Chengyu Liu - RankMe

178 papers A* 2B 1C 2Journal 123Unranked 50

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Exploring multi-source information fusion for cuff-less blood pressure measurement based on wearable watch-type device. Biomed. Signal Process. Control. Yumin Li, Li Ling, Zhijun Xiao, Jian Liu, Chenxi Yang, Junjie Pan, Chaohong Liu, Huan Li, Yanan Zhou, Chenghao Sui, Jianqing Li, Chengyu Liu
2026	J	`jnl`	Multimodal Fusion of Behavioral and Physiological Signals for Enhanced Emotion Recognition via Feature Decoupling and Knowledge Transfer. IEEE J. Biomed. Health Informatics Hongxiang Gao, Zhipeng Cai, Xingyao Wang, Min Wu, Chengyu Liu
2026	J	`jnl`	Non-Direct Contact ECG Signal Classification Using a Hybrid Deep Learning Framework With Validation in Bedside Heart Rate Variability Analysis. IEEE J. Biomed. Health Informatics Zhijun Xiao, Maarten De Vos, Christos Chatzichristos, Yunyi Jiang, Minghui Zhao, Fei Ding, Chenxi Yang, Jianqing Li, Chengyu Liu
2025	J	`jnl`	A Unified Physiological Signal Interaction Network for Cross-Dataset Emotion Recognition. IEEE Trans. Cogn. Dev. Syst. Zhipeng Cai, Hongxiang Gao, Min Wu, Jianqing Li, Chengyu Liu
2025	J	`jnl`	Acceleration of Fast Sample Entropy for FPGAs. IEEE Trans. Computers Chao Chen, Chengyu Liu, Jianqing Li, Bruno da Silva
2025	J	`jnl`	An Atrial Fibrillation Detection Strategy Based on Self-Supervised Pretraining in Wearable ECG Monitoring. IEEE Trans. Instrum. Meas. Caiyun Ma, Weijie Sheng, Zhongyu Wang, Lina Zhao, Yuwei Zhang, Zhipeng Cai, Jianqing Li, Chengyu Liu
2025	J	`jnl`	An Optimized Signal Quality Assessment Method for Noncontact Capacitive ECG. IEEE Trans. Instrum. Meas. Yunyi Jiang, Zhijun Xiao, Yuwei Zhang, Caiyun Ma, Chenxi Yang, Weiming Jin, Jianqing Li, Chengyu Liu
2025	J	`jnl`	BiTS-SleepNet: An Attention-Based Two Stage Temporal-Spectral Fusion Model for Sleep Staging With Single-Channel EEG. IEEE J. Biomed. Health Informatics Zhaoyang Cong, Minghui Zhao, Hongxiang Gao, Meng Lou, Guowei Zheng, Ziyang Wang, Xingyao Wang, Chang Yan, Li Ling, Jianqing Li, Chengyu Liu
2025	J	`jnl`	Decoupled Multi-Perspective Fusion for Speech Depression Detection. IEEE Trans. Affect. Comput. Minghui Zhao, Hongxiang Gao, Lulu Zhao, Zhongyu Wang, Fei Wang, Wenming Zheng, Jianqing Li, Chengyu Liu
2025	—	`conf`	DepGCNNet: An Automatic Depression Detection Framework Using Resting-State Prefrontal EEG. ICBET Feifei Chen, Zhipeng Cai, Lulu Zhao, Jianqing Li, Chengyu Liu
2025	J	`jnl`	Detection of Shockable Ventricular Arrhythmias Using Multiscale Visual Graph Network. IEEE Trans. Instrum. Meas. Xintao Han, Zhipeng Cai, Hongxiang Gao, Jianqing Li, Chengyu Liu
2025	J	`jnl`	Human gaze-based dual teacher guidance learning for semi-supervised medical image segmentation. Neural Networks Rongjun Ge, Chong Wang, Yuxin Liu, Chunqiang Lu, Cong Xia, Yehui Jiang, Fangyi Xu, Yinsu Zhu, Daoqiang Zhang, Chengyu Liu, Yang Chen, Shuo Li, Yuting He
2025	J	`jnl`	Interference Recycling: Effective Utilization of Interference for Enhancing Data Transmission. IEEE Trans. Mob. Comput. Zhao Li, Lijuan Zhang, Chengyu Liu, Siwei Le, Jie Chen, Kang G. Shin, Zheng Yan, Jia Liu
2025	J	`jnl`	MSCG-Net: A multi-scale cross-guidance neural network with generalizability for physiological signal analysis. Biomed. Signal Process. Control. Yongjian Li, Meng Chen, Xinge Jiang, Liting Zhang, Mingsen Du, Chengyu Liu, Shoushui Wei
2025	J	`jnl`	Multi-teacher self-distillation based on adaptive weighting and activation pattern for enhancing lightweight arrhythmia recognition. Inf. Fusion Zhongyu Wang, Caiyun Ma, Shuo Zhang, Minghui Zhao, Yu Liu, Lina Zhao, Tingting Zhu, Jianqing Li, Chengyu Liu
2025	J	`jnl`	Noncontact capacitive coupling ECG-Derived respiratory signals using the conformer based time-frequency domain generative adversarial network. Expert Syst. Appl. Zhijun Xiao, Maarten De Vos, Christos Chatzichristos, Kejun Dong, Yunyi Jiang, Zhongyu Wang, Yuwei Zhang, Fei Ding, Chenxi Yang, Jianqing Li, Chengyu Liu
2025	J	`jnl`	Uncertainty-Inspired Multi-Task Learning in Arbitrary Scenarios of ECG Monitoring. IEEE J. Biomed. Health Informatics Xingyao Wang, Hongxiang Gao, Caiyun Ma, Tingting Zhu, Feng Yang, Chengyu Liu, Huazhu Fu
2024	—	`conf`	A Phonocardiogram Quality Assessment Method Using Multi-Domain Feature. IEEE SENSORS Li Ling, Yumin Li, Yuchan Lv, Xinru Qin, Yamei Bai, Chenxi Yang, Junjie Pan, Huan Li, Chenghao Sui, Yanan Zhou, Jianqing Li, Chengyu Liu
2024	J	`jnl`	A Review on Atrial Fibrillation Detection From Ambulatory ECG. IEEE Trans. Biomed. Eng. Caiyun Ma, Zhijun Xiao, Lina Zhao, Shany Biton, Joachim A. Behar, Xi Long, Rik Vullings, Ronald M. Aarts, Jianqing Li, Chengyu Liu
2024	J	`jnl`	A pretrain-finetune approach for improving model generalizability in outcome prediction of acute respiratory distress syndrome patients. Int. J. Medical Informatics Songlu Lin, Meicheng Yang, Chengyu Liu, Zhihong Wang, Xi Long
2024	J	`jnl`	An Atrial Fibrillation Detection Strategy in Dynamic ECGs With Significant Individual Differences. IEEE Trans. Instrum. Meas. Caiyun Ma, Xi Long, Weijie Sheng, Rik Vullings, Meicheng Yang, Lina Zhao, Ronald M. Aarts, Jianqing Li, Chengyu Liu
2024	J	`jnl`	An Attribute-Decoupled Model for Onset Identification of Atrial Fibrillation in Single-Lead Electrocardiograms. IEEE Trans. Instrum. Meas. Qian Li, Xingyao Wang, Hongxiang Gao, Rongjun Ge, Jianqing Li, Chengyu Liu
2024	—	`conf`	An Efficient Wrist Photoplethysmogram Quality Assessment Method Based on Wristwatches. IEEE SENSORS Yumin Li, Li Ling, Chao Chen, Zhijun Xiao, Chenxi Yang, Junjie Pan, Chaohong Liu, Huan Li, Yanan Zhou, Chenghao Sui, Jianqing Li, Chengyu Liu
2024	J	`jnl`	Continuous prediction and clinical alarm management of late-onset sepsis in preterm infants using vital signs from a patient monitor. Comput. Methods Programs Biomed. Meicheng Yang, Zheng Peng, Carola van Pul, Peter Andriessen, Kejun Dong, Demi Silvertand, Jianqing Li, Chengyu Liu, Xi Long
2024	J	`jnl`	Development and validation of a deep interpretable network for continuous acute kidney injury prediction in critically ill patients. Artif. Intell. Medicine Meicheng Yang, Songqiao Liu, Tong Hao, Caiyun Ma, Hui Chen, Yuwen Li, Changde Wu, Jianfeng Xie, Haibo Qiu, Jianqing Li, Yi Yang, Chengyu Liu
2024	J	`jnl`	Efficient Premature Ventricular Contraction Detection Based on Network Dynamics Features. IEEE Trans. Instrum. Meas. Yumin Shen, Zhipeng Cai, Li Zhang, Bor-Shyh Lin, Jianqing Li, Chengyu Liu
2024	J	`jnl`	Enhancing Electrocardiogram Identity Recognition Using Convolutional Neural Networks With a Multisimilarity Loss Model. IEEE Trans. Instrum. Meas. Yuguang Zhao, Lina Zhao, Zhijun Xiao, Jianqing Li, Chengyu Liu
2024	J	`jnl`	Exploiting Interference With an Intelligent Reflecting Surface to Enhance Data Transmission. IEEE Trans. Wirel. Commun. Zhao Li, Chengyu Liu, Lijuan Zhang, Kang G. Shin, Jia Liu, Zheng Yan, Riku Jäntti
2024	J	`jnl`	Graph Convolutional Network With Connectivity Uncertainty for EEG-Based Emotion Recognition. IEEE J. Biomed. Health Informatics Hongxiang Gao, Xingyao Wang, Zhenghua Chen, Min Wu, Zhipeng Cai, Lulu Zhao, Jianqing Li, Chengyu Liu
2024	J	`jnl`	Human Eye Activity Monitoring Using Continuous Wave Doppler Radar: A Feasibility Study. IEEE Trans. Biomed. Circuits Syst. Zhijun Xiao, Chenxi Yang, Yumin Li, Yantao Xing, Caiyun Ma, Yuwei Zhang, Xi Long, Jianqing Li, Chengyu Liu
2024	J	`jnl`	Hybrid Amplitude Ordinal Partition Networks for ECG Morphology Discrimination: An Application to PVC Recognition. IEEE Trans. Instrum. Meas. Zhipeng Cai, Caiyun Ma, Jianqing Li, Chengyu Liu
2024	—	`conf`	IRS Empowered Interference Utilization for Efficient Data Transmission. ICC Zhao Li, Chengyu Liu, Lijuan Zhang, Zheng Yan, Jia Liu, Riku Jäntti, Zhixian Chang
2024	J	`jnl`	Improving ECG signal quality assessment through swin-transformer-based generative adversarial network. Biomed. Signal Process. Control. Zhongyu Wang, Caiyun Ma, Shuo Zhang, Yuwen Li, Lina Zhao, Jianqing Li, Chengyu Liu
2024	A*	`conf`	Learning with Noisy Labels Using Hyperspherical Margin Weighting. AAAI Shuo Zhang, Yuwen Li, Zhongyu Wang, Jianqing Li, Chengyu Liu
2024	J	`jnl`	Online Co-Learning Strategy Based on Multibranch Multiscale Network for 12-Lead ECG Classification. IEEE Trans. Instrum. Meas. Shuze Han, Caiyun Ma, Zhongyu Wang, Yutong Hou, Jianqing Li, Chengyu Liu
2024	—	`conf`	Portable Noninvasive and Real-time Sympathetic Nerve Activity Measurement Device: Further Validation. CISP-BMEI Xiaohan Zang, Na Zhao, Yantao Xing, Lulu Zhao, Pufeng Wang, Chenglong Cai, Zhipeng Cai, Jianfeng Xie, Jianqing Li, Chengyu Liu
2024	J	`jnl`	Student Loss: Towards the Probability Assumption in Inaccurate Supervision. IEEE Trans. Pattern Anal. Mach. Intell. Shuo Zhang, Jianqing Li, Hamido Fujita, Yu-Wen Li, Deng-Bao Wang, Tingting Zhu, Min-Ling Zhang, Chengyu Liu
2023	J	`jnl`	A Causal Intervention Scheme for Semantic Segmentation of Quasi-Periodic Cardiovascular Signals. IEEE J. Biomed. Health Informatics Xingyao Wang, Yuwen Li, Hongxiang Gao, Xianghong Cheng, Jianqing Li, Chengyu Liu
2023	J	`jnl`	A Novel ECG-Derived Respiration Method Combining Frequency-Domain Feature and Interacting Multiple Model Smoother. IEEE Trans. Biomed. Eng. Kejun Dong, Li Zhao, Cairong Zou, Zhipeng Cai, Chang Yan, Yang Li, Jianqing Li, Chengyu Liu
2023	—	`conf`	A Temporal-Spectral Based Single-lead Electroencephalogram Feature Fusion Network may Provide Potential Clinical Biomarker for Cardiac Arrest. CinC Zhaoyang Cong, Minghui Zhao, Li Ling, Feifei Chen, Lukai Pang, Keming Cao, Jianqing Li, Chengyu Liu
2023	—	`conf`	AF automatic classification based on different time-delay values of the recurrence plot. EMBC Hua Zhang, Chengyu Liu, Fangfang Tang, Mingyan Li, Ling Xia, Stuart Crozier, Wenlong Xu, Feng Liu
2023	J	`jnl`	Acceleration of Bucket-Assisted Fast Sample Entropy for Biomedical Signal Analysis. IEEE Trans. Instrum. Meas. Chao Chen, Chengyu Liu, Jianqing Li, Bruno da Silva
2023	—	`conf`	AmBC-Aided Interference Sensing and Estimation. WF-IoT Lijuan Zhang, Zhao Li, Jia Liu, Chengyu Liu, Xiujuan Liang
2023	J	`jnl`	Atrial Fibrillation Monitoring Based on Noncontact Capacitive ECG Using an Integrated Microhumidity Fabric Electrode-Sheet Sensing Scheme. IEEE Trans. Instrum. Meas. Zhijun Xiao, Caiyun Ma, Yantao Xing, Chenxi Yang, Menglong Hao, Jianqing Li, Chengyu Liu
2023	J	`jnl`	AutoMLP: A Framework for the Acceleration of Multi-Layer Perceptron Models on FPGAs for Real-Time Atrial Fibrillation Disease Detection. IEEE Trans. Biomed. Circuits Syst. Chao Chen, Bruno da Silva, Chenxi Yang, Caiyun Ma, Jianqing Li, Chengyu Liu
2023	—	`conf`	Deep Learning-Based Signal Quality Assessment in Wearable ECG Monitoring. CinC Caiyun Ma, Zhongyu Wang, Lina Zhao, Xi Long, Rik Vullings, Ronald M. Aarts, Jianqing Li, Chengyu Liu
2023	J	`jnl`	Design of Smart Clothing With Automatic Cardiovascular Diseases Detection. IEEE Trans. Hum. Mach. Syst. Wei-Ting Chang, Bor-Shing Lin, Yung-Lin Chen, Heng-Yin Chen, Chengyu Liu, Yi-Ting Hwang, Bor-Shyh Lin
2023	J	`jnl`	ECG-CL: A Comprehensive Electrocardiogram Interpretation Method Based on Continual Learning. CoRR Hongxiang Gao, Xingyao Wang, Zhenghua Chen, Min Wu, Jianqing Li, Chengyu Liu
2023	J	`jnl`	ECG-CL: A Comprehensive Electrocardiogram Interpretation Method Based on Continual Learning. IEEE J. Biomed. Health Informatics Hongxiang Gao, Xingyao Wang, Zhenghua Chen, Min Wu, Jianqing Li, Chengyu Liu
2023	J	`jnl`	Enhanced bare-bones particle swarm optimization based evolving deep neural networks. Expert Syst. Appl. Li Zhang, Chee Peng Lim, Chengyu Liu
2023	J	`jnl`	Evaluation of skin sympathetic nervous activity for classification of intracerebral hemorrhage and outcome prediction. Comput. Biol. Medicine Yantao Xing, Hongyi Cheng, Chenxi Yang, Zhijun Xiao, Chang Yan, Feifei Chen, Jiayi Li, Yike Zhang, Chang Cui, Jianqing Li, Chengyu Liu
2023	J	`jnl`	Graph Convolutional Network with Connectivity Uncertainty for EEG-based Emotion Recognition. CoRR Hongxiang Gao, Xingyao Wang, Zhenghua Chen, Min Wu, Zhipeng Cai, Lulu Zhao, Jianqing Li, Chengyu Liu
2023	J	`jnl`	HRnV-Calc: A Software for Heart Rate n-Variability and Heart Rate Variability Analysis. J. Open Source Softw. Chenglin Niu, Dagang Guo, Marcus Eng Hock Ong, Zhixiong Koh, Guerry Alexiane Laure Marie-Alix, Andrew Fu Wah Ho, Zhiping Lin, Chengyu Liu, Gari D. Clifford, Nan Liu
2023	J	`jnl`	Label decoupling strategy for 12-lead ECG classification. Knowl. Based Syst. Shuo Zhang, Yuwen Li, Xingyao Wang, Hongxiang Gao, Jianqing Li, Chengyu Liu
2023	—	`conf`	Lightweight Arrhythmia Detection Based on Momentum Contrast Learning. CinC Zhongyu Wang, Caiyun Ma, Shuo Zhang, Yuwei Zhang, Jianqing Li, Chengyu Liu
2023	J	`jnl`	SSA-ICL: Multi-domain adaptive attention with intra-dataset continual learning for Facial expression recognition. Neural Networks Hongxiang Gao, Min Wu, Zhenghua Chen, Yuwen Li, Xingyao Wang, Shan An, Jianqing Li, Chengyu Liu
2023	J	`jnl`	Sleep Quality Evaluation Based on Single-Lead Wearable Cardiac Cycle Acquisition Device. Sensors Yang Li, Jianqing Li, Chang Yan, Kejun Dong, Zhiyu Kang, Hongxing Zhang, Chengyu Liu
2023	J	`jnl`	Sleep staging based on single-channel EEG and EOG with Tiny U-Net. Comput. Biol. Medicine Jingyi Lu, Chang Yan, Jianqing Li, Chengyu Liu
2022	J	`jnl`	A Causal Intervention Scheme for Semantic Segmentation of Quasi-periodic Cardiovascular Signals. CoRR Xingyao Wang, Yuwen Li, Hongxiang Gao, Xianghong Cheng, Jianqing Li, Chengyu Liu
2022	J	`jnl`	A Multistep Paroxysmal Atrial Fibrillation Scanning Strategy in Long-Term ECGs. IEEE Trans. Instrum. Meas. Caiyun Ma, Chengyu Liu, Xingyao Wang, Yuwen Li, Shoushui Wei, Bor-Shyh Lin, Jianqing Li
2022	—	`conf`	Acceleration of Fast Sample Entropy Towards Biomedical Applications on FPGAs. FPT Chao Chen, Bruno da Silva, Jianqing Li, Chengyu Liu
2022	—	`conf`	Adaptive Electrocardiogram Enhancement in Strong Noise Environment. CinC Qian Li, Xingyao Wang, Chenxi Yang, Jianqing Li, Chengyu Liu
2022	—	`conf`	Beat-wise Uncertainty Learning for Murmur Detection in Heart Sounds. CinC Xingyao Wang, Foli Fan, Hongxiang Gao, Shuo Zhang, Chenxi Yang, Jianqing Li, Chengyu Liu
2022	—	`conf`	Cardiopulmonary Analysis of Sleep Apnea Based on Weighted Limited Penetrable Visibility Graph. CinC Kejun Dong, Li Zhao, Cairong Zou, Jianqing Li, Chengyu Liu
2022	—	`conf`	Decision Tree-based Model for Signal Quality Scanning in Wearable ECG. CinC Caiyun Ma, Zhongyu Wang, Meicheng Yang, Jianqing Li, Chengyu Liu
2022	J	`jnl`	Deep Learning-Based Signal Quality Assessment for Wearable ECGs. IEEE Instrum. Meas. Mag. Xiangyu Zhang, Jianqing Li, Zhipeng Cai, Li Zhao, Chengyu Liu
2022	J	`jnl`	Design and evaluation of an autonomic nerve monitoring system based on skin sympathetic nerve activity. Biomed. Signal Process. Control. Yantao Xing, Yike Zhang, Chenxi Yang, Jianqing Li, Yuwen Li, Chang Cui, Jiayi Li, Hongyi Cheng, Yin Fang, Cheng Cai, Minglong Chen, Chengyu Liu
2022	J	`jnl`	Effect of Cotton Fabric Moisture Regain and Thickness on Signal Quality of Noncontact Capacitive Coupling ECG. IEEE Trans. Instrum. Meas. Zhijun Xiao, Yantao Xing, Yumin Li, Chenxi Yang, Jianqing Li, Chengyu Liu
2022	—	`conf`	Effect of Oxygen Concentration Reduction on Photoplethysmographic Waveform Characteristics. CinC Yang Li, Jianqing Li, Zhengtao Cao, Chengyu Liu
2022	J	`jnl`	Entropy Analysis of Heart Rate Variability in Different Sleep Stages. Entropy Chang Yan, Peng Li, Meicheng Yang, Yang Li, Jianqing Li, Hongxing Zhang, Chengyu Liu
2022	J	`jnl`	Evaluation of Fast Sample Entropy Algorithms on FPGAs: From Performance to Energy Efficiency. Entropy Chao Chen, Bruno da Silva, Ruiqi Chen, Shun Li, Jianqing Li, Chengyu Liu
2022	J	`jnl`	Framed Fidelity MAC: Losslessly packing multi-user transmissions in a virtual point-to-point framework. Comput. Networks Zhao Li, Bigui Zhang, Chengyu Liu, Zhixian Chang, Kang G. Shin, Zheng Yan
2022	—	`conf`	N2091S Mutation in L-type Calcium Channel Promotes Action Potential Alternans in M Cells of Human Ventricle: A Simulation Study. CinC Yumin Shen, Na Zhao, Zhipeng Cai, Chengyu Liu, Jianqing Li
2022	J	`jnl`	Non-Contact Electrocardiograms Acquisition Method Based on Capacitive Coupling. IEEE Instrum. Meas. Mag. Zhijun Xiao, Yantao Xing, Chenxi Yang, Jianqing Li, Chengyu Liu
2022	—	`conf`	Raising High-Risk Awareness in Hemodynamic Treatment with Reinforcement Learning for Septic Shock Patients. CinC Meicheng Yang, Runfa Li, Tong Hao, Caiyun Ma, Jianqing Li, Chengyu Liu
2022	J	`jnl`	Tensor approximate entropy: An entropy measure for sleep scoring. Knowl. Based Syst. Yuwen Li, Hamido Fujita, Jianqing Li, Chengyu Liu, Zhimin Zhang
2021	J	`jnl`	Action Recognition of Lower Limbs Based on Surface Electromyography Weighted Feature Method. Sensors Jiashuai Wang, Dianguo Cao, Jinqiang Wang, Chengyu Liu
2021	J	`jnl`	An Attention Based CNN-LSTM Approach for Sleep-Wake Detection With Heterogeneous Sensors. IEEE J. Biomed. Health Informatics Zhenghua Chen, Min Wu, Wei Cui, Chengyu Liu, Xiaoli Li
2021	—	`conf`	An atrial fibrillation detection system based on machine learning algorithm with mix-domain features and hardware acceleration EMBC Chao Chen, Caiyun Ma, Yantao Xing, Zinan Li, Hongxiang Gao, Xiangyu Zhang, Chenxi Yang, Chengyu Liu, Jianqin Li
2021	J	`jnl`	An integrated framework for evaluation on typical ECG-derived respiration waveform extraction and respiration. Comput. Biol. Medicine Kejun Dong, Li Zhao, Zhipeng Cai, Yuwen Li, Jianqing Li, Chengyu Liu
2021	—	`conf`	Analysis of Heart Rate Asymmetry During Sleep Stages. CECNet Chang Yan, Peng Li, Yang Li, Jianqing Li, Chengyu Liu
2021	J	`jnl`	Convolutional squeeze-and-excitation network for ECG arrhythmia detection. Artif. Intell. Medicine Rongjun Ge, Tengfei Shen, Ying Zhou, Chengyu Liu, Libo Zhang, Benqiang Yang, Ying Yan, Jean-Louis Coatrieux, Yang Chen
2021	A*	`conf`	Deep Balanced Learning for Long-tailed Facial Expressions Recognition. ICRA Hongxiang Gao, Shan An, Jianqing Li, Chengyu Liu
2021	J	`jnl`	Detecting Depression from Speech through an Attentive LSTM Network. IEICE Trans. Inf. Syst. Yan Zhao, Yue Xie, Ruiyu Liang, Li Zhang, Li Zhao, Chengyu Liu
2021	J	`jnl`	Determination of Parameters for an Entropy-Based Atrial Fibrillation Detector. Entropy Lina Zhao, Jianqing Li, Xiangkui Wan, Shoushui Wei, Chengyu Liu
2021	J	`jnl`	HRnV-Calc: A software package for heart rate n-variability and heart rate variability analysis. CoRR Chenglin Niu, Dagang Guo, Marcus Eng Hock Ong, Zhixiong Koh, Andrew Fu Wah Ho, Zhiping Lin, Chengyu Liu, Gari D. Clifford, Nan Liu
2021	J	`jnl`	Influence of Ectopic Beats on Heart Rate Variability Analysis. Entropy Lina Zhao, Peng Li, Jianqing Li, Chengyu Liu
2021	—	`conf`	Influence of Finger Movement on the Stability of the Oscillometric Pulse Waveform for Blood Pressure Measurement. CinC Jian Liu, Alan Murray, Jianqing Li, Chengyu Liu
2021	J	`jnl`	Integration of Results From Convolutional Neural Network in a Support Vector Machine for the Detection of Atrial Fibrillation. IEEE Trans. Instrum. Meas. Caiyun Ma, Shoushui Wei, Tongshuai Chen, Jingquan Zhong, Zhenhua Liu, Chengyu Liu
2021	J	`jnl`	Multi-Head Attention-Based Long Short-Term Memory for Depression Detection From Speech. Frontiers Neurorobotics Yan Zhao, Zhenlin Liang, Jing Du, Li Zhang, Chengyu Liu, Li Zhao
2021	J	`jnl`	Multi-Label Classification of Arrhythmia for Long-Term Electrocardiogram Signals With Feature Learning. IEEE Trans. Instrum. Meas. Yuwen Li, Zhimin Zhang, Fan Zhou, Yantao Xing, Jianqing Li, Chengyu Liu
2021	J	`jnl`	Over-fitting suppression training strategies for deep learning-based atrial fibrillation detection. Medical Biol. Eng. Comput. Xiangyu Zhang, Jianqing Li, Zhipeng Cai, Li Zhang, Zhenghua Chen, Chengyu Liu
2021	J	`jnl`	Temporal-Framing Adaptive Network for Heart Sound Segmentation Without Prior Knowledge of State Duration. IEEE Trans. Biomed. Eng. Xingyao Wang, Chengyu Liu, Yuwen Li, Xianghong Cheng, Jianqing Li, Gari D. Clifford
2020	B	`conf`	Active Stacking for Heart Rate Estimation. IJCNN Dongrui Wu, Chenfeng Guo, Feifei Liu, Chengyu Liu
2020	J	`jnl`	An Open-Access Long-Term Wearable ECG Database for Premature Ventricular Contractions and Supraventricular Premature Beat Detection. J. Medical Imaging Health Informatics Zhipeng Cai, Chengyu Liu, Hongxiang Gao, Xingyao Wang, Lina Zhao, Qin Shen, E. Y. K. Ng, Jianqing Li
2020	J	`jnl`	An Open-Access Long-Term Wearable ECG Database for Premature Ventricular Contractions and Supraventricular Premature Beat Detection. J. Medical Imaging Health Informatics Zhipeng Cai, Chengyu Liu, Hongxiang Gao, Xingyao Wang, Lina Zhao, Qin Shen, E. Y. K. Ng, Jianqing Li
2020	—	`conf`	Classification of 12-lead ECGs: the PhysioNet/Computing in Cardiology Challenge 2020. CinC Matthew A. Reyna, Erick Andres Perez-Alday, Annie Gu, Chengyu Liu, Salman Seyedi, Ali Bahrami Rad, Andoni Elola, Qiao Li, Ashish Sharma, Gari D. Clifford
2020	J	`jnl`	Effects of Mindful Breathing on Rapid Hypoxia Preacclimatization Training. J. Medical Imaging Health Informatics Yong Xue, Jun Yang, Yutao Feng, Yubin Zhou, Yufei Qin, Yang Li, Yuwen Li, Qiushi Ren, Chengyu Liu, Zhengtao Cao
2020	J	`jnl`	Improving Accuracy of Heart Failure Detection Using Data Refinement. Entropy Jinle Xiong, Xueyu Liang, Lina Zhao, Benny Lo, Jianqing Li, Chengyu Liu
2020	J	`jnl`	In-Hospital Mortality Prediction for Heart Failure Patients Using Electronic Health Records and an Improved Bagging Algorithm. J. Medical Imaging Health Informatics Binhua Wang, Xiao Ma, Yifei Wang, Wei Dong, Chengyu Liu, Yongyi Bai, Suyan Bian, Jun Ying, Xin Hu, Shanshan Wan, Wanguo Xue, Yaping Tian, Cheng Zhong, Yang Zhang, Kunlun He, Jiayue Li
2020	J	`jnl`	Remote health monitoring in the time of COVID-19. CoRR Joachim A. Behar, Chengyu Liu, Kenta Tsutsui, Valentina D. A. Corino, Janmajay Singh, Marco A. F. Pimentel, Walter Karlen, Philip Warrick, Sebastian Zaunseder, Fernando Andreotti, Maxim Osipov, Patrick E. McSharry, Kevin Kotzen, Chandan K. Karmakar, Gari D. Clifford
2020	J	`jnl`	Suppressing the Influence of Ectopic Beats by Applying a Physical Threshold-Based Sample Entropy. Entropy Lina Zhao, Jianqing Li, Jinle Xiong, Xueyu Liang, Chengyu Liu
2020	J	`jnl`	Temporal-Framing Adaptive Network for Heart Sound Segmentation without Prior Knowledge of State Duration. CoRR Xingyao Wang, Chengyu Liu, Yuwen Li, Xianghong Cheng, Jianqing Li, Gari D. Clifford
2019	—	`conf`	A Faster R CNN-Based Real-Time QRS Detector. CinC Hao Yang, Maolin Huang, Zhipeng Cai, Yingjia Yao, Chengyu Liu
2019	—	`conf`	A New Entropy-Based Heart Failure Detector. CinC Jinle Xiong, Xueyu Liang, Chengyu Liu
2019	J	`jnl`	A New Physically Meaningful Threshold of Sample Entropy for Detecting Cardiovascular Diseases. Entropy Jinle Xiong, Xueyu Liang, Tingting Zhu, Lina Zhao, Jianqing Li, Chengyu Liu
2019	J	`jnl`	Active Stacking for Heart Rate Estimation. CoRR Dongrui Wu, Feifei Liu, Chengyu Liu
2019	J	`jnl`	An Improved Sliding Window Area Method for Comput. Math. Methods Medicine Haixia Shang, Shoushui Wei, Feifei Liu, Dingwen Wei, Lei Chen, Chengyu Liu
2019	J	`jnl`	An Open-Access ECG Database for Algorithm Evaluation of QRS Detection and Heart Rate Estimation. J. Medical Imaging Health Informatics Hongxiang Gao, Chengyu Liu, Xingyao Wang, Lina Zhao, Qin Shen, E. Y. K. Ng, Jianqing Li
2019	—	`conf`	Anti-Interference Ability Analysis for Common Atrial Fibrillation Features. CinC Ying Li, Fan Zhou, Lina Zhao, Xiangyu Zhang, Jianqing Li, Chengyu Liu
2019	J	`jnl`	Classification of congestive heart failure with different New York Heart Association functional classes based on heart rate variability indices and machine learning. Expert Syst. J. Knowl. Eng. Zhaohui Qu, Qianwen Liu, Chengyu Liu
2019	J	`jnl`	Comparison of Photoplethysmographic Signal Features Between Healthy and Sleep Apnea Patients During Five Sleep Stages. J. Medical Imaging Health Informatics Xinge Jiang, Shoushui Wei, Shouqin Zhang, Lina Zhao, Feifei Liu, Hong Tang, Zhiqiang He, Chengyu Liu
2019	J	`jnl`	Continuous-Valued Annotations Aggregation for Heart Rate Detection. IEEE Access Yuting Xie, Jianqing Li, Tingting Zhu, Chengyu Liu
2019	J	`jnl`	Design of Novel Field Programmable Gate Array-Based Hearing Aid. IEEE Access Bor-Shing Lin, Po-Yu Yang, Ching-Feng Liu, Yi-Chia Huang, Chengyu Liu, Bor-Shyh Lin
2019	J	`jnl`	Development of Novel Hearing Aids by Using Image Recognition Technology. IEEE J. Biomed. Health Informatics Bor-Shing Lin, Ching-Feng Liu, Chih-Jen Cheng, Jhi-Joung Wang, Chengyu Liu, Jianqing Li, Bor-Shyh Lin
2019	J	`jnl`	Effects of Inferior Myocardial Infarction Sizes and Sites on Simulated Electrocardiograms Based on a Torso-Heart Model. IEEE Access Zhipeng Cai, Jianqing Li, Kan Luo, Bor-Shyh Lin, Zhigang Wang, Xiangyu Zhang, Chengyu Liu
2019	J	`jnl`	Electrocardiogram Reconstruction Based on Compressed Sensing. IEEE Access Zhimin Zhang, Xinwen Liu, Shoushui Wei, Hongping Gan, Feifei Liu, Yuwen Li, Chengyu Liu, Feng Liu
2019	J	`jnl`	Electrocardiogram of a Silver Nanowire Based Dry Electrode: Quantitative Comparison With the Standard Ag/AgCl Gel Electrode. IEEE Access Qin Qin, Jianqing Li, Shanshan Yao, Chengyu Liu, He Huang, Yong Zhu
2019	J	`jnl`	Enhancing Detection Accuracy for Clinical Heart Failure Utilizing Pulse Transit Time Variability and Machine Learning. IEEE Access Lina Zhao, Chengyu Liu, Shoushui Wei, Changchun Liu, Jianqing Li
2019	—	`conf`	How Accurate are ECG Parameters from Wearable Single-lead ECG System for 24-hours Monitoring. CinC Zhipeng Cai, Jianqing Li, Xiangyu Zhang, Qin Shen, Alan Murray, Chengyu Liu
2019	J	`jnl`	IFFLC: An Integrated Framework of Feature Learning and Classification for Multiple Diagnosis Codes Assignment. IEEE Access Yuwen Li, Weitong Chen, Deyin Liu, Zhimin Zhang, Shunxiang Wu, Chengyu Liu
2019	J	`jnl`	Improving K-means clustering with enhanced Firefly Algorithms. Appl. Soft Comput. Hailun Xie, Li Zhang, Chee Peng Lim, Yonghong Yu, Chengyu Liu, Han Liu, Julie Walters
2019	J	`jnl`	Multiple Time Scales Analysis for Identifying Congestive Heart Failure Based on Heart Rate Variability. IEEE Access Baiyang Hu, Shoushui Wei, Dingwen Wei, Lina Zhao, Guohun Zhu, Chengyu Liu
2019	J	`jnl`	Noise Rejection for Wearable ECGs Using Modified Frequency Slice Wavelet Transform and Convolutional Neural Networks. IEEE Access Zhongyao Zhao, Chengyu Liu, Yaowei Li, Yixuan Li, Jingyu Wang, Bor-Shyh Lin, Jianqing Li
2019	—	`conf`	PVC Recognition for Wearable ECGs Using Modified Frequency Slice Wavelet Transform and Convolutional Neural Network. CinC Zhongyao Zhao, Xingyao Wang, Zhipeng Cai, Jianqing Li, Chengyu Liu
2019	C	`conf`	Robust Feature Selection Based on Fuzzy Rough Sets with Representative Sample. ADMA Zhimin Zhang, Weitong Chen, Chengyu Liu, Yun Kang, Feng Liu, Yuwen Li, Shoushui Wei
2019	J	`jnl`	Short-term QT interval variability in patients with coronary artery disease and congestive heart failure: a comparison with healthy control subjects. Medical Biol. Eng. Comput. Yang Li, Peng Li, Xinpei Wang, Chandan K. Karmakar, Changchun Liu, Chengyu Liu
2019	J	`jnl`	Signal Quality Assessment and Lightweight QRS Detection for Wearable ECG SmartVest System. IEEE Internet Things J. Chengyu Liu, Xiangyu Zhang, Lina Zhao, Feifei Liu, Xingwen Chen, Yingjia Yao, Jianqing Li
2019	—	`conf`	Variability in Blood Pressure Measurements from Recorded Auscultation Sounds. CinC Alan Murray, Dingchang Zheng, Chengyu Liu, David Graham, Jeffrey A. Neasham, Adrian Cossor, Clive Griffiths
2018	J	`jnl`	A New Entropy-Based Atrial Fibrillation Detection Method for Scanning Wearable ECG Recordings. Entropy Lina Zhao, Chengyu Liu, Shoushui Wei, Qin Shen, Fan Zhou, Jianqing Li
2018	J	`jnl`	A scattering and repulsive swarm intelligence algorithm for solving global optimization problems. Knowl. Based Syst. Diptangshu Pandit, Li Zhang, Samiran Chattopadhyay, Chee Peng Lim, Chengyu Liu
2018	J	`jnl`	Application of Permutation Entropy and Permutation Min-Entropy in Multiple Emotional States Analysis of RRI Time Series. Entropy Yirong Xia, Licai Yang, Luciano Zunino, Hongyu Shi, Yuan Zhuang, Chengyu Liu
2018	J	`jnl`	Combining Convolutional Neural Network and Distance Distribution Matrix for Identification of Congestive Heart Failure. IEEE Access Yaowei Li, Yao Zhang, Lina Zhao, Yang Zhang, Chengyu Liu, Li Zhang, Liuxin Zhang, Zhensheng Li, Binhua Wang, Eyk Ng, Jianqing Li, Zhiqiang He
2018	J	`jnl`	Comparison of time-domain, frequency-domain and non-linear analysis for distinguishing congestive heart failure patients from normal sinus rhythm subjects. Biomed. Signal Process. Control. Yan Wang, Shoushui Wei, Shuai Zhang, Yatao Zhang, Lina Zhao, Chengyu Liu, Alan Murray
2018	J	`jnl`	Complexity Analysis of Physiological Time Series Using a Novel Permutation-Ratio Entropy. IEEE Access Yatao Zhang, Chengyu Liu, Shoushui Wei, Yungang Liu, Hai Liu
2018	J	`jnl`	Dynamic ECG Signal Quality Evaluation Based on the Generalized bSQI Index. IEEE Access Feifei Liu, Chengyu Liu, Lina Zhao, Xinge Jiang, Zhimin Zhang, Jianqing Li, Shoushui Wei, Yuan Zhang
2018	C	`conf`	Improving the Quality of Point of Care Diagnostics with Real-Time Machine Learning in Low Literacy LMIC Settings. COMPASS Camilo E. Valderrama, Faezeh Marzbanrad, Lisa Stroux, Boris Martinez, Rachel Hall-Clifford, Chengyu Liu, Nasim Katebi, Peter Rohloff, Gari D. Clifford
2018	J	`jnl`	Relationship between carotid artery sclerosis and blood pressure variability in essential hypertension patients. Comput. Biol. Medicine Xianglin Chi, Min Li, Xia Zhan, Honghao Man, Shunliang Xu, Dingchang Zheng, Jianzhong Bi, Yingcui Wang, Chengyu Liu
2017	J	`jnl`	A lightweight QRS detector for single lead ECG signals using a max-min difference algorithm. Comput. Methods Programs Biomed. Diptangshu Pandit, Li Zhang, Chengyu Liu, Samiran Chattopadhyay, Nauman Aslam, Chee Peng Lim
2017	—	`conf`	AF Classification from a Short Single Lead ECG Recording: the Physionet Computing in Cardiology Challenge 2017. CinC Gari D. Clifford, Chengyu Liu, Benjamin Moody, Li-Wei H. Lehman, Ikaro Silva, Qiao Li, Alistair E. W. Johnson, Roger G. Mark
2017	—	`conf`	Changes of Permutation Pattern Entropy and Ordinal Pattern Entropy During Three Emotion States: Natural, Happiness and Sadness. CinC Yirong Xia, Licai Yang, Hongyu Shi, Yuan Zhuang, Chengyu Liu
2017	—	`conf`	Combining Multi-source Features and Support Vector Machine for Heart Rhythm Classification. CinC Chengyu Liu, Qiao Li, Pradyumna B. Suresha, Gari D. Clifford
2017	—	`conf`	Coupling Analysis for Systolic, Diastolic and RR Interval Time Series Using Multivariable Fuzzy Measure Entropy. CinC Lina Zhao, Shoushui Wei, Hong Tang, Chengyu Liu
2017	J	`jnl`	Multiscale Entropy Analysis of the Differential RR Interval Time Series Signal and Its Application in Detecting Congestive Heart Failure. Entropy Chengyu Liu, Rui Gao
2017	J	`jnl`	Variation of the Korotkoff Stethoscope Sounds During Blood Pressure Measurement: Analysis Using a Convolutional Neural Network. IEEE J. Biomed. Health Informatics Fan Pan, Peiyu He, Chengyu Liu, Taiyong Li, Alan Murray, Dingchang Zheng
2016	J	`jnl`	A novel encoding Lempel-Ziv complexity algorithm for quantifying the irregularity of physiological time series. Comput. Methods Programs Biomed. Yatao Zhang, Shoushui Wei, Hai Liu, Lina Zhao, Chengyu Liu
2016	—	`conf`	A signal quality assessment method for mobile ECG using multiple features and fuzzy support vector machine. ICNC-FSKD Yatao Zhang, Shoushui Wei, Li Zhang, Chengyu Liu
2016	—	`conf`	Changes in Amplitude Characteristics of Heart Sound Signals during External-cuff-inflation Procedure: A Pilot Study. CinC Xinpei Wang, Yuanyang Li, Chengyu Liu, Changchun Liu, Lizhen Ji, Haibin Zeng
2016	—	`conf`	Classification of Normal/Abnormal Heart Sound Recordings: the PhysioNet/Computing in Cardiology Challenge 2016. CinC Gari D. Clifford, Chengyu Liu, David B. Springer, Benjamin Moody, Qiao Li, Ricardo C. Abad, José Millet, Ikaro Silva, Alistair E. W. Johnson, Roger G. Mark
2016	—	`conf`	Comparison of Four Recovery Algorithms Used in Compressed Sensing for ECG Signal Processing. CinC Zhimin Zhang, Shoushui Wei, Dingwen Wei, Liping Li, Feng Liu, Chengyu Liu
2016	J	`jnl`	Detection of Coupling in Short Physiological Series by a Joint Distribution Entropy Method. IEEE Trans. Biomed. Eng. Peng Li, Ke Li, Chengyu Liu, Dingchang Zheng, Zong-Ming Li, Changchun Liu
2016	J	`jnl`	Effect of a Percutaneous Coronary Intervention Procedure on Heart Rate Variability and Pulse Transit Time Variability: A Comparison Study Based on Fuzzy Measure Entropy. Entropy Guang Zhang, Chengyu Liu, Lizhen Ji, Jing Yang, Changchun Liu
2016	—	`conf`	Evaluation of the Accuracy and Noise Response of an Open-source Pulse Onset Detection Algorithm on Pulsatile Waveform Databases. CinC Chengyu Liu, Qiao Li, Gari D. Clifford
2016	J	`jnl`	Measuring Electromechanical Coupling in Patients with Coronary Artery Disease and Healthy Subjects. Entropy Lizhen Ji, Peng Li, Chengyu Liu, Xinpei Wang, Jing Yang, Changchun Liu
2016	J	`jnl`	Multivariable Fuzzy Measure Entropy Analysis for Heart Rate Variability and Heart Sound Amplitude Variability. Entropy Lina Zhao, Shoushui Wei, Hong Tang, Chengyu Liu
2015	—	`conf`	Analysing Effect of Heart Rate and Age on Radial Artery Pressure Derived Systolic and Diastolic Durations in Healthy Adults. CinC Peng Li, Chandan K. Karmakar, Chengyu Liu, Changchun Liu
2015	J	`jnl`	Assessing the complexity of short-term heartbeat interval series by distribution entropy. Medical Biol. Eng. Comput. Peng Li, Chengyu Liu, Ke Li, Dingchang Zheng, Changchun Liu, Yinglong Hou
2015	—	`conf`	Comparison of Repeatability of Blood Pressure Measurements between Oscillometric and Auscultatory Methods. CinC Chengyu Liu, Dingchang Zheng, Clive Griffiths, Alan Murray
2015	J	`jnl`	Determination of Sample Entropy and Fuzzy Measure Entropy Parameters for Distinguishing Congestive Heart Failure from Normal Sinus Rhythm Subjects. Entropy Lina Zhao, Shoushui Wei, Chengqiu Zhang, Yatao Zhang, Xinge Jiang, Feng Liu, Chengyu Liu
2015	J	`jnl`	Measuring synchronization in coupled simulation and coupled cardiovascular time series: A comparison of different cross entropy measures. Biomed. Signal Process. Control. Chengyu Liu, Chengqiu Zhang, Li Zhang, Lina Zhao, Changchun Liu, Hongjun Wang
2015	—	`conf`	Need for Re-validation of Automated Blood Pressure Devices for Use in Unstable Conditions. CinC Dingchang Zheng, Chengyu Liu, John N. Amoore, Stephan Mieke, Alan Murray
2015	J	`jnl`	Performance Analysis of Multiscale Entropy for the Assessment of ECG Signal Quality. J. Electr. Comput. Eng. Yatao Zhang, Shoushui Wei, Yutao Long, Chengyu Liu
2015	—	`conf`	Reduction of False Alarms in Intensive Care Unit using Multi-feature Fusion Method. CinC Chengyu Liu, Lina Zhao, Hong Tang
2014	J	`jnl`	A low-complexity data-adaptive approach for premature ventricular contraction recognition. Signal Image Video Process. Peng Li, Chengyu Liu, Xinpei Wang, Dingchang Zheng, Yuanyang Li, Changchun Liu
2014	—	`conf`	Analysis of Cardiovascular Time Series using Multivariate Sample Entropy: A Comparison between Normal and Congestive Heart Failure Subjects. CinC Chengyu Liu, Dingchang Zheng, Lina Zhao, Peng Li, Changchun Liu, Alan Murray
2014	—	`conf`	Coupling between Short-Term Heart Rate and Diastolic Period is Reduced in Heart Failure Patients as Indicated by Multivariate Entropy Analysis. CinC Peng Li, Lizhen Ji, Chang Yan, Ke Li, Chengyu Liu, Changchun Liu
2014	J	`jnl`	ECG quality assessment based on a kernel support vector machine and genetic algorithm with a feature matrix. J. Zhejiang Univ. Sci. C Yatao Zhang, Chengyu Liu, Shoushui Wei, Chang-zhi Wei, Feifei Liu
2014	—	`conf`	Oscillometric Waveform Difference between Cuff Inflation and Deflation during Blood Pressure Measurement. CinC Chengyu Liu, Dingchang Zheng, Clive Griffiths, Alan Murray
2014	—	`conf`	Validation of a Blood Pressure Simulator that Regenerates Oscillometric Cuff Pressure Waveforms. CinC Dingchang Zheng, Chengyu Liu, John N. Amoore, Stephan Mieke, Alan Murray
2013	—	`conf`	Age Related Changes in Variability of Short-Term Heart Rate and Diastolic Period. CinC Peng Li, Chengyu Liu, Xin Sun, Yongai Ren, Chang Yan, Zhonghan Yu, Changchun Liu
2013	J	`jnl`	Analysis of heart rate variability using fuzzy measure entropy. Comput. Biol. Medicine Chengyu Liu, Ke Li, Lina Zhao, Feng Liu, Dingchang Zheng, Changchun Liu, Shutang Liu
2013	J	`jnl`	Erratum to: Testing pattern synchronization in coupled systems through different entropy-based measures. Medical Biol. Eng. Comput. Peng Li, Chengyu Liu, Xinpei Wang, Liping Li, Lei Yang, Yongcai Chen, Changchun Liu
2013	—	`conf`	Is Cross-sample Entropy a Valid Measure of Synchronization between the Sequences of RR Interval and Pulse Transit Time? CinC Chengyu Liu, Dingchang Zheng, Peng Li, Lina Zhao, Changchun Liu, Alan Murray
2013	J	`jnl`	Modeling carotid and radial artery pulse pressure waveforms by curve fitting with Gaussian functions. Biomed. Signal Process. Control. Chengyu Liu, Dingchang Zheng, Alan Murray, Changchun Liu
2013	—	`conf`	Systematic Methods for Fetal Electrocardiographic Analysis: Determing the Fetal Heart Rate, RR Interval and QT Interval. CinC Chengyu Liu, Peng Li
2013	J	`jnl`	Testing pattern synchronization in coupled systems through different entropy-based measures. Medical Biol. Eng. Comput. Peng Li, Chengyu Liu, Xinpei Wang, Liping Li, Lei Yang, Yongcai Chen, Changchun Liu
2011	—	`conf`	Automatic detection of atrial fibrillation using R-R interval signal. BMEI Xiuhua Ruan, Changchun Liu, Chengyu Liu, Xinpei Wang, Peng Li
2009	—	`conf`	Physiological Signal Variability Analysis Based on the Largest Lyapunov Exponent. BMEI Liping Li, Changchun Liu, Chengyu Liu, Qingguang Zhang, Bin Li