Shiwang Xing

According to our database, Shiwang Xing authored at least 5 papers between 2023 and 2026.

Collaborative distances:

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

2026

Benefit From Noise: Detecting Time-Series Anomaly by Distinguishing Prior and Posterior Noises.

Shiwang Xing, Jianwei Niu, Tao Ren, Joel J. P. C. Rodrigues

IEEE Trans. Knowl. Data Eng., July, 2026

DoKnowAD: Calibrating Normal Representations with Refined Domain Knowledge to Enhance Time Series Anomaly Detection.

Shiwang Xing, Jianwei Niu, Tao Ren

Proceedings of the Fortieth AAAI Conference on Artificial Intelligence, 2026

2025

Multivariate Time Series Anomaly Detection in Cyber Security Systems via Stein Discrepancy.

Wang Ge, Lv Congyue, Shiwang Xing

Proceedings of the International Wireless Communications and Mobile Computing, 2025

2023

An enhanced data-driven framework for early kick detection based on imbalanced multivariate time series classification.

Shiwang Xing, Jianwei Niu, Haige Wang, Tao Ren, Meng Cui, Xiaoyan Shi

Neural Comput. Appl., August, 2023

GCFormer: Granger Causality based Attention Mechanism for Multivariate Time Series Anomaly Detection.

Shiwang Xing, Jianwei Niu, Tao Ren

Proceedings of the IEEE International Conference on Data Mining, 2023