Xuxin Liu

According to our database, Xuxin Liu authored at least 6 papers between 2023 and 2026.

Collaborative distances:

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

2026

GRU contrast discrepancy-based anomaly detection for multi-sensor signals from temporal and spatial perspectives.

Lei Chen, Xinzhe Cao, Tingqin He, Haomiao Guo, Xuxin Liu

Clust. Comput., February, 2026

2025

Lightweight and Fast Time-Series Anomaly Detection via Point-Level and Sequence-Level Reconstruction Discrepancy.

Lei Chen, Jiajun Tang, Ying Zou, Xuxin Liu, Xingquan Xie, Guangyang Deng

IEEE Trans. Neural Networks Learn. Syst., September, 2025

Frequency-Domain Spectrum Discrepancy-Based Fast Anomaly Detection for IIoT Sensor Time-Series Signals.

Lei Chen, Xuxin Liu, Ying Zou, Jiajun Tang, Canwei Liu, Bowen Hu, Mingyang Lv

IEEE Trans. Instrum. Meas., 2025

A lightweight All-MLP time-frequency anomaly detection for IIoT time series.

Lei Chen, Xinzhe Cao, Tingqin He, Yepeng Xu, Xuxin Liu, Bowen Hu

Neural Networks, 2025

Dynamic event-triggered adaptive fuzzy admittance control of robotic systems with uncertainties.

Jinzhu Peng, Xuxin Liu, Shuai Ding, Yaqiang Liu

Appl. Soft Comput., 2025

2023

iTimes: Investigating Semisupervised Time Series Classification via Irregular Time Sampling.

Xuxin Liu, Fengbin Zhang, Han Liu, Haoyi Fan

IEEE Trans. Ind. Informatics, May, 2023