Liang, Q., Gao, J., & Qing, Y. (2026). Risk-adjusted monitoring of online user-generated reviews via user preference learning. IISE Transactions, 58, 673–688.
Liang, Q., & Deng, X. (2025). A multifacet hierarchical sentiment-topic model with application to multi-brand online review analysis. Statistics and Computing, 35, 62.
Liang, Q. (2024). Tree-based data filtering for online user-generated reviews. IISE Transactions, 56, 824-840.
Wu, H., Liang, Q., & Wang, K. (2024). Modeling and monitoring multilayer attributed weighted directed networks via a generative model. IISE Transactions, 56, 902-914.
Liang, Q., Ranganathan, S., Wang, K., & Deng, X. (2023). JST-RR model: joint modeling of ratings and reviews in sentiment-topic prediction. Technometrics, 65, 57-69.
Liang, Q. & Wang, K. (2022). Ratings meet reviews in the monitoring of online products and services. Journal of Quality Technology, 52, 197-214.
Liang, Q., & Wang, K. (2020). Distributed outlier detection in hierarchically structured datasets with mixed attributes. Quality Technology and Quantitative Management, 17, 337-353.
Liang, Q., & Wang, K. (2019). Monitoring of user-generated reviews via a sequential reverse joint sentiment-topic model. Quality Technology and Quantitative Management, 35, 1180-1199.
