Xiao Han

According to our database, Xiao Han authored at least 10 papers between 2021 and 2026.

Collaborative distances:

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

2026

Algorithmic Recourse in Abnormal Multivariate Time Series.

Xiao Han, Lu Zhang, Yongkai Wu, Shuhan Yuan

Trans. Mach. Learn. Res., 2026

2025

Few-shot anomaly detection and classification through reinforced data selection with a combinatorial reward.

Xiao Han, Depeng Xu, Shuhan Yuan, Xintao Wu

Knowl. Inf. Syst., December, 2025

2023

Algorithmic Recourse for Anomaly Detection in Multivariate Time Series.

Xiao Han, Lu Zhang, Yongkai Wu, Shuhan Yuan

CoRR, 2023

Achieving Counterfactual Fairness for Anomaly Detection.

Xiao Han, Lu Zhang, Yongkai Wu, Shuhan Yuan

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2023

On Root Cause Localization and Anomaly Mitigation through Causal Inference.

Xiao Han, Lu Zhang, Yongkai Wu, Shuhan Yuan

Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, 2023

LogGPT: Log Anomaly Detection via GPT.

Xiao Han, Shuhan Yuan, Mohamed Trabelsi

Proceedings of the IEEE International Conference on Big Data, 2023

2022

On Interpretable Anomaly Detection Using Causal Algorithmic Recourse.

Xiao Han, Lu Zhang, Yongkai Wu, Shuhan Yuan

CoRR, 2022

Few-shot Anomaly Detection and Classification Through Reinforced Data Selection.

Xiao Han, Depeng Xu, Shuhan Yuan, Xintao Wu

Proceedings of the IEEE International Conference on Data Mining, 2022

2021

Unsupervised Cross-system Log Anomaly Detection via Domain Adaptation.

Xiao Han, Shuhan Yuan

Proceedings of the CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1, 2021

InterpretableSAD: Interpretable Anomaly Detection in Sequential Log Data.

Xiao Han, He Cheng, Depeng Xu, Shuhan Yuan

Proceedings of the 2021 IEEE International Conference on Big Data (Big Data), 2021