QoS guaranteed resource block allocation algorithm in LTE downlink. - Liqun Zhao; Yang Qin 001; Maode Ma; Xiaoxiong Zhong; Li Li 015 (CHINACOM, 2012)

Analysis for unfairness of TCP outcast problem in data center networks. - Yang Qin; Yao Shi; Qiwei Sun; Liqun Zhao (ITC, 2013)

A novel approach for supporting deterministic quality-of-service in WDM EPON networks. - Yang Qin; Daojun Xue; Liqun Zhao; Chee Kheong Siew; Hongying He (Opt. Switch. Netw., 2013)

An Association Approach that Combines Resource Consumption and Load Balancing in Heterogeneous Cellular Networks. - Liqun Zhao; Hongpeng Wang; Xiaoxiong Zhong (iThings/GreenCom/CPSCom/SmartData, 2017)

On the Optimal Spectrum Partitioning in D2D Enhanced Cellular Sensor Networks. - Liqun Zhao; Hongpeng Wang; Xiaoxiong Zhong (WICON, 2017)

Optimizing the System Performance of Relay Enhanced Cellular Networks through Time Partitioning. - Liqun Zhao; Hongpeng Wang (IEICE Trans. Fundam. Electron. Commun. Comput. Sci., 2017)

Interference Graph Based Channel Assignment Algorithm for D2D Cellular Networks. - Liqun Zhao; Hongpeng Wang; Xiaoxiong Zhong (IEEE Access, 2018)

Automated Heartbeat Classification Based on Convolutional Neural Network with Multiple Kernel Sizes. - Haotian Shi; Haoren Wang; Yanrui Jin; Liqun Zhao; Chengliang Liu 001 (BigDataService, 2019)

A High-Precise Arrhythmia Detection Method Based on Biorthogonal Wavelet and Fully Connected Neural Network. - Haoren Wang; Haotian Shi; Ke Lin 001; Liqun Zhao; Chengliang Liu 001 (BigDataService, 2019)

Inter-patient heartbeat classification based on region feature extraction and ensemble classifier. - Haotian Shi; Haoren Wang; Fei Zhang; Yixiang Huang; Liqun Zhao; Chengliang Liu 001 (Biomed. Signal Process. Control., 2019)

A hierarchical method based on weighted extreme gradient boosting in ECG heartbeat classification. - Haotian Shi; Haoren Wang; Yixiang Huang; Liqun Zhao; Chengjin Qin; Chengliang Liu 001 (Comput. Methods Programs Biomed., 2019)

Interference-Aware Channel Assignment Algorithm in D2D overlaying Cellular Networks. - Liqun Zhao; Hongpeng Wang; Xiaoxiong Zhong (KSII Trans. Internet Inf. Syst., 2019)

A high-precision arrhythmia classification method based on dual fully connected neural network. - Haoren Wang; Haotian Shi; Ke Lin 001; Chengjin Qin; Liqun Zhao; Yixiang Huang; Chengliang Liu 001 (Biomed. Signal Process. Control., 2020)

An incremental learning system for atrial fibrillation detection based on transfer learning and active learning. - Haotian Shi; Haoren Wang; Chengjin Qin; Liqun Zhao; Chengliang Liu 001 (Comput. Methods Programs Biomed., 2020)

A High Precision Real-time Premature Ventricular Contraction Assessment Method based on the Complex Feature Set. - Haoren Wang; Haotian Shi; Xiaojun Chen 003; Liqun Zhao; Yixiang Huang; Chengliang Liu 001 (J. Medical Syst., 2020)

An Improved Convolutional Neural Network Based Approach for Automated Heartbeat Classification. - Haoren Wang; Haotian Shi; Xiaojun Chen 003; Liqun Zhao; Yixiang Huang; Chengliang Liu 001 (J. Medical Syst., 2020)

Automated heartbeat classification based on deep neural network with multiple input layers. - Haotian Shi; Chengjin Qin; Dengyu Xiao; Liqun Zhao; Chengliang Liu 001 (Knowl. Based Syst., 2020)

Precise and efficient heartbeat classification using a novel lightweight-modified method. - Yunqing Liu; Yanrui Jin; Jinlei Liu; Chengjin Qin; Ke Lin 001; Haotian Shi; Jianfeng Tao; Liqun Zhao; Chengliang Liu 001 (Biomed. Signal Process. Control., 2021)

A novel P-QRS-T wave localization method in ECG signals based on hybrid neural networks. - Jinlei Liu; Yanrui Jin; Yunqing Liu; Zhiyuan Li; Chengjin Qin; Xiaojun Chen 003; Liqun Zhao; Chengliang Liu 001 (Comput. Biol. Medicine, 2022)

Interference Aware Channel Assignment Algorithm for D2D Multicast Underlying Cellular Networks. - Liqun Zhao; Lingmei Ren; Li Li (KSII Trans. Internet Inf. Syst., 2022)

DanioSense: Automated High-Throughput Quantification of Zebrafish Larvae Group Movement. - Chunxiang Wang; Mingsi Tong; Liqun Zhao; Xinghu Yu; Songlin Zhuang; Huijun Gao (IEEE Trans Autom. Sci. Eng., 2022)

A Novel Interpretable Method Based on Dual-Level Attentional Deep Neural Network for Actual Multilabel Arrhythmia Detection. - Yanrui Jin; Jinlei Liu; Yunqing Liu; Chengjin Qin; Zhiyuan Li; Dengyu Xiao; Liqun Zhao; Chengliang Liu 001 (IEEE Trans. Instrum. Meas., 2022)

Stable and Safe Reinforcement Learning via a Barrier-Lyapunov Actor-Critic Approach. - Liqun Zhao; Konstantinos Gatsis; Antonis Papachristodoulou (CDC, 2023)

A Novel Personalized Incremental Arrhythmias Classification Method for ECG Monitoring. - Zhiyuan Li; Yuanyuan Tian 003; Yanrui Jin; Xiaoyang Wei; Mengxiao Wang; Chengliang Liu 001; Liqun Zhao; Xiaoxue Yang (FSDM, 2023)

Evaluate the Correlation Between Electrocardiogram Age and Cardiovascular Disease Using a 12-lead ECG Dataset. - Yuanyuan Tian 003; Xiaoyang Wei; Zhiyuan Li; Yanrui Jin; Mengxiao Wang; Liqun Zhao; Xiaoxue Yang; Chenliang Liu (FSDM, 2023)

A novel attentional deep neural network-based assessment method for ECG quality. - Yanrui Jin; Zhiyuan Li; Chengjin Qin; Jinlei Liu; Yunqing Liu; Liqun Zhao; Chengliang Liu 001 (Biomed. Signal Process. Control., 2023)

A Barrier-Lyapunov Actor-Critic Reinforcement Learning Approach for Safe and Stable Control. - Liqun Zhao; Konstantinos Gatsis; Antonis Papachristodoulou (CoRR, 2023)

A deep learning-based acute coronary syndrome-related disease classification method: a cohort study for network interpretability and transfer learning. - Yunqing Liu; Jinlei Liu; Chengjin Qin; Yanrui Jin; Zhiyuan Li; Liqun Zhao; Chengliang Liu 001 (Appl. Intell., 2023)

Data-Driven Stable Neural Feedback Loop Design. - Zuxun Xiong; Han Wang 026; Liqun Zhao; Antonis Papachristodoulou (CDC, 2024)

Pruned lightweight neural networks for arrhythmia classification with clinical 12-Lead ECGs. - Yunqing Liu; Jinlei Liu; Yuanyuan Tian 003; Yanrui Jin; Zhiyuan Li; Liqun Zhao; Chengliang Liu 001 (Appl. Soft Comput., 2024)

Automatic multi-label diagnosis of single-lead ECG using novel hybrid residual recurrent convolutional neural networks. - Xiaoyang Wei; Zhiyuan Li; Yanrui Jin; Yuanyuan Tian 003; Mengxiao Wang; Liqun Zhao; Chengliang Liu 001 (Biomed. Signal Process. Control., 2024)

NLBAC: A Neural Ordinary Differential Equations-based Framework for Stable and Safe Reinforcement Learning. - Liqun Zhao; Keyan Miao; Konstantinos Gatsis; Antonis Papachristodoulou (CoRR, 2024)

M-XAF: Medical explainable diagnosis system of atrial fibrillation based on medical knowledge and semantic representation fusion. - Zhiyuan Li; Yanrui Jin; Yuanyuan Tian 003; Jinlei Liu; Mengxiao Wang; Xiaoyang Wei; Liqun Zhao; Chengliang Liu 001 (Eng. Appl. Artif. Intell., 2024)

Lightweight Optimization of Deep Learning Models for Accurate Arrhythmia Detection in Clinical 12-Lead ECG Data. - Yunqing Liu; Chengjin Qin; Yuanyuan Tian 003; Mengxiao Wang; Jinlei Liu; Yanrui Jin; Zhiyuan Li; Liqun Zhao; Chengliang Liu 001 (IEEE Trans. Instrum. Meas., 2024)

Opt-ODENet: Neural ODE Controller Design with Differentiable Optimization Layers for Safety and Stability. - Keyan Miao; Liqun Zhao; Han Wang 026; Konstantinos Gatsis; Antonis Papachristodoulou (L4DC, 2025)

NLBAC: A neural ODE-based algorithm for state-wise stable and safe reinforcement learning. - Liqun Zhao; Keyan Miao; Hongpeng Cao; Konstantinos Gatsis; Antonis Papachristodoulou (Neurocomputing, 2025)

An Improved Frameless ALOHA Scheme With Feedback Strategy. - Yin Zhang; Liqun Zhao; Yuli Zhao; Francis C. M. Lau 002; Hai Yu 001; Zhiliang Zhu 001; Bin Zhang 001 (IEEE Commun. Lett., 2025)

Opt-ODENet: A Neural ODE Framework with Differentiable QP Layers for Safe and Stable Control Design (longer version). - Keyan Miao; Liqun Zhao; Han Wang 026; Konstantinos Gatsis; Antonis Papachristodoulou (CoRR, 2025)

Constrained Diffusers for Safe Planning and Control. - Jichen Zhang; Liqun Zhao; Antonis Papachristodoulou; Jack Umenberger (CoRR, 2025)