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2020 – today
- 2025
[j52]Wenhan Liu
, Shurong Pan, Zhoutong Li, Sheng Chang, Qijun Huang, Nan Jiang:
Lead-fusion Barlow twins: A fused self-supervised learning method for multi-lead electrocardiograms. Inf. Fusion 114: 102698 (2025)- 2024
- [j51]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: 106253 (2024) - [j50]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: 108315 (2024) - [j49]Wenhan Liu, Shurong Pan, Zhoutong Li, Sheng Chang, Qijun Huang, Nan Jiang:
Bootstrap each lead's latent: A novel method for self-supervised learning of multilead electrocardiograms. Comput. Methods Programs Biomed. 257: 108452 (2024) - [j48]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: 122969 (2024) - [j47]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): 12984-13001 (2024) - [j46]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: 120881 (2024) - [j45]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: 120941 (2024) - [j44]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: 1-15 (2024) - [j43]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): 216-227 (2024) - 2023
- [j42]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: 106390 (2023) - [j41]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: 101-107 (2023) - [j40]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: 189-205 (2023) - [j39]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): 45037 (2023) - [j38]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: 1-15 (2023) - 2022
- [j37]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): 394 (2022) - [j36]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): 23897-23914 (2022) - [j35]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: 105525 (2022) - 2021
- [j34]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): 1347-1357 (2021) - [j33]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: 131-138 (2021) - [j32]Ruihan Hu, Songbin Zhou, Zhi-Ri Tang, Sheng Chang, Qijun Huang, Yisen Liu, Wei Han, Edmond Qi Wu:
DMMAN: A two-stage audio-visual fusion framework for sound separation and event localization. Neural Networks 133: 229-239 (2021) - [j31]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): 645-656 (2021) - 2020
- [j30]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: 105479 (2020) - [j29]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: 80-87 (2020) - [j28]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): 1537 (2020) - [j27]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): 1030 (2020) - [j26]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): 4003 (2020) - [j25]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): 503-514 (2020)
2010 – 2019
- 2019
- [j24]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: 47472-47478 (2019) - [j23]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: 62930-62937 (2019) - [j22]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: 133218-133226 (2019) - [j21]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): 2942-2955 (2019) - [j20]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: 139-150 (2019) - [j19]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): 1950006:1-1950006:22 (2019) - [j18]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: 193-202 (2019) - [j17]Xiaoying Song, Bing Liu, Qijun Huang, Ruihan Hu:
Design of high-resolution quantization scheme with exp-Golomb code applied to compression of special images. J. Vis. Commun. Image Represent. 65 (2019) - [j16]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: 34-39 (2019) - [j15]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): 3933-3945 (2019) - [j14]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): 1984-1997 (2019) - [i5]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 abs/1901.00100 (2019) - [i4]Zhiri Tang, Yanhua Chen, Shizhuo Ye, Ruihan Hu, Qijun Huang, Sheng Chang:
Fully Memristive Spiking-Neuron Learning Framework and its Applications on Pattern Recognition and Edge Detection. CoRR abs/1901.05258 (2019) - [i3]Ruihan Hu, Qijun Huang, Sheng Chang, Hao Wang, Jin He:
The MBPEP: a deep ensemble pruning algorithm providing high quality uncertainty prediction. CoRR abs/1902.09238 (2019) - [i2]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 abs/1904.12292 (2019) - [i1]Zhiri Tang, Yanhua Chen, Hao Wang, Jin He, Qijun Huang, Sheng Chang:
Non-Spike Timing-Dependent Plasticity based Unsupervised Memristive Neural Networks with High Hardware Compatibility. CoRR abs/1907.09126 (2019) - 2018
- [j13]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: 10358-10364 (2018) - [j12]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: 53191-53200 (2018) - [j11]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: 22-32 (2018) - [j10]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): 1850192:1-1850192:10 (2018) - [j9]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): 957-966 (2018) - [j8]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): 1434-1444 (2018) - 2017
- [j7]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): 20171104 (2017) - [j6]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): 80-87 (2017) - 2016
- [j5]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): 706-715 (2016) - [c2]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: 1-4 - 2014
- [j4]Jun Luo, Qijun Huang, Sheng Chang, Hao Wang:
Fast reconstruction with adaptive sampling in block compressed imaging. IEICE Electron. Express 11(6): 20140056 (2014) - [j3]Jun Luo, Qijun Huang, Sheng Chang, Hao Wang:
Hardware efficient architecture for compressed imaging. IEICE Electron. Express 11(14): 20140562 (2014) - [j2]Sheng Chang, Qijun Huang, Hao Wang, Mincai He, Feng Dai:
High Precision Multicolorimetric Pyrometer With a Novel Photoelectric MOSFET. IEEE Trans. Instrum. Meas. 63(3): 680-686 (2014) - [c1]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: 308-311 - 2012
- [j1]Qijun Huang, Sheng Chang, Junqi Peng, Xueying Mao, You Zhou, Hao Wang:
An Implementation of SOPC-Based Neural Monitoring System. IEEE Trans. Instrum. Meas. 61(9): 2469-2475 (2012)
Coauthor Index
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