Ye Li

Orcid: 0000-0002-5351-8546

Affiliations:
  • Chinese Academy of Sciences, Shenzhen Institutes of Advanced Technology, Key Laboratory for Health Informatics, China
  • Arizona State University, Tempe, AZ, USA (PhD 2006)


According to our database1, Ye Li authored at least 132 papers between 2009 and 2024.

Collaborative distances:

Timeline

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Bibliography

2024
Semi-supervised Multi-view Clustering based on NMF with Fusion Regularization.
ACM Trans. Knowl. Discov. Data, July, 2024

HGCTNet: Handcrafted Feature-Guided CNN and Transformer Network for Wearable Cuffless Blood Pressure Measurement.
IEEE J. Biomed. Health Informatics, July, 2024

A UWB-Radar-Based Adaptive Method for In-Home Monitoring of Elderly.
IEEE Internet Things J., February, 2024

HybAVPnet: A Novel Hybrid Network Architecture for Antiviral Peptides Prediction.
IEEE ACM Trans. Comput. Biol. Bioinform., 2024

Mamba-Enhanced Text-Audio-Video Alignment Network for Emotion Recognition in Conversations.
CoRR, 2024

Causality-inspired Latent Feature Augmentation for Single Domain Generalization.
CoRR, 2024

MoZIP: A Multilingual Benchmark to Evaluate Large Language Models in Intellectual Property.
CoRR, 2024

Autism spectrum disorder diagnosis with EEG signals using time series maps of brain functional connectivity and a combined CNN-LSTM model.
Comput. Methods Programs Biomed., 2024

Discriminatively Constrained Semi-Supervised Multi-View Nonnegative Matrix Factorization with Graph Regularization.
Big Data Min. Anal., 2024

Early Prediction of SGA-LGA Fetus at the First Trimester Ending Through Weighted Voting Ensemble Learning Approach.
Proceedings of the Bioinformatics Research and Applications - 20th International Symposium, 2024

A Multi-scale Attention Network for Sleep Arousal Detection with Single-Channel ECG.
Proceedings of the Bioinformatics Research and Applications - 20th International Symposium, 2024

Large Language Models for Cuffless Blood Pressure Measurement From Wearable Biosignals.
Proceedings of the 15th ACM International Conference on Bioinformatics, 2024

SVMPT: A Hybrid Approach to Sparse and Irregular Clinical Data Learning with Selective Variable-wise Message Passing and Transformer.
Proceedings of the 15th ACM International Conference on Bioinformatics, 2024

2023
Cuffless Blood Pressure Measurement Using Smartwatches: A Large-Scale Validation Study.
IEEE J. Biomed. Health Informatics, September, 2023

Correction to: Green and friendly media transmission algorithms for wireless body sensor networks.
Multim. Tools Appl., September, 2023

Incomplete Multiview Clustering Using Normalizing Alignment Strategy With Graph Regularization.
IEEE Trans. Knowl. Data Eng., August, 2023

A convolution neural network approach for fall detection based on adaptive channel selection of UWB radar signals.
Neural Comput. Appl., August, 2023

A review of security issues and solutions for precision health in Internet-of-Medical-Things systems.
Secur. Saf., 2023

TCSA: A Text-Guided Cross-View Medical Semantic Alignment Framework for Adaptive Multi-view Visual Representation Learning.
Proceedings of the Bioinformatics Research and Applications - 19th International Symposium, 2023

A Contactless Sensing Method for Social Activity Recognition.
Proceedings of the 20th IEEE International Conference on Smart Technologies, 2023

A Dual-Scale Convolutional Neural Network for Sleep Apnea Detection with Time-Delayed SpO2 Signals.
Proceedings of the 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2023

2022
Focus, Fusion, and Rectify: Context-Aware Learning for COVID-19 Lung Infection Segmentation.
IEEE Trans. Neural Networks Learn. Syst., 2022

Non-Contact Heartbeat Detection Based on Ballistocardiogram Using UNet and Bidirectional Long Short-Term Memory.
IEEE J. Biomed. Health Informatics, 2022

Transmit Beamforming for Ambient Backscatter Communication Enabled Wireless Body Area Network in Multiuser MISO System.
IEEE Trans. Cogn. Commun. Netw., 2022

Deep Multi-Branch Two-Stage Regression Network for Accurate Energy Expenditure Estimation With ECG and IMU Data.
IEEE Trans. Biomed. Eng., 2022

Heart Rate Variability-Based Subjective Physical Fatigue Assessment.
Sensors, 2022

Boundary-aware context neural network for medical image segmentation.
Medical Image Anal., 2022

Toward sleep apnea detection with lightweight multi-scaled fusion network.
Knowl. Based Syst., 2022

Nonredundancy regularization based nonnegative matrix factorization with manifold learning for multiview data representation.
Inf. Fusion, 2022

Cascaded context enhancement network for automatic skin lesion segmentation.
Expert Syst. Appl., 2022

An accurate and explainable ensemble learning method for carotid plaque prediction in an asymptomatic population.
Comput. Methods Programs Biomed., 2022

Redundancy-Free Message Passing for Graph Neural Networks.
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

A Deep Reinforcement Learning Based Approach for Intelligent Reconfigurable Surface Elements Selection.
Proceedings of the IEEE Intl. Conf. on Dependable, 2022

Wearable IMU Based Gait Quality Quantitative Evaluation Method.
Proceedings of the IEEE Intl. Conf. on Dependable, 2022

2021
A Short-Term Prediction Model at the Early Stage of the COVID-19 Pandemic Based on Multisource Urban Data.
IEEE Trans. Comput. Soc. Syst., 2021

A Lightweight Attention-Based CNN Model for Efficient Gait Recognition with Wearable IMU Sensors.
Sensors, 2021

An Adaptive Weight Learning-Based Multitask Deep Network for Continuous Blood Pressure Estimation Using Electrocardiogram Signals.
Sensors, 2021

KDV-Explorer: A Near Real-Time Kernel Density Visualization System for Spatial Analysis.
Proc. VLDB Endow., 2021

Accelerometer-Based Key Generation and Distribution Method for Wearable IoT Devices.
IEEE Internet Things J., 2021

A Noncontact Ballistocardiography-Based IoMT System for Cardiopulmonary Health Monitoring of Discharged COVID-19 Patients.
IEEE Internet Things J., 2021

Identification of Latent Risk Clinical Attributes for Children Born Under IUGR Condition Using Machine Learning Techniques.
Comput. Methods Programs Biomed., 2021

Improving influenza surveillance based on multi-granularity deep spatiotemporal neural network.
Comput. Biol. Medicine, 2021

Risk Prediction of Renal Failure for Chronic Disease Population Based on Electronic Health Record Big Data.
Big Data Res., 2021

A Multi-sensor based Method for Self-isolated Patient Monitoring.
Proceedings of the 29th Mediterranean Conference on Control and Automation, 2021

Traffic simulation and impact analysis for alternative mobility services in the city of Shenzhen.
Proceedings of the Ninth International Conference on Advanced Cloud and Big Data, 2021

A UWB Radar-based Approach of Detecting Vital Signals.
Proceedings of the 17th IEEE International Conference on Wearable and Implantable Body Sensor Networks, 2021

SE-MSCNN: A Lightweight Multi-scaled Fusion Network for Sleep Apnea Detection Using Single-Lead ECG Signals.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2021

2020
Deep Multi-Scale Fusion Neural Network for Multi-Class Arrhythmia Detection.
IEEE J. Biomed. Health Informatics, 2020

Multi-Sensor Fusion Approach for Cuff-Less Blood Pressure Measurement.
IEEE J. Biomed. Health Informatics, 2020

Editorial Special Issue on "AI-Driven Informatics, Sensing, Imaging and Big Data Analytics for Fighting the COVID-19 Pandemic".
IEEE J. Biomed. Health Informatics, 2020

When Deep Reinforcement Learning Meets 5G-Enabled Vehicular Networks: A Distributed Offloading Framework for Traffic Big Data.
IEEE Trans. Ind. Informatics, 2020

Personalized Hemodynamic Modeling of the Human Cardiovascular System: A Reduced-Order Computing Model.
IEEE Trans. Biomed. Eng., 2020

A novel hybrid network of fusing rhythmic and morphological features for atrial fibrillation detection on mobile ECG signals.
Neural Comput. Appl., 2020

Multi-class Arrhythmia detection from 12-lead varied-length ECG using Attention-based Time-Incremental Convolutional Neural Network.
Inf. Fusion, 2020

Gait-based identification for elderly users in wearable healthcare systems.
Inf. Fusion, 2020

Multi-user activity recognition: Challenges and opportunities.
Inf. Fusion, 2020

Discriminatively Constrained Semi-supervised Multi-view Nonnegative Matrix Factorization with Graph Regularization.
CoRR, 2020

Cascaded Context Enhancement for Automated Skin Lesion Segmentation.
CoRR, 2020

Continuous blood pressure measurement from one-channel electrocardiogram signal using deep-learning techniques.
Artif. Intell. Medicine, 2020

Throughput Improvement in Backscatter-based Wireless Body Area Network.
Proceedings of the IEEE International Conference on Human-Machine Systems, 2020

A Spatial Attention based Convolutional Neural Network for Gesture recognition with HD-sEMG signals.
Proceedings of the 22nd IEEE International Conference on E-health Networking, 2020

A Semi-supervised Approach for Early Identifying the Abnormal Carotid Arteries Using a Modified Variational Autoencoder.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2020

2019
Accelerometer-Based Speed-Adaptive Gait Authentication Method for Wearable IoT Devices.
IEEE Internet Things J., 2019

Multi-class Arrhythmia Detection based on Neural Network with Multi-stage Features Fusion.
Proceedings of the 2019 IEEE International Conference on Systems, Man and Cybernetics, 2019

Cuff-less and Calibration-free Blood Pressure Estimation Using Convolutional Autoencoder with Unsupervised Feature Extraction.
Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019

Cuff-less Blood Pressure Measurement Based on Deep Convolutional Neural Network.
Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019

Group Walking Recognition Based on Smartphone Sensors.
Proceedings of the Body Area Networks. Smart IoT and Big Data for Intelligent Health Management, 2019

2018
Gait-Cycle-Driven Transmission Power Control Scheme for a Wireless Body Area Network.
IEEE J. Biomed. Health Informatics, 2018

Multiscaled Fusion of Deep Convolutional Neural Networks for Screening Atrial Fibrillation From Single Lead Short ECG Recordings.
IEEE J. Biomed. Health Informatics, 2018

Cuffless Blood Pressure Estimation Using Pressure Pulse Wave Signals.
Sensors, 2018

Predictive Modeling of Hospital Mortality for Patients With Heart Failure by Using an Improved Random Survival Forest.
IEEE Access, 2018

A Multiscale Autoregressive Model-Based Electrocardiogram Identification Method.
IEEE Access, 2018

Accelerometer-Based Gait Recognition Using PCA & LDA Algorithms.
Proceedings of the 23rd IEEE International Conference on Digital Signal Processing, 2018

Continuous Top-k Monitoring on Document Streams (Extended Abstract).
Proceedings of the 34th IEEE International Conference on Data Engineering, 2018

An efficient automatic electrocardiogram analysis method using smartphones.
Proceedings of the IEEE International Conference on Consumer Electronics, 2018

A Deep Residual Network Integrating Spatial-temporal Properties to Predict Influenza Trends at an Intra-urban Scale.
Proceedings of the 2nd ACM SIGSPATIAL International Workshop on AI for Geographic Knowledge Discovery, 2018

A Distributed Storage Model for Healthcare Big Data Designed on HBase.
Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018

Predictive Value of Prothrombin Time for All-cause Mortality in Acute Myocardial Infarction Patients<sup>*</sup>.
Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018

Eigendecomposition-based Interference Suppression for Ultra-Wideband Impulse Radio Life Detection.
Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018

Sparse Weighted Naive Bayes Classifier for Efficient Classification of Categorical Data.
Proceedings of the Third IEEE International Conference on Data Science in Cyberspace, 2018

Time-Incremental Convolutional Neural Network for Arrhythmia Detection in Varied-Length Electrocardiogram.
Proceedings of the 2018 IEEE 16th Intl Conf on Dependable, 2018

2017
Continuous Top-k Monitoring on Document Streams.
IEEE Trans. Knowl. Data Eng., 2017

A Novel Continuous Blood Pressure Estimation Approach Based on Data Mining Techniques.
IEEE J. Biomed. Health Informatics, 2017

An Experimental Study on Hub Labeling based Shortest Path Algorithms.
Proc. VLDB Endow., 2017

Green and friendly media transmission algorithms for wireless body sensor networks.
Multim. Tools Appl., 2017

An Assisted Diagnosis System for Detection of Early Pulmonary Nodule in Computed Tomography Images.
J. Medical Syst., 2017

Battery-friendly scheduling policy in MAC layer for WBAN data packets transmission.
IET Commun., 2017

A wearable H-shirt for exercise ECG monitoring and individual lactate threshold computing.
Comput. Ind., 2017

Toward Automated Analysis of Electrocardiogram Big Data by Graphics Processing Unit for Mobile Health Application.
IEEE Access, 2017

3-year risk prediction of Coronary Heart Disease in hypertension patients: A preliminary study.
Proceedings of the 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017

2016
Continuous Blood Pressure Measurement From Invasive to Unobtrusive: Celebration of 200th Birth Anniversary of Carl Ludwig.
IEEE J. Biomed. Health Informatics, 2016

An Accelerometer-Assisted Transmission Power Control Solution for Energy-Efficient Communications in WBAN.
IEEE J. Sel. Areas Commun., 2016

QRS residual removal in atrial activity signals extracted from single lead: a new perspective based on signal extrapolation.
IET Signal Process., 2016

Energy-efficient adaptive transmission power control for wireless body area networks.
IET Commun., 2016

Multidimensional Similarity Join Using MapReduce.
Proceedings of the Web-Age Information Management - 17th International Conference, 2016

A Novel Indicator for Cuff-Less Blood Pressure Estimation Based on Photoplethysmography.
Proceedings of the Health Information Science - 5th International Conference, 2016

2015
A Wearable Context-Aware ECG Monitoring System Integrated with Built-in Kinematic Sensors of the Smartphone.
Sensors, 2015

A Topic-based Reviewer Assignment System.
Proc. VLDB Endow., 2015

Risk Prediction of One-Year Mortality in Patients with Cardiac Arrhythmias Using Random Survival Forest.
Comput. Math. Methods Medicine, 2015

Oversampling Method for Imbalanced Classification.
Comput. Informatics, 2015

Motion aware transmission power control scheme in wireless body area network.
Proceedings of the 2015 IEEE Workshop on Signal Processing Systems, 2015

A multi-feature based morphological algorithm for ST shape classification.
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015

A prototype of healthcare big data processing system based on Spark.
Proceedings of the 8th International Conference on Biomedical Engineering and Informatics, 2015

2014
Channel-optimized scalar quantizers with erasure correcting codes.
EURASIP J. Wirel. Commun. Netw., 2014

Exploring human mobility with multi-source data at extremely large metropolitan scales.
Proceedings of the 20th Annual International Conference on Mobile Computing and Networking, 2014

Traffic condition matrix estimation via weighted Spatio-Temporal Compressive Sensing for unevenly-distributed and unreliable GPS data.
Proceedings of the 17th International IEEE Conference on Intelligent Transportation Systems, 2014

An Analysis on Risk Factors of Chronics Diseases Based on GRI.
Proceedings of the Health Information Science - Third International Conference, 2014

2013
Toward Ubiquitous Healthcare Services With a Novel Efficient Cloud Platform.
IEEE Trans. Biomed. Eng., 2013

Physical Activity Recognition Utilizing the Built-In Kinematic Sensors of a Smartphone.
Int. J. Distributed Sens. Networks, 2013

Biometric key distribution solution with energy distribution information of physiological signals for body sensor network security.
IET Inf. Secur., 2013

Atrial activity extraction from single lead ECG recordings: Evaluation of two novel methods.
Comput. Biol. Medicine, 2013

coRide: carpool service with a win-win fare model for large-scale taxicab networks.
Proceedings of the 11th ACM Conference on Embedded Network Sensor Systems, 2013

A low power ECG acquisition system implemented with a fully integrated analog front-end.
Proceedings of the International Symposium on Low Power Electronics and Design (ISLPED), 2013

A full custom analog front-end for long-time ECG monitoring.
Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013

A novel through-wall respiration detection algorithm using UWB radar.
Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013

Decomposing atrial activity signal by combining ICA and WABS.
Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013

A characterization of big data benchmarks.
Proceedings of the 2013 IEEE International Conference on Big Data (IEEE BigData 2013), 2013

2012
Energy-Model-Based Optimal Communication Systems Design for Wireless Sensor Networks.
Int. J. Distributed Sens. Networks, 2012

HCloud: A novel application-oriented cloud platform for preventive healthcare.
Proceedings of the 4th IEEE International Conference on Cloud Computing Technology and Science Proceedings, 2012

Healthcare delivery with IP-based sensor networks.
Proceedings of 2012 IEEE-EMBS International Conference on Biomedical and Health Informatics, 2012

A cross-layer optimization design for implanted BAN communication system.
Proceedings of 2012 IEEE-EMBS International Conference on Biomedical and Health Informatics, 2012

PPG and ECG feature comparison for healthy people and hypertensive patients.
Proceedings of 2012 IEEE-EMBS International Conference on Biomedical and Health Informatics, 2012

Fall detection by built-in tri-accelerometer of smartphone.
Proceedings of 2012 IEEE-EMBS International Conference on Biomedical and Health Informatics, 2012

2011
Energy-Quality System Design for Wireless Communication.
J. Networks, 2011

The PLR-DTW method for ECG based biometric identification.
Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011

An improved scheme of IPI-based entity identifier generation for securing body sensor networks.
Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011

Improvement of fuzzy vault scheme for securing key distribution in body sensor network.
Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011

Body area network for M-health application: demo abstract.
Proceedings of the 6th International Conference on Body Area Networks, 2011

2010
Packet transmission policies for battery operated wireless sensor networks.
Frontiers Comput. Sci. China, 2010

Energy Efficient Video Transmission over Fast Fading Channels.
EURASIP J. Wirel. Commun. Netw., 2010

A Modified Fuzzy Vault Scheme for Biometrics-Based Body Sensor Networks Security.
Proceedings of the Global Communications Conference, 2010

2009
A Novel Biometrics Based Security Solution for Body Sensor Networks.
Proceedings of the 2nd International Conference on BioMedical Engineering and Informatics, 2009


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