Hongyi Zha, Jiapeng Liu, Miłosz Kadziński, Jinnan Huang, Xiuwu Liao (2026). Herd or heard? Disentangling social influence and personal taste in music listening with a probabilistic topic model. Omega.DOI
Zice Ru, Jiapeng Liu, Miłosz Kadziński, Xiuwu Liao, Xinlong Li (2026). An Interpretable Preference Learning Model Admitting Dynamic and Context-Dependent Preferences. INFORMS journal on computing.DOI
Yao Wang, Yiyang Yang, Kaidong Wang, Shanxing Gao, Xiuwu Liao (2026). Matrix Completion with Graph Information: A Provable Nonconvex Optimization Approach. INFORMS journal on computing.DOI
Yao Wang, Yi-Yang Yang, Kaidong Wang, Shanxing Gao, Xiuwu Liao (2026). Code and Data Repository for Matrix Completion with Graph Information: A Provable Nonconvex Optimization Approach. INFORMS journal on computing.DOI
Zice Ru, Jia-Peng Liu, Miłosz Kadziński, Xiuwu Liao, Xinlong Li (2026). Code and Data Repository for An Interpretable Preference Learning Model Admitting Dynamic and Context-Dependent Preferences. INFORMS journal on computing.DOI
Jinnan Huang, Jia-Peng Liu, Zice Ru, Xiuwu Liao (2026). Modeling evolving user interests and engagement on short video sharing platforms: An attention-based deep generative approach. Decision Support Systems.DOI
Yu Bai, Yang Liu, Xiuwu Liao (2025). Is data sharing consistently good with AI service? Impact of data sharing and service strategies in competitive channels. Transportation Research Part E-Logistics And Transportation Review, Vol. 204.DOI
廖貅武(2025). 消费模式变革背景下线上零售市场的发展与实践. 《中国商界》.
Siyuan Zhao, Jiapeng Liu, Miłosz Kadziński, Xiuwu Liao, Yao Wang (2025). A Probabilistic preference learning approach for multiple criteria ranking in dynamic decision context. European Journal of Operational Research.DOI
Jiaxuan Jiang, Jiapeng Liu, Miłosz Kadziński, Xiuwu Liao (2025). A Bayesian network approach for dynamic behavior analysis: Real-time intention recognition. Information Fusion.DOI
Jia-Xuan Jiang, Jia-Peng Liu, Miłosz Kadziński, Xiuwu Liao, Jingyu Dong (2025). Integrating Response Time and Attention Duration in Bayesian Preference Learning for Multiple Criteria Decision Aiding. arXiv.org.DOI
Yan Wang, Jia-Peng Liu, Miłosz Kadziński, Xiuwu Liao (2025). Preference Construction: A Bayesian Interactive Preference Elicitation Framework Based on Monte Carlo Tree Search. arXiv.org.DOI
Zice Ru, Jiapeng Liu, Milosz Kadzinski, Xiuwu Liao (2023). Probabilistic ordinal regression methods for multiple criteria sorting admitting certain and uncertain preferences. European Journal Of Operational Research, Vol. 311, No. 2.DOI
Biao Xu, Yao Wang, Xiuwu Liao, Kaidong Wang (2023). Efficient fraud detection using deep boosting decision trees. Decision Support Systems, Vol. 175.DOI
Jiapeng Liu, Miłosz Kadziński, Xiuwu Liao (2023). Modeling Contingent Decision Behavior: A Bayesian Nonparametric Preference-Learning Approach. INFORMS journal on computing.DOI
Chenhao Wang, Qianxin Yi, Xiuwu Liao, Yao Wang (2023). An Improved Frequent Directions Algorithm for Low-Rank Approximation via Block Krylov Iteration. IEEE Transactions on Neural Networks and Learning Systems.DOI
Zice Ru, Jiapeng Liu, Milosz Kadzinski, Xiuwu Liao (2022). Bayesian ordinal regression for multiple criteria choice and ranking. European Journal Of Operational Research, Vol. 299, No. 2.DOI
Ling Ding, Juan Feng, Xiuwu Liao, Lu Yang (2022). The Emergence of a Sharing Market: Pricing, Supply, and Consumption. International Journal Of Electronic Commerce, Vol. 26, No. 2.DOI
Mengzhuo Guo, Qingpeng Zhang, Xiuwu Liao, Frank Youhua Chen, Daniel Dajun Zeng (2021). A hybrid machine learning framework for analyzing human decision-making through learning preferences * , **. Omega-International Journal Of Management Science, Vol. 101.DOI
Jiapeng Liu, Milosz Kadzinski, Xiuwu Liao, Xiaoxin Mao (2021). Data-Driven Preference Learning Methods for Value-Driven Multiple Criteria Sorting with Interacting Criteria. Informs Journal On Computing, Vol. 330, No. 20.DOI
Mengzhuo Guo, Zhongzhi Xu, Qingpeng Zhang, Xiuwu Liao, Jiapeng Liu (2021). Deciphering Feature Effects on Decision-Making in Ordinal Regression Problems: An Explainable Ordinal Factorization Model. ACM Transactions on Knowledge Discovery from Data.DOI
Ling Ding, Xiuwu Liao, Juan Feng (2020). Should a sharing platform invest in self-fulfillment products? Journal Of Electronic Commerce Research, Vol. 21, No. 4.
Jiapeng Liu, Milosz Kadzinski, Xiuwu Liao, Xiaoxin Mao, Yao Wang (2020). A preference learning framework for multiple criteria sorting with diverse additive value models and valued assignment examples. European Journal Of Operational Research, Vol. 286, No. 3.DOI
Qian Liang, Xiuwu Liao, Jennifer S. Shang (2020). A multiple criteria approach integrating social ties to support purchase decision. Computers & Industrial Engineering.DOI
Jiapeng Liu, Xiuwu Liao, Milosz Kadzinski, Roman Slowinski (2019). Preference disaggregation within the regularization framework for sorting problems with multiple potentially non-monotonic criteria. European Journal Of Operational Research, Vol. 276, No. 3.DOI
Mengzhuo Guo, Xiuwu Liao, Jiapeng Liu (2019). A progressive sorting approach for multiple criteria decision aiding in the presence of non-monotonic preferences. Expert Systems With Applications, Vol. 123.DOI
Qi Wang, Wei Du, Jian Ma, Xiuwu Liao (2019). Recommendation Mechanism for Patent Trading Empowered by Heterogeneous Information Networks. International Journal Of Electronic Commerce, Vol. 23, No. 2.DOI
Jiapeng Liu, Xiuwu Liao, Wei Huang, Xianzhao Liao (2019). Market segmentation: A multiple criteria approach combining preference analysis and segmentation decision. Omega-International Journal Of Management Science, Vol. 83.DOI
Kaidong Wang, Yao Wang, Qian Zhao, Deyu Meng, Xiuwu Liao, Zongben Xu (2019). SPLBoost: An Improved Robust Boosting Algorithm Based on Self-Paced Learning. IEEE Transactions on Cybernetics.DOI
Kunhao Jia, Xiuwu Liao, Juan Feng (2018). Selling or leasing? Dynamic pricing of software with upgrades. European Journal Of Operational Research, Vol. 266, No. 3.DOI
Jiapeng Liu, Xiuwu Liao, Wei Huang, Jian-bo Yang (2018). A new decision-making approach for multiple criteria sorting with an imbalanced set of assignment examples. European Journal Of Operational Research, Vol. 265, No. 2.DOI
Yang Liu, Juan Feng, Xiuwu Liao (2017). [Review] When Online Reviews Meet Sales Volume Information: Is More or Accurate Information Always Better? Information Systems Research, Vol. 280, No. 40.DOI
Qi Wang, Jian Ma, Xiuwu Liao, Wei Du (2017). A context-aware researcher recommendation system for university-industry collaboration on R&D projects. Decision Support Systems, Vol. 103.DOI
Jiapeng Liu, Xiuwu Liao, Wenhong Zhao, Na Yang (2016). A classification approach based on the outranking model for multiple criteria ABC analysis. Omega-International Journal Of Management Science, Vol. 61.DOI
Qian Liang, Xiuwu Liao, Jiapeng Liu (2016). A social ties-based approach for group decision-making problems with incomplete additive preference relations. Knowledge-Based Systems.DOI
Hai-Long Yang, Chunling Zhang, Zhi-Lian Guo, Yanling Liu, Xiuwu Liao (2016). A hybrid model of single valued neutrosophic sets and rough sets: single valued neutrosophic rough set model. Soft Computing.DOI
Jiapeng Liu, Xiuwu Liao, Jian-bo Yang (2015). A group decision-making approach based on evidential reasoning for multiple criteria sorting problem with uncertainty. European Journal Of Operational Research, Vol. 246, No. 3.DOI
Hai-Long Yang, Zhi-Lian Guo, Yanhong She, Xiuwu Liao (2015). On single valued neutrosophic relations. Journal of Intelligent & Fuzzy Systems.DOI
Na Yang, Xiuwu Liao, Wayne Wei Huang (2014). Decision support for preference elicitation in multi-attribute electronic procurement auctions through an agent-based intermediary. Decision Support Systems, Vol. 57.DOI
Huanhuan Cao, Jinhu Jiang, Lih-Bin Oh, Hao Li, Xiuwu Liao, Zhiwu Chen (2013). A Maslow's hierarchy of needs analysis of social networking services continuance. Journal Of Service Management, Vol. 240, No. 2.DOI
Hai-Long Yang, Xiuwu Liao, Shouyang Wang, Jue Wang (2013). Fuzzy probabilistic rough set model on two universes and its applications. International Journal of Approximate Reasoning.DOI
Fu-Ling Cai, Xiuwu Liao, Kan-Liang Wang (2012). An interactive sorting approach based on the assignment examples of multiple decision makers with different priorities. Annals Of Operations Research, Vol. 1970, No. 1.DOI
Weihua Xu, Yuan Li, Xiuwu Liao (2011). Approaches to attribute reductions based on rough set and matrix computation in inconsistent ordered information systems. Knowledge-Based Systems.DOI
Xiuwu Liao (2010). Multi-criteria sorting method with uncertainty in assignment examples. Systems Engineering - Theory & Practice.
Yuan Li, Xiuwu Liao, Wenhong Zhao (2009). A rough set approach to knowledge discovery in analyzing competitive advantages of firms. Annals Of Operations Research, Vol. 1680, No. 1.DOI
Xiuwu Liao, Fan Zhang, Dong Guang-mao (2007). Study on Consistency and Redundancy of Incomplete Information. Systems Engineering - Theory & Practice.DOI
Kaidong Wang, Yi, Qianxin, Yao Wang, Xiuwu Liao, Shaojie Tang, Can Yang (2023). Tensor Completion Leveraging Graph Information: A Dynamic Regularization Approach with Statistical Guarantees. arXiv (Cornell University).DOI
Mengzhuo Guo, Qingpeng Zhang, Xiuwu Liao, Daniel Dajun Zeng (2020). An interpretable neural network model through piecewise linear approximation. arXiv (Cornell University).DOI
Mengzhuo Guo, Zhongzhi Xu, Qingpeng Zhang, Xiuwu Liao, Jiapeng Liu (2019). Explainable Ordinal Factorization Model: Deciphering the Effects of Attributes by Piece-wise Linear Approximation. arXiv (Cornell University).DOI