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Journal Articles
- 2024
[j22]Yunqing Liu
, Jinlei Liu, Yuanyuan Tian, Yanrui Jin, Zhiyuan Li, Liqun Zhao, Chengliang Liu:
Pruned lightweight neural networks for arrhythmia classification with clinical 12-Lead ECGs. Appl. Soft Comput. 154: 111340 (2024)- [j21]Xiaoyang Wei, Zhiyuan Li, Yanrui Jin, Yuanyuan Tian, Mengxiao Wang, Liqun Zhao, Chengliang Liu:
Automatic multi-label diagnosis of single-lead ECG using novel hybrid residual recurrent convolutional neural networks. Biomed. Signal Process. Control. 95: 106422 (2024) - [j20]Zhiyuan Li, Yanrui Jin, Yuanyuan Tian, Jinlei Liu, Mengxiao Wang, Xiaoyang Wei, Liqun Zhao, Chengliang Liu:
M-XAF: Medical explainable diagnosis system of atrial fibrillation based on medical knowledge and semantic representation fusion. Eng. Appl. Artif. Intell. 136: 108890 (2024) - [j19]Yunqing Liu, Chengjin Qin, Yuanyuan Tian, Mengxiao Wang, Jinlei Liu, Yanrui Jin, Zhiyuan Li, Liqun Zhao, Chengliang Liu:
Lightweight Optimization of Deep Learning Models for Accurate Arrhythmia Detection in Clinical 12-Lead ECG Data. IEEE Trans. Instrum. Meas. 73: 1-17 (2024) - 2023
- [j18]Yunqing Liu, Jinlei Liu, Chengjin Qin, Yanrui Jin, Zhiyuan Li, Liqun Zhao, Chengliang Liu:
A deep learning-based acute coronary syndrome-related disease classification method: a cohort study for network interpretability and transfer learning. Appl. Intell. 53(21): 25562-25580 (2023) - [j17]Yanrui Jin, Zhiyuan Li, Chengjin Qin, Jinlei Liu, Yunqing Liu, Liqun Zhao, Chengliang Liu:
A novel attentional deep neural network-based assessment method for ECG quality. Biomed. Signal Process. Control. 79(Part): 104064 (2023) - 2022
- [j16]Jinlei Liu, Yanrui Jin, Yunqing Liu, Zhiyuan Li, Chengjin Qin, Xiaojun Chen, Liqun Zhao, Chengliang Liu:
A novel P-QRS-T wave localization method in ECG signals based on hybrid neural networks. Comput. Biol. Medicine 150: 106110 (2022) - [j15]Liqun Zhao, Lingmei Ren, Li Li:
Interference Aware Channel Assignment Algorithm for D2D Multicast Underlying Cellular Networks. KSII Trans. Internet Inf. Syst. 16(8): 2648-2665 (2022) - [j14]Chunxiang Wang, Mingsi Tong, Liqun Zhao, Xinghu Yu, Songlin Zhuang, Huijun Gao:
DanioSense: Automated High-Throughput Quantification of Zebrafish Larvae Group Movement. IEEE Trans Autom. Sci. Eng. 19(2): 1058-1069 (2022) - [j13]Yanrui Jin, Jinlei Liu, Yunqing Liu, Chengjin Qin, Zhiyuan Li, Dengyu Xiao, Liqun Zhao, Chengliang Liu:
A Novel Interpretable Method Based on Dual-Level Attentional Deep Neural Network for Actual Multilabel Arrhythmia Detection. IEEE Trans. Instrum. Meas. 71: 1-11 (2022) - 2021
- [j12]Yunqing Liu, Yanrui Jin, Jinlei Liu, Chengjin Qin, Ke Lin, Haotian Shi, Jianfeng Tao, Liqun Zhao, Chengliang Liu:
Precise and efficient heartbeat classification using a novel lightweight-modified method. Biomed. Signal Process. Control. 68: 102771 (2021) - 2020
- [j11]Haoren Wang, Haotian Shi, Ke Lin, Chengjin Qin, Liqun Zhao, Yixiang Huang, Chengliang Liu:
A high-precision arrhythmia classification method based on dual fully connected neural network. Biomed. Signal Process. Control. 58: 101874 (2020) - [j10]Haotian Shi, Haoren Wang, Chengjin Qin, Liqun Zhao, Chengliang Liu:
An incremental learning system for atrial fibrillation detection based on transfer learning and active learning. Comput. Methods Programs Biomed. 187: 105219 (2020) - [j9]Haoren Wang, Haotian Shi, Xiaojun Chen, Liqun Zhao, Yixiang Huang, Chengliang Liu:
A High Precision Real-time Premature Ventricular Contraction Assessment Method based on the Complex Feature Set. J. Medical Syst. 44(1): 3:1-3:16 (2020) - [j8]Haoren Wang, Haotian Shi, Xiaojun Chen, Liqun Zhao, Yixiang Huang, Chengliang Liu:
An Improved Convolutional Neural Network Based Approach for Automated Heartbeat Classification. J. Medical Syst. 44(2): 35 (2020) - [j7]Haotian Shi, Chengjin Qin, Dengyu Xiao, Liqun Zhao, Chengliang Liu:
Automated heartbeat classification based on deep neural network with multiple input layers. Knowl. Based Syst. 188 (2020) - 2019
- [j6]Haotian Shi, Haoren Wang, Fei Zhang, Yixiang Huang, Liqun Zhao, Chengliang Liu:
Inter-patient heartbeat classification based on region feature extraction and ensemble classifier. Biomed. Signal Process. Control. 51: 97-105 (2019) - [j5]Haotian Shi, Haoren Wang, Yixiang Huang, Liqun Zhao, Chengjin Qin, Chengliang Liu:
A hierarchical method based on weighted extreme gradient boosting in ECG heartbeat classification. Comput. Methods Programs Biomed. 171: 1-10 (2019) - [j4]Liqun Zhao, Hongpeng Wang, Xiaoxiong Zhong:
Interference-Aware Channel Assignment Algorithm in D2D overlaying Cellular Networks. KSII Trans. Internet Inf. Syst. 13(4): 1884-1903 (2019) - 2018
- [j3]Liqun Zhao, Hongpeng Wang, Xiaoxiong Zhong:
Interference Graph Based Channel Assignment Algorithm for D2D Cellular Networks. IEEE Access 6: 3270-3279 (2018) - 2017
- [j2]Liqun Zhao, Hongpeng Wang:
Optimizing the System Performance of Relay Enhanced Cellular Networks through Time Partitioning. IEICE Trans. Fundam. Electron. Commun. Comput. Sci. 100-A(10): 2204-2206 (2017) - 2013
- [j1]Yang Qin, Daojun Xue, Liqun Zhao, Chee Kheong Siew, Hongying He:
A novel approach for supporting deterministic quality-of-service in WDM EPON networks. Opt. Switch. Netw. 10(4): 378-392 (2013)
Conference and Workshop Papers
- 2023
- [c9]Liqun Zhao, Konstantinos Gatsis, Antonis Papachristodoulou:
Stable and Safe Reinforcement Learning via a Barrier-Lyapunov Actor-Critic Approach. CDC 2023: 1320-1325 - [c8]Zhiyuan Li, Yuanyuan Tian, Yanrui Jin, Xiaoyang Wei, Mengxiao Wang, Chengliang Liu, Liqun Zhao, Xiaoxue Yang:
A Novel Personalized Incremental Arrhythmias Classification Method for ECG Monitoring. FSDM 2023: 877-883 - [c7]Yuanyuan Tian, Xiaoyang Wei, Zhiyuan Li, Yanrui Jin, Mengxiao Wang, Liqun Zhao, Xiaoxue Yang, Chenliang Liu:
Evaluate the Correlation Between Electrocardiogram Age and Cardiovascular Disease Using a 12-lead ECG Dataset. FSDM 2023: 905-911 - 2019
- [c6]Haotian Shi, Haoren Wang, Yanrui Jin, Liqun Zhao, Chengliang Liu:
Automated Heartbeat Classification Based on Convolutional Neural Network with Multiple Kernel Sizes. BigDataService 2019: 311-315 - [c5]Haoren Wang, Haotian Shi, Ke Lin, Liqun Zhao, Chengliang Liu:
A High-Precise Arrhythmia Detection Method Based on Biorthogonal Wavelet and Fully Connected Neural Network. BigDataService 2019: 316-321 - 2017
- [c4]Liqun Zhao, Hongpeng Wang, Xiaoxiong Zhong:
An Association Approach that Combines Resource Consumption and Load Balancing in Heterogeneous Cellular Networks. iThings/GreenCom/CPSCom/SmartData 2017: 776-783 - [c3]Liqun Zhao, Hongpeng Wang, Xiaoxiong Zhong:
On the Optimal Spectrum Partitioning in D2D Enhanced Cellular Sensor Networks. WICON 2017: 197-209 - 2013
- [c2]Yang Qin, Yao Shi, Qiwei Sun, Liqun Zhao:
Analysis for unfairness of TCP outcast problem in data center networks. ITC 2013: 1-4 - 2012
- [c1]Liqun Zhao, Yang Qin, Maode Ma, Xiaoxiong Zhong, Li Li:
QoS guaranteed resource block allocation algorithm in LTE downlink. CHINACOM 2012: 425-429
Informal and Other Publications
- 2024
- [i2]Liqun Zhao, Keyan Miao, Konstantinos Gatsis, Antonis Papachristodoulou:
NLBAC: A Neural Ordinary Differential Equations-based Framework for Stable and Safe Reinforcement Learning. CoRR abs/2401.13148 (2024) - 2023
- [i1]Liqun Zhao, Konstantinos Gatsis, Antonis Papachristodoulou:
A Barrier-Lyapunov Actor-Critic Reinforcement Learning Approach for Safe and Stable Control. CoRR abs/2304.04066 (2023)
Coauthor Index
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