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Xinyue Shao | Researchclopedia

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Xinyue Shao

Jiangnan University ORCID

9

Works

63

Citations

4

h-index

3

i10-index

Research Topics

Explainable Artificial Intelligence (XAI)Anomaly Detection Techniques and Applications Adversarial Robustness in Machine Learning

Affiliations

Jiangnan University2025–2025

Harbin Institute of Technology2022–2025

Heilongjiang Institute of Technology2023–2023

Top Works

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

Tianyu Mu,Hongzhi Wang,et al.

202226 citations

Time Series Analysis and Forecasting

Machine Learning and Data Classification

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

Xinyue Shao,Hongzhi Wang,et al.

202221 citations

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

Tianyu Mu,Hongzhi Wang,et al.

202310 citations

CUBE: Causal Intervention-Based Counterfactual Explanation for Prediction Models

Xinyue Shao,Hongzhi Wang,et al.

20236 citations

LM-TLIPs: Integrating Large Model and Transfer Learning Technology for Precise Identification of Phosphorylation Sites in SARS-CoV-2

Yuhua Zuo,Minquan Wan,et al.

20251 citations

ShrinkHPO: Towards Explainable Parallel Hyperparameter Optimization

Tianyu Mu,Hongzhi Wang,et al.

20241 citations

Auto-TSF: Towards Proxy-Model-Based Meta-Learning for Automatic Time Series Forecasting Algorithm Selection

Tianyu Mu,Hongzhi Wang,et al.

20250 citations

Explainable Database Management System Configuration Tuning through Counterfactuals

Xinyue Shao,Hongzhi Wang,et al.

20240 citations

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

Xinyue Shao,Hongzhi Wang,et al.

20240 citations