Shiyuan Fu

18 papers A 1Journal 16Unranked 1
YearRankTypeTitle / Venue / Authors
2025 A conf
MANS: Efficient and Portable ANS Encoding for Multi-Byte Integer Data on CPUs and GPUs.
SC
Wenjing Huang, Jinwu Yang, Shengquan Yin, Haoxu Li, Yida Gu, Zedong Liu, Xing Jing, Zheng Wei, Shiyuan Fu, Hao Hu, Guangming Tan, Dingwen Tao
2024 J jnl
A feature-level mask self-supervised assisted learning approach based on transformer for remaining useful life prediction.
Intell. Data Anal.
Bing Xue, Xin Gao, Shuwei Zhang, Ning Wang, Shiyuan Fu, Jiahao Yu, Guangyao Zhang, Zijian Huang
2024 J jnl
A filter-augmented auto-encoder with learnable normalization for robust multivariate time series anomaly detection.
Neural Networks
Jiahao Yu, Xin Gao, Baofeng Li, Feng Zhai, Jiansheng Lu, Bing Xue, Shiyuan Fu, Chun Xiao
2024 J jnl
A robust multi-scale feature extraction framework with dual memory module for multivariate time series anomaly detection.
Neural Networks
Bing Xue, Xin Gao, Baofeng Li, Feng Zhai, Jiansheng Lu, Jiahao Yu, Shiyuan Fu, Chun Xiao
2024 J jnl
A time series anomaly detection method based on series-parallel transformers with spatial and temporal association discrepancies.
Inf. Sci.
Shiyuan Fu, Xin Gao, Feng Zhai, Baofeng Li, Bing Xue, Jiahao Yu, Zhihang Meng, Guangyao Zhang
2024 J jnl
An adversarial contrastive autoencoder for robust multivariate time series anomaly detection.
Expert Syst. Appl.
Jiahao Yu, Xin Gao, Feng Zhai, Baofeng Li, Bing Xue, Shiyuan Fu, Lingli Chen, Zhihang Meng
2024 J jnl
Multivariate time series anomaly detection via separation, decomposition, and dual transformer-based autoencoder.
Appl. Soft Comput.
Shiyuan Fu, Xin Gao, Baofeng Li, Feng Zhai, Jiansheng Lu, Bing Xue, Jiahao Yu, Chun Xiao
2023 J jnl
A contrastive autoencoder with multi-resolution segment-consistency discrimination for multivariate time series anomaly detection.
Appl. Intell.
Bing Xue, Xin Gao, Feng Zhai, Baofeng Li, Jiahao Yu, Shiyuan Fu, Lingli Chen, Zhihang Meng
2023 J jnl
An imbalanced binary classification method via space mapping using normalizing flows with class discrepancy constraints.
Inf. Sci.
Zijian Huang, Xin Gao, Wenli Chen, Yingying Cheng, Bing Xue, Zhihang Meng, Guangyao Zhang, Shiyuan Fu
2023 J jnl
Global reliable data generation for imbalanced binary classification with latent codes reconstruction and feature repulsion.
Appl. Intell.
Xin Jia, Xin Gao, Wenli Chen, Yingying Cheng, Zhihang Meng, Bing Xue, Zijian Huang, Shiyuan Fu
2023 — conf
Improved Load Balancing Algorithm for a Novel Distributed Computing Framework Based on MultiObjective Optimization Algorithm.
ICCEIC
Chao Li, Shiyuan Fu, Yiwen Jiao, Hongbin Ma, Wei Zhang, Chao Yun
2023 J jnl
Probabilistic autoencoder with multi-scale feature extraction for multivariate time series anomaly detection.
Appl. Intell.
Guangyao Zhang, Xin Gao, Lei Wang, Bing Xue, Shiyuan Fu, Jiahao Yu, Zijian Huang, Xu Huang
2023 J jnl
Two Outlier-Sensitive Measures for Semi-supervised Dynamic Ensemble Anomaly Detection Models.
Neural Process. Lett.
Shiyuan Fu, Xin Gao, Baofeng Li, Bing Xue, Xin Jia, Zijian Huang, Guangyao Zhang, Xu Huang
2022 J jnl
An ensemble contrastive classification framework for imbalanced learning with sample-neighbors pair construction.
Knowl. Based Syst.
Xin Gao, Xin Jia, Jing Liu, Bing Xue, Zijian Huang, Shiyuan Fu, Guangyao Zhang, Kangsheng Li
2022 J jnl
An ensemble-based outlier detection method for clustered and local outliers with differential potential spread loss.
Knowl. Based Syst.
Xin Gao, Jiahao Yu, Sen Zha, Shiyuan Fu, Bing Xue, Ping Ye, Zijian Huang, Guangyao Zhang
2022 J jnl
Correlation-based feature partition regression method for unsupervised anomaly detection.
Appl. Intell.
Zhiyu Liu, Xin Gao, Xin Jia, Bing Xue, Shiyuan Fu, Kangsheng Li, Xu Huang, Zijian Huang
2022 J jnl
Detection of local and clustered outliers based on the density-distance decision graph.
Eng. Appl. Artif. Intell.
Kangsheng Li, Xin Gao, Xin Jia, Bing Xue, Shiyuan Fu, Zhiyu Liu, Xu Huang, Zijian Huang
2022 J jnl
Robust outlier detection based on the changing rate of directed density ratio.
Expert Syst. Appl.
Kangsheng Li, Xin Gao, Shiyuan Fu, Xinping Diao, Ping Ye, Bing Xue, Jiahao Yu, Zijian Huang