Xinyue Shao

Publication Activity (10 Years)

Years Active: 2022-2024
Publications (10 Years): 8

Top Topics

Classification Algorithm

Top Venues

IEEE Trans. Knowl. Data Eng.

Publications

Xinyue Shao, Hongzhi Wang, Xiao Zhu, Tianyu Mu, Yan Zhang
Explainable Database Management System Configuration Tuning through Counterfactuals. ICDE (2024)
Xinyue Shao, Hongzhi Wang, Xiang Chen, Xiao Zhu, Yan Zhang
CUBE: Causal Intervention-based Counterfactual Explanation for Prediction Models (Extended Abstract). ICDE (2024)
Xinyue Shao, Hongzhi Wang, Xiang Chen, Xiao Zhu, Yan Zhang
CUBE: Causal Intervention-Based Counterfactual Explanation for Prediction Models. IEEE Trans. Knowl. Data Eng. 36 (6) (2024)
Tianyu Mu, Hongzhi Wang, Haoyun Tang, Xinyue Shao
ShrinkHPO: Towards Explainable Parallel Hyperparameter Optimization. ICDE (2024)
Xinyue Shao, Hongzhi Wang, Xiao Zhu, Feng Xiong, Tianyu Mu, Yan Zhang
EFFECT: Explainable framework for meta-learning in automatic classification algorithm selection. Inf. Sci. 622 (2023)
Tianyu Mu, Hongzhi Wang, Shenghe Zheng, Zhiyu Liang, Chunnan Wang, Xinyue Shao, Zheng Liang
TSC-AutoML: Meta-learning for Automatic Time Series Classification Algorithm Selection. ICDE (2023)
Tianyu Mu, Hongzhi Wang, Chunnan Wang, Zheng Liang, Xinyue Shao
Auto-CASH: A meta-learning embedding approach for autonomous classification algorithm selection. Inf. Sci. 591 (2022)
Xinyue Shao, Hongzhi Wang, Xiao Zhu, Feng Xiong
FIND: Explainable Framework for Meta-learning. CoRR (2022)