Qijun Huang

Orcid: 0000-0001-9679-5191

According to our database1, Qijun Huang authored at least 57 papers between 2012 and 2025.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2025
Lead-fusion Barlow twins: A fused self-supervised learning method for multi-lead electrocardiograms.
Inf. Fusion, 2025

2024
SIGxCL: A Signal-Image-Graph Cross-Modal Contrastive Learning Framework for CVD Diagnosis Based on Internet of Medical Things.
IEEE Internet Things J., April, 2024

ST-ReGE: A Novel Spatial-Temporal Residual Graph Convolutional Network for CVD.
IEEE J. Biomed. Health Informatics, January, 2024

Learning Representations for Multilead Electrocardiograms From Morphology-Rhythm Contrast.
IEEE Trans. Instrum. Meas., 2024

Honest-GE: 2-step heuristic optimization and node-level embedding empower spatial-temporal graph model for ECG.
Inf. Sci., 2024

An adaptive threshold-based semi-supervised learning method for cardiovascular disease detection.
Inf. Sci., 2024

DDDG: A dual bi-directional knowledge distillation method with generative self-supervised pre-training and its hardware implementation on SoC for ECG.
Expert Syst. Appl., 2024

CPSS: Fusing consistency regularization and pseudo-labeling techniques for semi-supervised deep cardiovascular disease detection using all unlabeled electrocardiograms.
Comput. Methods Programs Biomed., 2024

Bootstrap each lead's latent: A novel method for self-supervised learning of multilead electrocardiograms.
Comput. Methods Programs Biomed., 2024

Universal 12-lead ECG representation for signal denoising and cardiovascular disease detection by fusing generative and contrastive learning.
Biomed. Signal Process. Control., 2024

2023
Graph machine learning framework for depicting wavefunction on interface.
Mach. Learn. Sci. Technol., December, 2023

Dense lead contrast for self-supervised representation learning of multilead electrocardiograms.
Inf. Sci., July, 2023

MaeFE: Masked Autoencoders Family of Electrocardiogram for Self-Supervised Pretraining and Transfer Learning.
IEEE Trans. Instrum. Meas., 2023

A 28-GHz wideband power amplifier with dual-pole tuning superposition technique in 55-nm RF CMOS.
Integr., 2023

A joint cross-dimensional contrastive learning framework for 12-lead ECGs and its heterogeneous deployment on SoC.
Comput. Biol. Medicine, 2023

2022
A reconfigurable millimeter-wave wideband low-noise amplifier in 55-nm CMOS.
Microelectron. J., 2022

Lead Separation and Combination: A Novel Unsupervised 12-Lead ECG Feature Learning Framework for Internet of Medical Things.
IEEE Internet Things J., 2022

A Multi-Classification Hybrid Quantum Neural Network Using an All-Qubit Multi-Observable Measurement Strategy.
Entropy, 2022

2021
A Multilayer Neural Network Merging Image Preprocessing and Pattern Recognition by Integrating Diffusion and Drift Memristors.
IEEE Trans. Cogn. Dev. Syst., 2021

DMMAN: A two-stage audio-visual fusion framework for sound separation and event localization.
Neural Networks, 2021

A 25-Gb/s inductorless SiGe BiCMOS receiver for 100-Gb/s optical links.
Integr., 2021

A K-band high-gain power amplifier with slow-wave transmission-line transformer in 130-nm RF CMOS.
Int. J. Circuit Theory Appl., 2021

2020
MFB-CBRNN: A Hybrid Network for MI Detection Using 12-Lead ECGs.
IEEE J. Biomed. Health Informatics, 2020

Classification of VLF/LF Lightning Signals Using Sensors and Deep Learning Methods.
Sensors, 2020

A Real Time QRS Detection Algorithm Based on ET and PD Controlled Threshold Strategy.
Sensors, 2020

Asia-Pacific Lightning Location Network (APLLN) and Preliminary Performance Assessment.
Remote. Sens., 2020

Fully memristive spiking-neuron learning framework and its applications on pattern recognition and edge detection.
Neurocomputing, 2020

Multi-information fusion neural networks for arrhythmia automatic detection.
Comput. Methods Programs Biomed., 2020

2019
Efficient Multispike Learning for Spiking Neural Networks Using Probability-Modulated Timing Method.
IEEE Trans. Neural Networks Learn. Syst., 2019

SpikeCD: a parameter-insensitive spiking neural network with clustering degeneracy strategy.
Neural Comput. Appl., 2019

A 10-Gb/s inductorless optical receiver in 0.18-μm SiGe BiCMOS.
Microelectron. J., 2019

Design of high-resolution quantization scheme with exp-Golomb code applied to compression of special images.
J. Vis. Commun. Image Represent., 2019

A hardware friendly unsupervised memristive neural network with weight sharing mechanism.
Neurocomputing, 2019

Monitor-Based Spiking Recurrent Network for the Representation of Complex Dynamic Patterns.
Int. J. Neural Syst., 2019

Non-Spike Timing-Dependent Plasticity based Unsupervised Memristive Neural Networks with High Hardware Compatibility.
CoRR, 2019

Fully Memristive Neural Network Merging Image Preprocessing and Pattern Recognition.
CoRR, 2019

Fully Memristive Spiking-Neuron Learning Framework and its Applications on Pattern Recognition and Edge Detection.
CoRR, 2019

A novel ECG signal compression method using spindle convolutional auto-encoder.
Comput. Methods Programs Biomed., 2019

The MBPEP: a deep ensemble pruning algorithm providing high quality uncertainty prediction.
Appl. Intell., 2019

Influence of Compact Memristors' Stability on Machine Learning.
IEEE Access, 2019

Acceleration of LSTM With Structured Pruning Method on FPGA.
IEEE Access, 2019

A K-Band High-Gain and Low-Noise Folded CMOS Mixer Using Current-Reuse and Cross-Coupled Techniques.
IEEE Access, 2019

2018
Real-Time Multilead Convolutional Neural Network for Myocardial Infarction Detection.
IEEE J. Biomed. Health Informatics, 2018

Lossless medical image compression using geometry-adaptive partitioning and least square-based prediction.
Medical Biol. Eng. Comput., 2018

Micro-Strip Line 90∘ Phase Shifter with Double Ground Slots for D-Band Applications.
J. Circuits Syst. Comput., 2018

Multiple-feature-branch convolutional neural network for myocardial infarction diagnosis using electrocardiogram.
Biomed. Signal Process. Control., 2018

A D-Band Amplifier in 65 nm Bulk CMOS for Short-Distance Data Center Communication.
IEEE Access, 2018

Tunable Surface-Plasmon-Polariton Filter Constructed By Corrugated Metallic Line and High Permittivity Material.
IEEE Access, 2018

2017
Three-dimensional separate descendant-based SPIHT algorithm for fast compression of high-resolution medical image sequences.
IET Image Process., 2017

A D-band SPST switch using parallel-stripline swap with defected ground structure.
IEICE Electron. Express, 2017

2016
Novel Near-Lossless Compression Algorithm for Medical Sequence Images with Adaptive Block-Based Spatial Prediction.
J. Digit. Imaging, 2016

Fully integrated pseudo differential K-band power amplifier in 0.13um standard CMOS.
Proceedings of the International Symposium on Integrated Circuits, 2016

2014
High Precision Multicolorimetric Pyrometer With a Novel Photoelectric MOSFET.
IEEE Trans. Instrum. Meas., 2014

Hardware efficient architecture for compressed imaging.
IEICE Electron. Express, 2014

Fast reconstruction with adaptive sampling in block compressed imaging.
IEICE Electron. Express, 2014

A 150-GHz push-push VCO in 0.13-μm SiGe BiCMOS.
Proceedings of the 2014 International Symposium on Integrated Circuits (ISIC), 2014

2012
An Implementation of SOPC-Based Neural Monitoring System.
IEEE Trans. Instrum. Meas., 2012


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