Qingxue Zhang

Publication Activity (10 Years)

Years Active: 2015-2024
Publications (10 Years): 39

Top Topics

Human Identification

Top Venues

Publications

Junhua Wong, Jeanne Nerbonne, Qingxue Zhang
Ultra-Efficient Edge Cardiac Disease Detection Towards Real-Time Precision Health. IEEE Access 12 (2024)
Kiirthanaa Gangadharan, Cody Daniel, Qingxue Zhang
Maximizing Energy Efficiency of Mobile Biomechanical Decoding with Spatial Variability Mining. ICCE (2024)
Ming Liu, Qingxue Zhang
Spatial Variability Learning of Biomechanical Dynamics in Daily Lives. CCWC (2024)
Haowei Shi, Jiadao Zou, Qingxue Zhang
Efficient Massive-Device Orchestration Through Reinforcement Learning With Boosted Deep Deterministic Policy Gradient. IEEE Internet Things J. 11 (3) (2024)
Jake Stauffer, Qingxue Zhang
Cloud: a novel cloud-based precision health system for smart and secure IoT big data harnessing. Discov. Internet Things 4 (1) (2024)
Jiadao Zou, Christopher Jackman, Qingxue Zhang
Spatial Dynamics Complementarity Learning with Graph Convolutional Network for Wearable Massive-sensor Computers. ICCE (2024)
Jiadao Zou, Qingxue Zhang
EEG Prediction with Deep Recurrent Learning. ICCE (2024)
Kiirthanaa Gangadharan, Qingxue Zhang
Deep Mining of Wearable Spatial Variability for Efficient Edge Computing. ICCE (2024)
Qingxue Zhang, Dian Zhou
Machine Learning Electrocardiogram for Mobile Cardiac Pattern Extraction. Sensors 23 (12) (2023)
Junhua Wong, Vincenzo Piuri, Fabio Scotti, Qingxue Zhang
Efficient IoT Big Data Streaming With Deep-Learning-Enabled Dynamics. IEEE Internet Things J. 10 (6, March 15) (2023)
Jake Stauffer, Qingxue Zhang
Spiking Neural Network with Backpropagation Learning for Brain Visual Dynamics Decoding. NER (2023)
Junhua Wong, Qingxue Zhang
Deep Knowledge Distillation Learning for Efficient Wearable Data Mining on the Edge. ICCE (2023)
Kiirthanaa Gangadharan, Qingxue Zhang
Deep Transferable Intelligence for Spatial Variability Characterization and Data-Efficient Learning in Biomechanical Measurement. IEEE Trans. Instrum. Meas. 72 (2023)
Junhua Wong, Qingxue Zhang
Deep Learning of Sparse Patterns in Medical IoT for Efficient Big Data Harnessing. IEEE Access 11 (2023)
Caroline Chavez, Kiirthanaa Gangadharan, Qingxue Zhang
Knowledge Transferring in Deep Learning of Wearable Dynamics. ICCE (2023)
Jake Stauffer, Qingxue Zhang
SpikeBASE: Spiking Neural Learning Algorithm With Backward Adaptation of Synaptic Efflux. IEEE Trans. Computers 71 (11) (2022)
Jiadao Zou, Qingxue Zhang
Deep Reinforcement Learning with IoT System Characterization and Knowledge Adaptation. UEMCON (2022)
Kiirthanaa Gangadharan, Qingxue Zhang
Deep Learning of Biomechanical Dynamics With Spatial Variability for Lifestyle Management. LifeTech (2022)
Junhua Wong, Qingxue Zhang
Deep Convolutional Autoencoder for Energy-efficient Smart Health Wearables In the Era of Big Data. IPCCC (2022)
Jake Stauffer, Qingxue Zhang
Big Data Edge on Consumer Devices for Precision Medicine. ICCE (2022)
Junhua Wong, Qingxue Zhang
Wearable Big Data Pertinence Learning with Deep Spatiotemporal co-Mining. I2MTC (2022)
Qingxue Zhang, Vincenzo Piuri, Edward A. Clancy, Dian Zhou, Thomas Penzel, Wenchuang Walter Hu, Hui Zheng
IEEE Access Special Section Editorial: Smart Health Sensing and Computational Intelligence: From Big Data to Big Impacts. IEEE Access 9 (2021)
Jiadao Zou, Qingxue Zhang
eyeSay: Make Eyes Speak for ALS Patients with Deep Transfer Learning-empowered Wearable. EMBC (2021)
Jake Stauffer, Qingxue Zhang
Cloud: A Novel Cloud System for Mobile Health Big Data Management. iThings/GreenCom/CPSCom/SmartData/Cybermatics (2021)
Jiadao Zou, Qingxue Zhang
UbiEi-Edge: Human Big Data Decoding Using Deep Learning on Mobile Edge. EMBC (2021)
Jiadao Zou, Qingxue Zhang
eyeSay: Eye Electrooculography Decoding with Deep Learning. ICCE (2021)
Qingxue Zhang, Vincenzo Piuri, Edward A. Clancy, Dian Zhou, Thomas Penzel, Wenchuang Walter Hu
IEEE Access Special Section Editorial: Advanced Information Sensing and Learning Technologies for Data-Centric Smart Health Applications. IEEE Access 9 (2021)
Jiadao Zou, Qingxue Zhang, Kyle Frick
Intelligent Mobile Electrocardiogram Monitor-empowered Personalized Cardiac Big Data. UEMCON (2020)
Qingxue Zhang, Ryan Boente
DeepWave: Non-contact Acoustic Receiver Powered by Deep Learning to Detect Sleep Apnea. BIBE (2020)
Qingxue Zhang, David Arney, Julian M. Goldman, Eric M. Isselbacher, Antonis A. Armoundas
Design Implementation and Evaluation of a Mobile Continuous Blood Oxygen Saturation Monitoring System. Sensors 20 (22) (2020)
Qingxue Zhang
Phase-domain Deep Patient-ECG Image Learning for Zero-effort Smart Health Security. EMBC (2019)
Qingxue Zhang
Deep Learning of Electrocardiography Dynamics for Biometric Human Identification in era of IoT. UEMCON (2018)
Qingxue Zhang, Dian Zhou, Xuan Zeng
A novel single-arm-worn 24 h heart disease monitor empowered by machine intelligence. Biomed. Signal Process. Control. 42 (2018)
Qingxue Zhang, Shuang Zhu
Real-time Activity and Fall Risk Detection for Aging Population Using Deep Learning. UEMCON (2018)
Qingxue Zhang, Dian Zhou, Xuan Zeng
HeartID: A Multiresolution Convolutional Neural Network for ECG-Based Biometric Human Identification in Smart Health Applications. IEEE Access 5 (2017)
Qingxue Zhang, Dian Zhou, Xuan Zeng
PulsePrint: Single-arm-ECG biometric human identification using deep learning. UEMCON (2017)
Qingxue Zhang, Dian Zhou, Xuan Zeng
Hear the heart: Daily cardiac health monitoring using Ear-ECG and machine learning. UEMCON (2017)
Qingxue Zhang, Xuan Zeng, Wenchuang Walter Hu, Dian Zhou
A Machine Learning-Empowered System for Long-Term Motion-Tolerant Wearable Monitoring of Blood Pressure and Heart Rate With Ear-ECG/PPG. IEEE Access 5 (2017)
Qingxue Zhang, Dian Zhou, Xuan Zeng
A Novel Framework for Motion-Tolerant Instantaneous Heart Rate Estimation by Phase-Domain Multiview Dynamic Time Warping. IEEE Trans. Biomed. Eng. 64 (11) (2017)
Javad Birjandtalab, Qingxue Zhang, Roozbeh Jafari
A case study on minimum energy operation for dynamic time warping signal processing in wearable computers. PerCom Workshops (2015)
Qingxue Zhang, Chakameh Zahed, Viswam Nathan, Drew A. Hall, Roozbeh Jafari
An ECG dataset representing real-world signal characteristics for wearable computers. BioCAS (2015)