Xunhua Huang

13 papers Misc 1Journal 11Unranked 1
YearRankTypeTitle / Venue / Authors
2026 J jnl
Antinoise Adaptive Time-Frequency Fusion for multivariate time series anomaly detection.
Eng. Appl. Artif. Intell.
Sizhe Huang, Liang Xi, Xunhua Huang, Yuan Cheng, Han Liu
2025 J jnl
Joint Time-Frequency Pseudo Anomalies for Multimodal Electrocardiogram Quality Assessment in Healthcare Service Computing.
IEEE Trans. Serv. Comput.
Xunhua Huang, Liang Xi, Haoyi Fan, Fengbin Zhang, Xu Yu, Lei Liu, Mianxiong Dong, Mohsen Guizani
2024 J jnl
Adaptive-Correlation-Aware Unsupervised Deep Learning for Anomaly Detection in Cyber-Physical Systems.
IEEE Trans. Dependable Secur. Comput.
Liang Xi, Dehua Miao, Menghan Li, Ruidong Wang, Han Liu, Xunhua Huang
2024 J jnl
Bidirectional consistency with temporal-aware for semi-supervised time series classification.
Neural Networks
Han Liu, Fengbin Zhang, Xunhua Huang, Ruidong Wang, Liang Xi
2024 J jnl
CaCo: Attributed Network Anomaly Detection via Canonical Correlation Analysis.
IEEE Trans. Ind. Informatics
Ruidong Wang, Fengbin Zhang, Xunhua Huang, Chongrui Tian, Liang Xi, Haoyi Fan
2024 J jnl
Deep joint adversarial learning for anomaly detection on attribute networks.
Inf. Sci.
Haoyi Fan, Ruidong Wang, Xunhua Huang, Fengbin Zhang, Zuoyong Li, Shimei Su
2024 — conf
PIMGAN: Prior-induced Masked GAN for Myocardial Infarction Anomaly Detection.
ISAIMS
Jijia Chen, Liwei Zhou, Xunhua Huang, Runzhi Li, Zongmin Wang, Haoyi Fan
2024 J jnl
Pseudo anomalies enhanced deep support vector data description for electrocardiogram quality assessment.
Comput. Biol. Medicine
Xunhua Huang, Fengbin Zhang, Haoyi Fan, Huihui Chang, Bing Zhou, Zuoyong Li
2024 J jnl
Self-supervised multi-transformation learning for time series anomaly detection.
Expert Syst. Appl.
Han Han, Haoyi Fan, Xunhua Huang, Chuang Han
2023 J jnl
KalmanAE: Deep Embedding Optimized Kalman Filter for Time Series Anomaly Detection.
IEEE Trans. Instrum. Meas.
Xunhua Huang, Fengbin Zhang, Ruidong Wang, Xiaohui Lin, Han Liu, Haoyi Fan
2023 J jnl
Unsupervised multimodal domain adversarial network for time series classification.
Inf. Sci.
Liang Xi, Yujia Liang, Xunhua Huang, Han Liu, Ao Li
2022 J jnl
Semi-supervised Time Series Classification Model with Self-supervised Learning.
Eng. Appl. Artif. Intell.
Liang Xi, Zichao Yun, Han Liu, Ruidong Wang, Xunhua Huang, Haoyi Fan
2021 Misc conf
Semi-Supervised Time Series Classification by Temporal Relation Prediction.
ICASSP
Haoyi Fan, Fengbin Zhang, Ruidong Wang, Xunhua Huang, Zuoyong Li