Zijian Huang

Publication Activity (10 Years)

Years Active: 2022-2024
Publications (10 Years): 7

Top Topics

Assisted Learning

Binary Classification

Data Generation

Top Venues

Neural Process. Lett.

Knowl. Based Syst.

Publications

Bing Xue, Xin Gao, Shuwei Zhang, Ning Wang, Shiyuan Fu, Jiahao Yu, Guangyao Zhang, Zijian Huang
A feature-level mask self-supervised assisted learning approach based on transformer for remaining useful life prediction. Intell. Data Anal. 28 (1) (2024)
Guangyao Zhang, Xin Gao, Lei Wang, Bing Xue, Shiyuan Fu, Jiahao Yu, Zijian Huang, Xu Huang
Probabilistic autoencoder with multi-scale feature extraction for multivariate time series anomaly detection. Appl. Intell. 53 (12) (2023)
Zijian Huang, Xin Gao, Wenli Chen, Yingying Cheng, Bing Xue, Zhihang Meng, Guangyao Zhang, Shiyuan Fu
An imbalanced binary classification method via space mapping using normalizing flows with class discrepancy constraints. Inf. Sci. 623 (2023)
Xin Jia, Xin Gao, Wenli Chen, Yingying Cheng, Zhihang Meng, Bing Xue, Zijian Huang, Shiyuan Fu
Global reliable data generation for imbalanced binary classification with latent codes reconstruction and feature repulsion. Appl. Intell. 53 (13) (2023)
Xin Gao, Zhihang Meng, Xin Jia, Jing Liu, Xinping Diao, Bing Xue, Zijian Huang, Kangsheng Li
An imbalanced binary classification method based on contrastive learning using multi-label confidence comparisons within sample-neighbors pair. Neurocomputing 517 (2023)
Shiyuan Fu, Xin Gao, Baofeng Li, Bing Xue, Xin Jia, Zijian Huang, Guangyao Zhang, Xu Huang
Two Outlier-Sensitive Measures for Semi-supervised Dynamic Ensemble Anomaly Detection Models. Neural Process. Lett. 55 (3) (2023)
Xin Gao, Jiahao Yu, Sen Zha, Shiyuan Fu, Bing Xue, Ping Ye, Zijian Huang, Guangyao Zhang
An ensemble-based outlier detection method for clustered and local outliers with differential potential spread loss. Knowl. Based Syst. 258 (2022)