Xinyue Shao

According to our database, Xinyue Shao authored at least 8 papers between 2022 and 2024.

Collaborative distances:

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

2024

CUBE: Causal Intervention-Based Counterfactual Explanation for Prediction Models.

Xinyue Shao, Hongzhi Wang, Xiang Chen, Xiao Zhu, Yan Zhang

IEEE Trans. Knowl. Data Eng., June, 2024

Explainable Database Management System Configuration Tuning through Counterfactuals.

Xinyue Shao, Hongzhi Wang, Xiao Zhu, Tianyu Mu, Yan Zhang

Proceedings of the 40th IEEE International Conference on Data Engineering, 2024

CUBE: Causal Intervention-based Counterfactual Explanation for Prediction Models (Extended Abstract).

Xinyue Shao, Hongzhi Wang, Xiang Chen, Xiao Zhu, Yan Zhang

Proceedings of the 40th IEEE International Conference on Data Engineering, 2024

ShrinkHPO: Towards Explainable Parallel Hyperparameter Optimization.

Tianyu Mu, Hongzhi Wang, Haoyun Tang, Xinyue Shao

Proceedings of the 40th IEEE International Conference on Data Engineering, 2024

2023

EFFECT: Explainable framework for meta-learning in automatic classification algorithm selection.

Xinyue Shao, Hongzhi Wang, Xiao Zhu, Feng Xiong, Tianyu Mu, Yan Zhang

Inf. Sci., April, 2023

TSC-AutoML: Meta-learning for Automatic Time Series Classification Algorithm Selection.

Tianyu Mu, Hongzhi Wang, Shenghe Zheng, Zhiyu Liang, Chunnan Wang, Xinyue Shao, Zheng Liang

Proceedings of the 39th IEEE International Conference on Data Engineering, 2023

2022

Auto-CASH: A meta-learning embedding approach for autonomous classification algorithm selection.

Tianyu Mu, Hongzhi Wang, Chunnan Wang, Zheng Liang, Xinyue Shao

Inf. Sci., 2022

FIND: Explainable Framework for Meta-learning.

Xinyue Shao, Hongzhi Wang, Xiao Zhu, Feng Xiong

CoRR, 2022