1. Liu, X., Ding, Y., Tang, H., & Xiao, F. (2021). A data mining-based framework for the identification of daily electricity usage patterns and anomaly detection in building electricity consumption data. Energy and Buildings, 231, 110601.
2. Chen, X. M., Chen, X., Zheng, H., & Xiao, F. (2021). Efficient dispatching for on-demand ride services: Systematic optimization via Monte-Carlo tree search. Transportation Research Part C: Emerging Technologies, 127, 103156.
3. Zhong, S., Gong, Y., Zhou, Z., Cheng, R., & Xiao, F. (2021). Active learning for multi-objective optimal road congestion pricing considering negative land use effect. Transportation Research Part C: Emerging Technologies, 125, 103002.
4. Tu, W., Xiao, F., Li, L., & Fu, L. (2021). Estimating traffic flow states with smartphone sensor data. Transportation research part C: emerging technologies, 126, 103062.
5. Ye, H., Xiao, F., & Yang, H. (2021). Day-to-day dynamics with advanced traveler information. Transportation research part B: methodological, 144, 23-44.
6. Zhang, D., Xiao, F., Shen, M., & Zhong, S. (2021). DNEAT: A novel dynamic node-edge attention network for origin-destination demand prediction. Transportation Research Part C: Emerging Technologies, 122, 102851.
7. Li, L., Lo, H. K., Huang, W., & Xiao, F. (2021). Mixed bus fleet location-routing-scheduling under range uncertainty. Transportation Research Part B: Methodological, 146, 155-179.
8. Yang, H., Zhang, Z., Fan, W., & Xiao, F. (2021). Optimal Design for Demand Responsive Connector Service Considering Elastic Demand. IEEE Transactions on Intelligent Transportation Systems, 22(4), 2476-2486.
9. Liu, X., Yang, H., & Xiao, F. (2021). Equilibrium in taxi and ride-sourcing service considering the use of e-hailing application. Transportmetrica A: Transport Science, 1-17.
10. Zhang, Y., Zhang, Z., Lim, A., and Sim, M.* (2021). Robust data-driven vehicle routing with time windows. Operations Research. https://doi.org/10.1287/opre.2020.2043.（运筹学、管理科学领域顶刊，UTD24之一）
11. Hu, Y., Li, C., Meng, K., & Yang, X. (2021). Linear convergence of inexact descent method and inexact proximal gradient algorithms for lower-order regularization problems. Journal of Global Optimization, 79(4), 853-883.
12. Meng, K. W., Li, M. H., Yao, W. F., & Yang, X. Q. (2021). Lipschitz-like property relative to a set and the generalized Mordukhovich criterion. Mathematical Programming, 189(1), 455-489.
13. Meng, K., Yang, H., Yang, X., & Wai Yu, C. K. (2021). Portfolio optimization under a minimax rule revisited. Optimization, 1-29.
14. Pan, S., Lu, S., Meng, K., & Zhu, S. (2021). Trade-Off Ratio Functions for Linear and Piecewise Linear Multi-objective Optimization Problems. Journal of Optimization Theory and Applications, 188(2), 402-419.
15. Song, B., Li, M. Z., & Zhuang, W. (2021). Dynamic channel control and pricing of a single perishable product on multiple distribution channels. European Journal of Operational Research, 288(2), 539-551.
16. Kou, G., Xiao, H., Cao, M., & Lee, L. H. (2021). Optimal computing budget allocation for the vector evaluated genetic algorithm in multi-objective simulation optimization. Automatica, 129, 109599.
17. Fu, Y., Xiao, H., Lee, L. H., & Huang, M. (2021). Stochastic optimization using grey wolf optimization with optimal computing budget allocation. Applied Soft Computing, 103, 107154.
18. Xiao, H., Lee, L. H., Morrice, D., Chen, C. H., & Hu, X. (2021). Ranking and selection for terminating simulation under sequential sampling. IISE Transactions, 53(7), 735-750.
19. Lin, C., Xiao, H., Peng, R., & Xiang, Y. (2021). Optimal defense-attack strategies between M defenders and N attackers: A method based on cumulative prospect theory. Reliability Engineering & System Safety, 210, 107510.
20. Shi, Y., Xiang, Y., Xiao, H., & Xing, L. (2021). Joint optimization of budget allocation and maintenance planning of multi-facility transportation infrastructure systems. European Journal of Operational Research, 288(2), 382-393.
21. Yi, K., Kou, G., Gao, K., & Xiao, H. (2021). Optimal allocation of multi-state elements in a sliding window system with phased missions. Proceedings of the Institution of Mechanical Engineers, Part O: Journal of Risk and Reliability, 235(1), 50-62.
22. Dui, H., Zheng, X., Guo, J., & Xiao, H. (2021). Importance measure-based resilience analysis of a wind power generation system. Proceedings of the Institution of Mechanical Engineers, Part O: Journal of Risk and Reliability, 1748006X211001709.
23. Xiao, H., Cao, M., Kou, G., & Yuan, X. (2021). Optimal element allocation and sequencing of multi-state series systems with two levels of performance sharing. Proceedings of the Institution of Mechanical Engineers, Part O: Journal of Risk and Reliability, 235(2), 282-292.
24. Fu, Y., Li, H., Huang, M., & Xiao, H. (2021). Bi-Objective Modeling and Optimization for Stochastic Two-Stage Open Shop Scheduling Problems in the Sharing Economy. IEEE Transactions on Engineering Management.
25. Xiao, H., Yan, Y., Kou, G., & Wu, S. (2021). Optimal inspection policy for a single-unit system considering two failure modes and production wait time. IEEE Transactions on Reliability.
26. Xiao, H., Yi, K., Peng, R., & Kou, G. (2021). Reliability of a Distributed Computing System With Performance Sharing. IEEE Transactions on Reliability.
27. Liu, H., Xiao, H., Li, H., Lee, L. H., & Chew, E. P. (2021). Offline sequential learning via simulation. IISE Transactions, 1-14.
28. Kou, G., Yang, P., Peng, Y., Xiao, H., Xiao, F., Chen, Y., & Alsaadi, F. E. (2021). A cross-platform market structure analysis method using online product reviews. Technological and Economic Development of Economy, 27(5), 992-1018.
29. Xiao, H., Yi, K., Liu, H., & Kou, G. (2021). Reliability modeling and optimization of a two-dimensional sliding window system. Reliability Engineering & System Safety, 215, 107870.
