Zhiyuan Li

26 papers Journal 21Unranked 5
YearRankTypeTitle / Venue / Authors
2026 J jnl
Spatial-temporal hierarchical decoupled masked autoencoder: A self-supervised learning framework for electrocardiogram.
Expert Syst. Appl.
Xiaoyang Wei, Zhiyuan Li, Yuanyuan Tian, Mengxiao Wang, Yanrui Jin, Weiping Ding, Chengliang Liu
2026 J jnl
Unsupervised artificial intelligence model of arrhythmia diagnosis: Improving model performance on different ECG datasets.
Biomed. Signal Process. Control.
Yanrui Jin, Mengxiao Wang, Zhiyuan Li, Yuanyuan Tian, Xiaoyang Wei, Chengliang Liu, Liqun Zhao
2025 J jnl
An early warning method for arrhythmias in long-term ECGs based on self-supervised learning and LSTM.
Knowl. Based Syst.
Zhiyuan Li, Yuanyuan Tian, Yanrui Jin, Xiaoyang Wei, Mengxiao Wang, Jinlei Liu, Liqun Zhao, Chengliang Liu
2025 J jnl
BioCross: A cross-modal framework for unified representation of multi-modal biosignals with heterogeneous metadata fusion.
Inf. Fusion
Mengxiao Wang, Zhiyuan Li, Yuanyuan Tian, Xiaoyang Wei, Yanrui Jin, Chengliang Liu
2025 J jnl
EDDM: A Novel ECG Denoising Method Using Dual-Path Diffusion Model.
IEEE Trans. Instrum. Meas.
Zhiyuan Li, Yuanyuan Tian, Yanrui Jin, Xiaoyang Wei, Mengxiao Wang, Jinlei Liu, Chengliang Liu
2025 J jnl
MM-Tracker: Visual Tracking With A Multi-Task Model Integrating Detection and Differentiating Feature Extraction.
IEEE Trans. Emerg. Top. Comput. Intell.
Zhihui Wang, Mingshuai Li, Zhiyuan Li, Xing-Li Zhang, Ming Li, Zhao Li, Weiping Ding, Xindong Wu
2025 J jnl
Multi-task learning for multi-label electrocardiogram disease detection via point-level delineation-guided fusion.
Eng. Appl. Artif. Intell.
Mengxiao Wang, Yuanyuan Tian, Zhiyuan Li, Xiaoyang Wei, Yanrui Jin, Chengliang Liu, Liqun Zhao
2024 J jnl
A novel deep wavelet convolutional neural network for actual ECG signal denoising.
Biomed. Signal Process. Control.
Yanrui Jin, Chengjin Qin, Jinlei Liu, Yunqing Liu, Zhiyuan Li, Chengliang Liu
2024 J jnl
A self-supervised framework for computer-aided arrhythmia diagnosis.
Appl. Soft Comput.
Yanrui Jin, Zhiyuan Li, Yuanyuan Tian, Xiaoyang Wei, Chengliang Liu
2024 J jnl
Automatic multi-label diagnosis of single-lead ECG using novel hybrid residual recurrent convolutional neural networks.
Biomed. Signal Process. Control.
Xiaoyang Wei, Zhiyuan Li, Yanrui Jin, Yuanyuan Tian, Mengxiao Wang, Liqun Zhao, Chengliang Liu
2024 J jnl
Differentiated knowledge distillation: Patient-specific single-sample personalization for electrocardiogram diagnostic models.
Eng. Appl. Artif. Intell.
Xiaoyang Wei, Zhiyuan Li, Yuanyuan Tian, Mengxiao Wang, Jinlei Liu, Yanrui Jin, Weiping Ding, Chengliang Liu
2024 J jnl
Lightweight Optimization of Deep Learning Models for Accurate Arrhythmia Detection in Clinical 12-Lead ECG Data.
IEEE Trans. Instrum. Meas.
Yunqing Liu, Chengjin Qin, Yuanyuan Tian, Mengxiao Wang, Jinlei Liu, Yanrui Jin, Zhiyuan Li, Liqun Zhao, Chengliang Liu
2024 J jnl
M-XAF: Medical explainable diagnosis system of atrial fibrillation based on medical knowledge and semantic representation fusion.
Eng. Appl. Artif. Intell.
Zhiyuan Li, Yanrui Jin, Yuanyuan Tian, Jinlei Liu, Mengxiao Wang, Xiaoyang Wei, Liqun Zhao, Chengliang Liu
2024 J jnl
Pruned lightweight neural networks for arrhythmia classification with clinical 12-Lead ECGs.
Appl. Soft Comput.
Yunqing Liu, Jinlei Liu, Yuanyuan Tian, Yanrui Jin, Zhiyuan Li, Liqun Zhao, Chengliang Liu
2023 — conf
A Novel Personalized Incremental Arrhythmias Classification Method for ECG Monitoring.
FSDM
Zhiyuan Li, Yuanyuan Tian, Yanrui Jin, Xiaoyang Wei, Mengxiao Wang, Chengliang Liu, Liqun Zhao, Xiaoxue Yang
2023 J jnl
A deep learning-based acute coronary syndrome-related disease classification method: a cohort study for network interpretability and transfer learning.
Appl. Intell.
Yunqing Liu, Jinlei Liu, Chengjin Qin, Yanrui Jin, Zhiyuan Li, Liqun Zhao, Chengliang Liu
2023 J jnl
A novel attentional deep neural network-based assessment method for ECG quality.
Biomed. Signal Process. Control.
Yanrui Jin, Zhiyuan Li, Chengjin Qin, Jinlei Liu, Yunqing Liu, Liqun Zhao, Chengliang Liu
2023 — conf
An Interpretable Residual Neural Network for the Diagnosis of Myocardial Infarction.
FSDM
Xiaoyang Wei, Mengxiao Wang, Yanrui Jin, Zhiyuan Li, Yuanyuan Tian, Chengliang Liu
2023 — conf
ECG Quality Assessment Framework by Using Attentional Convolution Neural Network.
FSDM
Yanrui Jin, Zhiyuan Li, Yuanyuan Tian, Mengxiao Wang, Xiaoyang Wei, Chengliang Liu, Xiaoxue Yang
2023 — conf
Evaluate the Correlation Between Electrocardiogram Age and Cardiovascular Disease Using a 12-lead ECG Dataset.
FSDM
Yuanyuan Tian, Xiaoyang Wei, Zhiyuan Li, Yanrui Jin, Mengxiao Wang, Liqun Zhao, Xiaoxue Yang, Chengliang Liu
2023 — conf
Interpretable Deep Learning Model for Identifying the Immediate Risk of Myocardial Infarction Complications.
FSDM
Mengxiao Wang, Yanrui Jin, Zhiyuan Li, Xiaoyang Wei, Chengliang Liu, Xiaoxue Yang
2023 J jnl
Multiple Pedestrian Tracking With Graph Attention Map on Urban Road Scene.
IEEE Trans. Intell. Transp. Syst.
Zhihui Wang, Zhiyuan Li, Jiaxu Leng, Ming Li, Lu Bai
2022 J jnl
A Novel Interpretable Method Based on Dual-Level Attentional Deep Neural Network for Actual Multilabel Arrhythmia Detection.
IEEE Trans. Instrum. Meas.
Yanrui Jin, Jinlei Liu, Yunqing Liu, Chengjin Qin, Zhiyuan Li, Dengyu Xiao, Liqun Zhao, Chengliang Liu
2022 J jnl
A novel P-QRS-T wave localization method in ECG signals based on hybrid neural networks.
Comput. Biol. Medicine
Jinlei Liu, Yanrui Jin, Yunqing Liu, Zhiyuan Li, Chengjin Qin, Xiaojun Chen, Liqun Zhao, Chengliang Liu
2022 J jnl
An efficient neural network-based method for patient-specific information involved arrhythmia detection.
Knowl. Based Syst.
Yunqing Liu, Chengjin Qin, Jinlei Liu, Yanrui Jin, Zhiyuan Li, Chengliang Liu
2021 J jnl
A Novel Incremental and Interactive Method for Actual Heartbeat Classification With Limited Additional Labeled Samples.
IEEE Trans. Instrum. Meas.
Yanrui Jin, Chengjin Qin, Jinlei Liu, Zhiyuan Li, Haotian Shi, Ke Lin, Yunqing Liu, Chengliang Liu