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Research

Referred Journal Publications:

  1. Huang T., Chen F., Fu K.* (2025). Data-Driven optimization of online coupon targeting, to appear at Journal of Systems Engineering (in Chinese)
  2. Wei, C., Pang, H., Huang, T., Quan, Z., & Qian, Z. (2026). Predicting Lithium-Ion Battery Health Using Attention Mechanism with Kolmogorov-Arnold and Physics-Informed Neural Networks. Expert Systems with Applications, 128969. https://doi.org/10.1016/j.eswa.2025.128969. [link]
  3. Hu, J., Xia, L., Huang, T., & Wu, H. (2025). A multi-agent deep reinforcement learning approach for multi-echelon inventory optimization and its application to the beer game. Transportation Research Part E: Logistics and Transportation Review, 203, 104367. https://doi.org/10.1016/j.tre.2025.104367. [link]
  4. Feng H., Jia Y., Huang T.*, Zhou S., Chen H. (2024). An adaptive decision support system for outpatient appointment scheduling with heterogeneous service times. Scientific Reports, 14:27731. https://doi.org/10.1038/s41598-024-77873-x [link]
  5. Huang, T., Qin, S., Yu, C., Zhang, Z., & Liu, F. (2024). Strategic team design for sustainable effectiveness: A data-driven analytical perspective and its implications. Decision Support Systems, 181(2024):114227. https://doi.org/10.1016/j.dss.2024.114227 [link]
  6. Feng H, Jia Y, Zhou S, Chen H, Huang T.* (2023). A Dataset of Service Time and Related Patient Characteristics from an Outpatient Clinic. Data. 2023; 8(3):47. https://doi.org/10.3390/data8030047 [link]
  7. Bergman, D., Huang, T.*, Brooks, P., Lodi, A., and Raghunathan, A. U. (2022). JANOS: An Integrated Predictive and Prescriptive Modeling Framework. INFORMS Journal on Computing, 34(2):807-816. https://doi.org/10.1287/ijoc.2020.1023 [link]
  8. Serra, T.*, Huang, T.*, Raghunathan, A. U., and Bergman, D. (2022). Template-based Minor Embedding in Chimera Graphs for Adiabatic Quantum Optimization. INFORMS Journal on Computing, 34(1):427-439. https://doi.org/10.1287/ijoc.2021.1065 [link]
  9. Huang, T., Bergman, D., & Gopal, R. (2019). Predictive and Prescriptive Analytics for Location Selection of Add-on Retail Products. Production and Operations Management, 28(7), 1858-1877. [link]

Conference papers:

  1. Xu, Y,. Huang, T.*, Zuo, Z., Wang, X. Social Media Sentiment and COVID-19 Transmission: Results from a Time-varying SIR Model, Pacific Asia Conference on Information Systems. July 12 - 14, 2021
  2. Tan T., Huang, T., Wang, X., Zuo, Z. A Preliminary Investigation of COVID-19 Transmission in the United States by Incorporating Social Media Sentiments The 2020 ASIS&T Virtual Annual Meeting. October 25 - 29, 2020

Articles under Review: