003. [link]
• Chenglong Li, Junjie Wang, Xiao-Lin Wang^*. (2024). Monitoring aggregate warranty claims with dynamically-designed CUSUM and EWMA charts. International Journal of Production Research. 62(7), 2370-2397. [link]
• Xiujie Zhao, Bin Liu, Jianyu Xu, Xiao-Lin Wang^*. (2023). Imperfect maintenance policies for warranted products under stochastic performance degradation. European Journal of Operational Research. 308(1): 150-165. [link]
• Liangliang Zhuang, Ancha Xu^*, Xiao-Lin Wang^*. (2023). A prognostic driven predictive maintenance framework based on Bayesian deep learning. Reliability Engineering & System Safety. 234, 109181. [link]
• Shizhe Peng, Wei Jiang, Lai Wei, Xiao-Lin Wang^*. (2022). A new cost-sharing preventive maintenance program under two-dimensional warranty. International Journal of Production Economics. 254, 108580. [link]
• Zhonghao Wang, Zhengguo Xu^*, Xiaolin Wang, Min Xie. (2022). A temporal-spatial cleaning optimization method for photovoltaic power plants. Sustainable Energy Technologies and Assessments. 49, 101691. [link]
• Bin Liu, Mahesh D. Pandey, Xiaolin Wang, Xiujie Zhao^*. (2021). A finite-horizon condition-based maintenance for a two-unit system with dependent degradation processes. European Journal of Operational Research. 295(2), 705-717. [link]
• Xiaolin Wang^*, Olivier Gaudoin, Laurent Doyen, Christophe Berenguer, Min Xie. (2021). Modeling multivariate degradation processes with time-variant covariates and imperfect maintenance effects. Applied Stochastic Models in Business and Industry. 37(3), 592-611. [link]
• Xiaolin Wang, Bin Liu, Xiujie Zhao^*. (2021). A performance-based warranty for products subject to competing hard and soft failures. International Journal of Production Economics. 233, 107974. [link]
• Xiaolin Wang^*, Hang Zhou, Ajith K. Parlikad, Min Xie. (2020). Imperfect preventive maintenance models with unpunctual execution. IEEE Transactions on Reliability. 69(4), 1480-1492. [link]
• Xiaolin Wang^*, Lishuai Li, Min Xie. (2020). An unpunctual preventive maintenance policy under two-dimensional warranty. European Journal of Operational Research. 282(1), 304-318. [link]
• Chenglong Li, Xiaolin Wang^*, Lishuai Li, Min Xie, Xin Wang. (2020). On dynamically monitoring aggregate warranty claims for early detection of reliability problems. IISE Transactions. 52(5), 568-587. [link]
• Xiaolin Wang^*, Kangzhe He, Zhen He, Lishuai Li, Min Xie. (2019). Cost analysis of a piece-wise renewing free replacement warranty policy. Computers & Industrial Engineering. 135, 1047-1062. [link]
• Xiaolin Wang^*, Lishuai Li, Min Xie. (2019). Optimal preventive maintenance strategy for leased equipment under successive usage-based contracts. International Journal of Production Research. 57(18), 5705-5724. [link]
• Xiaolin Wang^*, Min Xie, Lishuai Li. (2019). On optimal upgrade strategy for second-hand multi-component systems sold with warranty. International Journal of Production Research. 57(3), 847-864. [link]
• Xiaolin Wang, Wei Xie^*. (2018). Two-dimensional warranty: A literature review. Journal of Risk and Reliability. 232(3), 284-307. [link]
• Chun Su^*, Xiaolin Wang. (2016). A two-stage preventive maintenance optimization model incorporating two-dimensional extended warranty. Reliability Engineering & System Safety. 155, 169-178. [link]
• Xiaolin Wang, Chun Su^*. (2016). A two-dimensional preventive maintenance strategy for items sold with warranty. International Journal of Production Research. 54(19), 5901-5915. [link]
• Chun Su^*, Xiaolin Wang. (2016). Optimal upgrade policy for used products sold with two-dimensional warranty. Quality and Reliability Engineering International. 32(8), 2889-2899. [link]
• Chun Su^*, Xiaolin Wang. (2016). Modeling flexible two-dimensional warranty contracts for used products considering reliability improvement actions. Journal of Risk and Reliability. 230(2), 237-247. [link]
• Chun Su^*, Xiaolin Wang. (2014). Optimizing upgrade level and preventive maintenance policy for second-hand products sold with warranty. Journal of Risk and Reliability. 228(5), 518-528. [link]

Working Papers

• Jianyu Xu, Miao Song, Xiao-Lin Wang (2025) An Online State-Dependent Successive Elimination Algorithm for Markovian Bandits, Management Science, under 2nd round revision [link]
• Peng Liu, Qiuzhuang Sun, Guanjun Wang, Xiao-Lin Wang* (2025) Data-Integrated Periodic Replacement with Operational Statistics, Production and Operations Management, under major revision.
• Chenglong Li, Junjie Wang, Xiao-Lin Wang^* (2025) Two adaptive approaches to monitoring dynamically accumulating warranty claims, Journal of Quality Technology, under major revision.
• Junjie Wang, Chenglong Li,^* Xiao-Lin Wang (2025) A general framework for modeling and monitoring large-scale weighted networks, IISE Transactions, under review.
• Xiao-Lin Wang, Shizhe Peng^* (2025) Price Competition Under the Consider-then-Choose Logit Model, under preparation.
• Wanqing Cheng, Xiujie Zhao*, Jianyu Xu, Zhen He, Xiao-Lin Wang (2025) Warranty and Pricing Policy under Logit Demand Considering Consumer Heterogeneity, Journal of the Operational Research Society, working paper.