Login / Signup
Jin He
ORCID
Publication Activity (10 Years)
Years Active: 2014-2024
Publications (10 Years): 50
Top Topics
Cardiovascular Disease
Pattern Recognition
Neural Network
Image Preprocessing
Top Venues
IEEE Access
Inf. Sci.
Integr.
CoRR
</>
Publications
</>
Wenhan Liu
,
Huaicheng Zhang
,
Sheng Chang
,
Hao Wang
,
Jin He
,
Qijun Huang
Learning Representations for Multilead Electrocardiograms From Morphology-Rhythm Contrast.
IEEE Trans. Instrum. Meas.
73 (2024)
Huaicheng Zhang
,
Wenhan Liu
,
Qianxi Guo
,
Jiguang Shi
,
Sheng Chang
,
Hao Wang
,
Jin He
,
Qijun Huang
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.
244 (2024)
Jiguang Shi
,
Zhoutong Li
,
Wenhan Liu
,
Huaicheng Zhang
,
Deyu Luo
,
Yue Ge
,
Sheng Chang
,
Hao Wang
,
Jin He
,
Qijun Huang
An adaptive threshold-based semi-supervised learning method for cardiovascular disease detection.
Inf. Sci.
677 (2024)
Huaicheng Zhang
,
Wenhan Liu
,
Deyu Luo
,
Jiguang Shi
,
Qianxi Guo
,
Yue Ge
,
Sheng Chang
,
Hao Wang
,
Jin He
,
Qijun Huang
Honest-GE: 2-step heuristic optimization and node-level embedding empower spatial-temporal graph model for ECG.
Inf. Sci.
677 (2024)
Jiguang Shi
,
Wenhan Liu
,
Huaicheng Zhang
,
Sheng Chang
,
Hao Wang
,
Jin He
,
Qijun Huang
CPSS: Fusing consistency regularization and pseudo-labeling techniques for semi-supervised deep cardiovascular disease detection using all unlabeled electrocardiograms.
Comput. Methods Programs Biomed.
254 (2024)
Huaicheng Zhang
,
Wenhan Liu
,
Zhoutong Li
,
Jiguang Shi
,
Sheng Chang
,
Hao Wang
,
Jin He
,
Qijun Huang
SIGxCL: A Signal-Image-Graph Cross-Modal Contrastive Learning Framework for CVD Diagnosis Based on Internet of Medical Things.
IEEE Internet Things J.
11 (7) (2024)
Huaicheng Zhang
,
Wenhan Liu
,
Sheng Chang
,
Hao Wang
,
Jin He
,
Qijun Huang
ST-ReGE: A Novel Spatial-Temporal Residual Graph Convolutional Network for CVD.
IEEE J. Biomed. Health Informatics
28 (1) (2024)
Jiguang Shi
,
Wenhan Liu
,
Huaicheng Zhang
,
Zhoutong Li
,
Sheng Chang
,
Hao Wang
,
Jin He
,
Qijun Huang
Universal 12-lead ECG representation for signal denoising and cardiovascular disease detection by fusing generative and contrastive learning.
Biomed. Signal Process. Control.
94 (2024)
Yunan Zhao
,
Haomin Hou
,
Shuhao Zhang
,
Hao Wang
,
Sheng Chang
,
Qijun Huang
,
Jin He
A 28-GHz wideband power amplifier with dual-pole tuning superposition technique in 55-nm RF CMOS.
Integr.
88 (2023)
Wenhan Liu
,
Huaicheng Zhang
,
Sheng Chang
,
Hao Wang
,
Jin He
,
Qijun Huang
A joint cross-dimensional contrastive learning framework for 12-lead ECGs and its heterogeneous deployment on SoC.
Comput. Biol. Medicine
152 (2023)
Huaicheng Zhang
,
Wenhan Liu
,
Jiguang Shi
,
Sheng Chang
,
Hao Wang
,
Jin He
,
Qijun Huang
MaeFE: Masked Autoencoders Family of Electrocardiogram for Self-Supervised Pretraining and Transfer Learning.
IEEE Trans. Instrum. Meas.
72 (2023)
Ao Wu
,
Li Liu
,
Zifeng Wang
,
Shurong Pan
,
Jiangxue Huang
,
Qijun Huang
,
Jin He
,
Hao Wang
,
Sheng Chang
Graph machine learning framework for depicting wavefunction on interface.
Mach. Learn. Sci. Technol.
4 (4) (2023)
Wenhan Liu
,
Zhoutong Li
,
Huaicheng Zhang
,
Sheng Chang
,
Hao Wang
,
Jin He
,
Qijun Huang
Dense lead contrast for self-supervised representation learning of multilead electrocardiograms.
Inf. Sci.
634 (2023)
Yi Zeng
,
Hao Wang
,
Jin He
,
Qijun Huang
,
Sheng Chang
A Multi-Classification Hybrid Quantum Neural Network Using an All-Qubit Multi-Observable Measurement Strategy.
Entropy
24 (3) (2022)
Wenhan Liu
,
Qianxi Guo
,
Xinwei Gao
,
Sheng Chang
,
Hao Wang
,
Jin He
,
Qijun Huang
Lead Separation and Combination: A Novel Unsupervised 12-Lead ECG Feature Learning Framework for Internet of Medical Things.
IEEE Internet Things J.
9 (23) (2022)
Wei Zhang
,
Dongqin Deng
,
Jialong Wan
,
Hao Wang
,
Sheng Chang
,
Qijun Huang
,
Jin He
A reconfigurable millimeter-wave wideband low-noise amplifier in 55-nm CMOS.
Microelectron. J.
127 (2022)
Shuo Li
,
Junren Pan
,
Jin He
,
Zhiyuan Cao
,
Hao Wang
,
Sheng Chang
,
Qijun Huang
A 25-Gb/s inductorless SiGe BiCMOS receiver for 100-Gb/s optical links.
Integr.
77 (2021)
Zhiri Tang
,
Ruohua Zhu
,
Ruihan Hu
,
Yanhua Chen
,
Edmond Qi Wu
,
Hao Wang
,
Jin He
,
Qijun Huang
,
Sheng Chang
A Multilayer Neural Network Merging Image Preprocessing and Pattern Recognition by Integrating Diffusion and Drift Memristors.
IEEE Trans. Cogn. Dev. Syst.
13 (3) (2021)
Shanze Huang
,
Jin He
,
Shuo Li
,
Zhiyuan Cao
,
Jiankang Li
A 20-Gb/s wideband AGC amplifier with 26-dB dynamic range in 0.18-μm SiGe BiCMOS.
Integr.
81 (2021)
Haomin Hou
,
Jin He
,
Junren Pan
,
Hao Wang
,
Sheng Chang
,
Qijun Huang
,
Yinxia Zhu
A K-band high-gain power amplifier with slow-wave transmission-line transformer in 130-nm RF CMOS.
Int. J. Circuit Theory Appl.
49 (5) (2021)
Wenhan Liu
,
Fei Wang
,
Qijun Huang
,
Sheng Chang
,
Hao Wang
,
Jin He
MFB-CBRNN: A Hybrid Network for MI Detection Using 12-Lead ECGs.
IEEE J. Biomed. Health Informatics
24 (2) (2020)
Jiaquan Wang
,
Qiming Ma
,
Xiao Zhou
,
Fang Xiao
,
Shangbo Yuan
,
Sheng Chang
,
Jin He
,
Hao Wang
,
Qijun Huang
Asia-Pacific Lightning Location Network (APLLN) and Preliminary Performance Assessment.
Remote. Sens.
12 (10) (2020)
Zhiri Tang
,
Yanhua Chen
,
Shizhuo Ye
,
Ruihan Hu
,
Hao Wang
,
Jin He
,
Qijun Huang
,
Sheng Chang
Fully memristive spiking-neuron learning framework and its applications on pattern recognition and edge detection.
Neurocomputing
403 (2020)
Jiaquan Wang
,
Qijun Huang
,
Qiming Ma
,
Sheng Chang
,
Jin He
,
Hao Wang
,
Xiao Zhou
,
Fang Xiao
,
Chao Gao
Classification of VLF/LF Lightning Signals Using Sensors and Deep Learning Methods.
Sensors
20 (4) (2020)
Aiyun Chen
,
Fei Wang
,
Wenhan Liu
,
Sheng Chang
,
Hao Wang
,
Jin He
,
Qijun Huang
Multi-information fusion neural networks for arrhythmia automatic detection.
Comput. Methods Programs Biomed.
193 (2020)
Junren Pan
,
Jiang Luo
,
Jin He
,
Guangyin Feng
,
Alit Apriyana
,
Yue Ping Zhang
A D-band CMOS power amplifier for short-range data center communication.
IEICE Electron. Express
17 (12) (2020)
Aiyun Chen
,
Yidan Zhang
,
Mengxin Zhang
,
Wenhan Liu
,
Sheng Chang
,
Hao Wang
,
Jin He
,
Qijun Huang
A Real Time QRS Detection Algorithm Based on ET and PD Controlled Threshold Strategy.
Sensors
20 (14) (2020)
Ruihan Hu
,
Qijun Huang
,
Hao Wang
,
Jin He
,
Sheng Chang
Monitor-Based Spiking Recurrent Network for the Representation of Complex Dynamic Patterns.
Int. J. Neural Syst.
29 (8) (2019)
Peng Lin
,
Sheng Chang
,
Hao Wang
,
Qijun Huang
,
Jin He
SpikeCD: a parameter-insensitive spiking neural network with clustering degeneracy strategy.
Neural Comput. Appl.
31 (8) (2019)
Yao Peng
,
Jin He
,
Haomin Hou
,
Hao Wang
,
Sheng Chang
,
Qijun Huang
,
Yinxia Zhu
A K-Band High-Gain and Low-Noise Folded CMOS Mixer Using Current-Reuse and Cross-Coupled Techniques.
IEEE Access
7 (2019)
Ruihan Hu
,
Qijun Huang
,
Sheng Chang
,
Hao Wang
,
Jin He
The MBPEP: a deep ensemble pruning algorithm providing high quality uncertainty prediction.
CoRR
(2019)
Zhiri Tang
,
Yanhua Chen
,
Ruihan Hu
,
Ruohua Zhu
,
Hao Wang
,
Jin He
,
Qijun Huang
,
Sheng Chang
Fully Memristive Neural Network Merging Image Preprocessing and Pattern Recognition.
CoRR
(2019)
Fei Wang
,
Qiming Ma
,
Wenhan Liu
,
Sheng Chang
,
Hao Wang
,
Jin He
,
Qijun Huang
A novel ECG signal compression method using spindle convolutional auto-encoder.
Comput. Methods Programs Biomed.
175 (2019)
Zhe Xue
,
Jin He
,
Ya Fang
,
Hao Wang
,
Sheng Chang
,
Qijun Huang
,
Yinxia Zhu
A 10-Gb/s inductorless optical receiver in 0.18-μm SiGe BiCMOS.
Microelectron. J.
86 (2019)
Ruihan Hu
,
Sheng Chang
,
Hao Wang
,
Jin He
,
Qijun Huang
Efficient Multispike Learning for Spiking Neural Networks Using Probability-Modulated Timing Method.
IEEE Trans. Neural Networks Learn. Syst.
30 (7) (2019)
Zhiri Tang
,
Ruohua Zhu
,
Peng Lin
,
Jin He
,
Hao Wang
,
Qijun Huang
,
Sheng Chang
,
Qiming Ma
A Hardware Friendly Unsupervised Memristive Neural Network with Weight Sharing Mechanism.
CoRR
(2019)
Ruihan Hu
,
Qijun Huang
,
Sheng Chang
,
Hao Wang
,
Jin He
The MBPEP: a deep ensemble pruning algorithm providing high quality uncertainty prediction.
Appl. Intell.
49 (8) (2019)
Ruohua Zhu
,
Shizhuo Ye
,
Zhiri Tang
,
Peng Lin
,
Qijun Huang
,
Hao Wang
,
Jin He
,
Sheng Chang
Influence of Compact Memristors' Stability on Machine Learning.
IEEE Access
7 (2019)
Zhiri Tang
,
Ruohua Zhu
,
Peng Lin
,
Jin He
,
Hao Wang
,
Qijun Huang
,
Sheng Chang
,
Qiming Ma
A hardware friendly unsupervised memristive neural network with weight sharing mechanism.
Neurocomputing
332 (2019)
Shaorun Wang
,
Peng Lin
,
Ruihan Hu
,
Hao Wang
,
Jin He
,
Qijun Huang
,
Sheng Chang
Acceleration of LSTM With Structured Pruning Method on FPGA.
IEEE Access
7 (2019)
Wenhan Liu
,
Mengxin Zhang
,
Yidan Zhang
,
Yuan Liao
,
Qijun Huang
,
Sheng Chang
,
Hao Wang
,
Jin He
Real-Time Multilead Convolutional Neural Network for Myocardial Infarction Detection.
IEEE J. Biomed. Health Informatics
22 (5) (2018)
Jiang Luo
,
Jin He
,
Alit Apriyana
,
Guangyin Feng
,
Qijun Huang
,
Yue Ping Zhang
Tunable Surface-Plasmon-Polariton Filter Constructed By Corrugated Metallic Line and High Permittivity Material.
IEEE Access
6 (2018)
Jiang Luo
,
Jin He
,
Guangyin Feng
,
Alit Apriyana
,
Ya Fang
,
Zhe Xue
,
Qijun Huang
,
Hao Yu
A D-Band Amplifier in 65 nm Bulk CMOS for Short-Distance Data Center Communication.
IEEE Access
6 (2018)
Jiang Luo
,
Jin He
,
Pengwei Chen
,
Hao Wang
,
Sheng Chang
,
Qijun Huang
,
Xurui Mao
,
Yueping Zhang
Micro-Strip Line 90∘ Phase Shifter with Double Ground Slots for D-Band Applications.
J. Circuits Syst. Comput.
27 (12) (2018)
Wenhan Liu
,
Qijun Huang
,
Sheng Chang
,
Hao Wang
,
Jin He
Multiple-feature-branch convolutional neural network for myocardial infarction diagnosis using electrocardiogram.
Biomed. Signal Process. Control.
45 (2018)
Xiaoying Song
,
Qijun Huang
,
Sheng Chang
,
Jin He
,
Hao Wang
Lossless medical image compression using geometry-adaptive partitioning and least square-based prediction.
Medical Biol. Eng. Comput.
56 (6) (2018)
Jiang Luo
,
Jin He
,
Alit Apriyana
,
Guangyin Feng
,
Qijun Huang
A D-band SPST switch using parallel-stripline swap with defected ground structure.
IEICE Electron. Express
14 (24) (2017)
Xiaoying Song
,
Qijun Huang
,
Sheng Chang
,
Jin He
,
Hao Wang
Three-dimensional separate descendant-based SPIHT algorithm for fast compression of high-resolution medical image sequences.
IET Image Process.
11 (1) (2017)
Pengwei Chen
,
Jin He
,
Jiang Luo
,
Hao Wang
,
Sheng Chang
,
Qijun Huang
,
Hao Yu
,
Xiaopeng Yu
Fully integrated pseudo differential K-band power amplifier in 0.13um standard CMOS.
ISIC
(2016)
Xiaoying Song
,
Qijun Huang
,
Sheng Chang
,
Jin He
,
Hao Wang
Novel Near-Lossless Compression Algorithm for Medical Sequence Images with Adaptive Block-Based Spatial Prediction.
J. Digit. Imaging
29 (6) (2016)
Jiang Luo
,
Jin He
,
Hao Wang
,
Sheng Chang
,
Qijun Huang
,
Yong-Zhong Xiong
A 150-GHz push-push VCO in 0.13-μm SiGe BiCMOS.
ISIC
(2014)