Shixi Liu

According to our database, Shixi Liu authored at least 16 papers between 2008 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

Using gradient boosting regression trees to identify cost drivers of laparoscopic surgery in elderly patients.

Xiaojing Hu, Shixi Liu, Yudian Liu

Discov. Artif. Intell., December, 2026

2025

Tiny Model, Big Logic: Diversity-Driven Optimization Elicits Large-Model Reasoning Ability in VibeThinker-1.5B.

Sen Xu, Yi Zhou, Wei Wang, Jixin Min, Zhibin Yin, Yingwei Dai, Shixi Liu, Lianyu Pang, Yirong Chen, Junlin Zhang

CoRR, November, 2025

CBIR: a novel identification approach for college students in need based on consumer behavior psychology theory.

Xinze Liu, Shixi Liu, Xiaojing Hu, Yudong Zhang, Xianwen Fang

Neural Comput. Appl., 2025

Demand Response in a Green Multiaccess Edge Computing: An EEH-Enabled Contract System via Hypergraph.

Yu Wang, Shixi Liu, Yudong Zhang, Huabin Wang, Xiaojing Hu

IEEE Internet Things J., 2025

FSAMLM: A few-shot adaptation multimodal large model for cross-domain fault diagnosis.

Xin Zhang, Shixi Liu, Li Jiang, Yibing Li

Appl. Soft Comput., 2025

2024

Using Decision Tree Classification to Identify Cost Drivers of Hospitalization Expenses for Elderly Patients.

Xiaojing Hu, Yudian Liu, Shixi Liu

Proceedings of the Advances in Brain Inspired Cognitive Systems, 2024

2021

Mixing Patterns in Social Trust Networks: A Social Identity Theory Perspective.

Shixi Liu, Xiaojing Hu, Shui-Hua Wang, Yudong Zhang, Xianwen Fang, Cuiqing Jiang

IEEE Trans. Comput. Soc. Syst., 2021

Incremental approaches to update multigranulation approximations for dynamic information systems.

Chengxiang Hu, Li Zhang, Shixi Liu

J. Intell. Fuzzy Syst., 2021

2019

Identifying top persuaders in mixed trust networks for electronic marketing based on word-of-mouth.

Xiaojing Hu, Shixi Liu, Yudong Zhang, Guozhu Zhao, Cuiqing Jiang

Knowl. Based Syst., 2019

2017

Matrix-based approaches for dynamic updating approximations in multigranulation rough sets.

Chengxiang Hu, Shixi Liu, Guoxiu Liu

Knowl. Based Syst., 2017

Dynamic updating approximations in multigranulation rough sets while refining or coarsening attribute values.

Chengxiang Hu, Shixi Liu, Xiaoling Huang

Knowl. Based Syst., 2017

2016

Domain-aware trust network extraction for trust propagation in large-scale heterogeneous trust networks.

Cuiqing Jiang, Shixi Liu, Zhangxi Lin, Guozhu Zhao, Rui Duan, Kun Liang

Knowl. Based Syst., 2016

2015

Identifying effective influencers based on trust for electronic word-of-mouth marketing: A domain-aware approach.

Shixi Liu, Cuiqing Jiang, Zhangxi Lin, Yong Ding, Rui Duan, Zhicai Xu

Inf. Sci., 2015

Hybrid collaborative filtering for high-involvement products: A solution to opinion sparsity and dynamics.

Cuiqing Jiang, Rui Duan, Hemant K. Jain, Shixi Liu, Kun Liang

Decis. Support Syst., 2015

2013

Hierarchical Modeling Fault-Error-Failure Dependencies for Cyber-Physical Systems.

Shixi Liu, Xiaojing Hu, Jingming Wang

Proceedings of The Eighth International Conference on Bio-Inspired Computing: Theories and Applications, 2013

2008

Dependability Research of Cluster System Based on Stochastic Petri Net.

Shixi Liu, Zhicai Xu, Xianwen Fang

Proceedings of the International Conference on Computer Science and Software Engineering, 2008