Zhixia Zeng

15 papers Journal 14Unranked 1
YearRankTypeTitle / Venue / Authors
2026 J jnl
CSCAD: Modeling cross-scale sequence correlations for multivariate time series anomaly detection.
Inf. Process. Manag.
Hanfeng Lee, Zhixia Zeng, Zhipeng Qiu, Weifu Zhu, Ruliang Xiao
2026 J jnl
Deep multi-view clustering based on fine-grained dynamic fusion learning.
Neurocomputing
Weifu Zhu, Zhipeng Qiu, Zhixia Zeng, Ruliang Xiao, Shi Zhang
2026 J jnl
Diffusion-step attention consistency for multivariate time series anomaly detection.
Knowl. Based Syst.
Jiacai Chen, Hancheng Xiao, Zhixia Zeng, Xin Du, Ruliang Xiao
2026 J jnl
FDEPCA: A Novel Adaptive Nonlinear Feature Extraction Method via Fruit Fly Olfactory Neural Network for IoMT Anomaly Detection.
IEEE J. Biomed. Health Informatics
Yihan Chen, Zhixia Zeng, Xinhong Lin, Xin Du, Imad Rida, Ruliang Xiao
2026 J jnl
Toward robust anomaly detection in noisy time series via diffusion-driven denoising and disentanglement.
J. Supercomput.
Xiaorui Huang, Hancheng Xiao, Zhixia Zeng, Zhipeng Qiu, Weifu Zhu, Shi Zhang, Ruliang Xiao
2026 J jnl
Unsupervised anomaly detection in energy storage systems using Dual-View latent variable modeling.
Eng. Appl. Artif. Intell.
Zhipeng Qiu, Zhixia Zeng, Weifu Zhu, Ruliang Xiao, Shi Zhang
2025 J jnl
Fine-grained multivariate time series anomaly detection via causal inference.
Knowl. Based Syst.
Xiangwei Chen, Hancheng Xiao, Zhixia Zeng, Shi Zhang, Ruliang Xiao
2025 J jnl
Semi-supervised anomaly detection via reinforcement learning-enabled method with causal inference.
Inf. Sci.
Xiangwei Chen, Ruliang Xiao, Zhixia Zeng, Shi Zhang, Xin Du
2024 J jnl
Graph Autoencoder Anomaly Detection for E-Commerce Application by Contextual Integrating Contrast With Reconstruction and Complementarity.
IEEE Trans. Consumer Electron.
Jinjie Wu, Zhipeng Qiu, Zhixia Zeng, Ruliang Xiao, Imad Rida, Shi Zhang
2024 J jnl
RelTrans: An Enhancing Offline Reinforcement Learning Model for the Complex Hand Gesture Decision-Making Task.
IEEE Trans. Consumer Electron.
Xiangwei Chen, Zhixia Zeng, Ruliang Xiao, Imad Rida, Shi Zhang
2024 J jnl
Semi-supervised Anomaly Detection via Adaptive Reinforcement Learning-Enabled Method with Causal Inference for Sensor Signals.
CoRR
Xiangwei Chen, Ruliang Xiao, Zhixia Zeng, Zhipeng Qiu, Shi Zhang, Xin Du
2023 — conf
ADCapsNet: An Efficient and Robust Capsule Network Model for Anomaly Detection.
CACML
Xiangyu Cai, Ruliang Xiao, Zhixia Zeng, Ping Gong, Shi Zhang
2023 J jnl
Anomaly detection for high-dimensional dynamic data stream using stacked habituation autoencoder and union kernel density estimator.
Concurr. Comput. Pract. Exp.
Zhixia Zeng, Ruohe Huang, Ruliang Xiao, Xinhong Lin, Shi Zhang
2023 J jnl
Double locality sensitive hashing Bloom filter for high-dimensional streaming anomaly detection.
Inf. Process. Manag.
Zhixia Zeng, Ruliang Xiao, Xinhong Lin, Tianjian Luo, Jiayin Lin
2023 J jnl
ITran: A novel transformer-based approach for industrial anomaly detection and localization.
Eng. Appl. Artif. Intell.
Xiangyu Cai, Ruliang Xiao, Zhixia Zeng, Ping Gong, Youcong Ni