Qijun Huang

70 papers Journal 67Unranked 3
YearRankTypeTitle / Venue / Authors
2026 J jnl
MetaAccel: A High-Performance and Agile Accelerator Design Framework With Multi Clock Domain Optimization for Complex CNN.
IEEE Trans. Circuits Syst. I Regul. Pap.
Zhan Li, Yuxian Jiang, Zhihan Zhang, Jiahui Huang, Qunkang Meng, Xingyu Shi, Hao Wang, Qijun Huang, Sheng Chang
2026 J jnl
Single-Step Hardware-Aware Neural Network Quantization With Mixed Precision.
IEEE Trans. Computers
Jie Hu, Zhihan Zhang, Zhan Li, Qunkang Meng, Xingyu Shi, Qijun Huang, Hao Wang, Sheng Chang
2025 J jnl
A High-Performance Pixel-Level Fully Pipelined Hardware Accelerator for Neural Networks.
IEEE Trans. Neural Networks Learn. Syst.
Zhan Li, Zhihan Zhang, Jie Hu, Qunkang Meng, Xingyu Shi, Jun Luo, Hao Wang, Qijun Huang, Sheng Chang
2025 J jnl
Direct Lead Assignment: A Simple and Scalable Contrastive Learning Method for ECG and Its IoMT Applications.
IEEE Internet Things J.
Wenhan Liu, Shurong Pan, Sheng Chang, Qijun Huang, Nan Jiang
2025 J jnl
JAMC: A jigsaw-based autoencoder with masked contrastive learning for cardiovascular disease diagnosis.
Knowl. Based Syst.
Yue Ge, Huaicheng Zhang, Jiguang Shi, Deyu Luo, Sheng Chang, Jin He, Qijun Huang, Hao Wang
2025 J jnl
Lead-fusion Barlow twins: A fused self-supervised learning method for multi-lead electrocardiograms.
Inf. Fusion
Wenhan Liu, Shurong Pan, Zhoutong Li, Sheng Chang, Qijun Huang, Nan Jiang
2025 J jnl
MuSLR: Multimodal Symbolic Logical Reasoning.
CoRR
Jundong Xu, Hao Fei, Yuhui Zhang, Liangming Pan, Qijun Huang, Qian Liu, Preslav Nakov, Min-Yen Kan, William Yang Wang, Mong-Li Lee, Wynne Hsu
2025 J jnl
S2M2ECG: Spatio-temporal bi-directional State Space Model Enabled Multi-branch Mamba for ECG.
CoRR
Huaicheng Zhang, Ruoxin Wang, Chenlian Zhou, Jiguang Shi, Yue Ge, Zhoutong Li, Sheng Chang, Hao Wang, Jin He, Qijun Huang
2025 J jnl
Self-supervised learning for Electrocardiogram classification using Lead Correlation and Decorrelation.
Appl. Soft Comput.
Wenhan Liu, Shurong Pan, Sheng Chang, Qijun Huang, Nan Jiang
2025 J jnl
Towards Hallucination-Free Music: A Reinforcement Learning Preference Optimization Framework for Reliable Song Generation.
CoRR
Huaicheng Zhang, Wei Tan, Guangzheng Li, Yixuan Zhang, Hangting Chen, Shun Lei, Chenyu Yang, Zhiyong Wu, Shuai Wang, Qijun Huang, Dong Yu
2025 J jnl
Training LLMs with LogicReward for Faithful and Rigorous Reasoning.
CoRR
Jundong Xu, Hao Fei, Huichi Zhou, Xin Quan, Qijun Huang, Shengqiong Wu, William Yang Wang, Mong-Li Lee, Wynne Hsu
2024 J jnl
An adaptive threshold-based semi-supervised learning method for cardiovascular disease detection.
Inf. Sci.
Jiguang Shi, Zhoutong Li, Wenhan Liu, Huaicheng Zhang, Deyu Luo, Yue Ge, Sheng Chang, Hao Wang, Jin He, Qijun Huang
2024 J jnl
Bootstrap each lead's latent: A novel method for self-supervised learning of multilead electrocardiograms.
Comput. Methods Programs Biomed.
Wenhan Liu, Shurong Pan, Zhoutong Li, Sheng Chang, Qijun Huang, Nan Jiang
2024 — conf
CELL: Supplementing Context for Multi-modal Few-shot Cardiologist.
BIBM
Huaicheng Zhang, Jiguang Shi, Yue Ge, Sheng Chang, Hao Wang, Qijun Huang
2024 J jnl
CPSS: Fusing consistency regularization and pseudo-labeling techniques for semi-supervised deep cardiovascular disease detection using all unlabeled electrocardiograms.
Comput. Methods Programs Biomed.
Jiguang Shi, Wenhan Liu, Huaicheng Zhang, Sheng Chang, Hao Wang, Jin He, Qijun Huang
2024 J jnl
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.
Huaicheng Zhang, Wenhan Liu, Qianxi Guo, Jiguang Shi, Sheng Chang, Hao Wang, Jin He, Qijun Huang
2024 J jnl
Honest-GE: 2-step heuristic optimization and node-level embedding empower spatial-temporal graph model for ECG.
Inf. Sci.
Huaicheng Zhang, Wenhan Liu, Deyu Luo, Jiguang Shi, Qianxi Guo, Yue Ge, Sheng Chang, Hao Wang, Jin He, Qijun Huang
2024 J jnl
Learning Representations for Multilead Electrocardiograms From Morphology-Rhythm Contrast.
IEEE Trans. Instrum. Meas.
Wenhan Liu, Huaicheng Zhang, Sheng Chang, Hao Wang, Jin He, Qijun Huang
2024 J jnl
SIGxCL: A Signal-Image-Graph Cross-Modal Contrastive Learning Framework for CVD Diagnosis Based on Internet of Medical Things.
IEEE Internet Things J.
Huaicheng Zhang, Wenhan Liu, Zhoutong Li, Jiguang Shi, Sheng Chang, Hao Wang, Jin He, Qijun Huang
2024 J jnl
ST-ReGE: A Novel Spatial-Temporal Residual Graph Convolutional Network for CVD.
IEEE J. Biomed. Health Informatics
Huaicheng Zhang, Wenhan Liu, Sheng Chang, Hao Wang, Jin He, Qijun Huang
2024 J jnl
Universal 12-lead ECG representation for signal denoising and cardiovascular disease detection by fusing generative and contrastive learning.
Biomed. Signal Process. Control.
Jiguang Shi, Wenhan Liu, Huaicheng Zhang, Zhoutong Li, Sheng Chang, Hao Wang, Jin He, Qijun Huang
2023 J jnl
A 28-GHz wideband power amplifier with dual-pole tuning superposition technique in 55-nm RF CMOS.
Integr.
Yunan Zhao, Haomin Hou, Shuhao Zhang, Hao Wang, Sheng Chang, Qijun Huang, Jin He
2023 J jnl
A joint cross-dimensional contrastive learning framework for 12-lead ECGs and its heterogeneous deployment on SoC.
Comput. Biol. Medicine
Wenhan Liu, Huaicheng Zhang, Sheng Chang, Hao Wang, Jin He, Qijun Huang
2023 J jnl
Dense lead contrast for self-supervised representation learning of multilead electrocardiograms.
Inf. Sci.
Wenhan Liu, Zhoutong Li, Huaicheng Zhang, Sheng Chang, Hao Wang, Jin He, Qijun Huang
2023 J jnl
Graph machine learning framework for depicting wavefunction on interface.
Mach. Learn. Sci. Technol.
Ao Wu, Li Liu, Zifeng Wang, Shurong Pan, Jiangxue Huang, Qijun Huang, Jin He, Hao Wang, Sheng Chang
2023 J jnl
MaeFE: Masked Autoencoders Family of Electrocardiogram for Self-Supervised Pretraining and Transfer Learning.
IEEE Trans. Instrum. Meas.
Huaicheng Zhang, Wenhan Liu, Jiguang Shi, Sheng Chang, Hao Wang, Jin He, Qijun Huang
2022 J jnl
A Multi-Classification Hybrid Quantum Neural Network Using an All-Qubit Multi-Observable Measurement Strategy.
Entropy
Yi Zeng, Hao Wang, Jin He, Qijun Huang, Sheng Chang
2022 J jnl
A reconfigurable millimeter-wave wideband low-noise amplifier in 55-nm CMOS.
Microelectron. J.
Wei Zhang, Dongqin Deng, Jialong Wan, Hao Wang, Sheng Chang, Qijun Huang, Jin He
2022 J jnl
Lead Separation and Combination: A Novel Unsupervised 12-Lead ECG Feature Learning Framework for Internet of Medical Things.
IEEE Internet Things J.
Wenhan Liu, Qianxi Guo, Xinwei Gao, Sheng Chang, Hao Wang, Jin He, Qijun Huang
2021 J jnl
A 25-Gb/s inductorless SiGe BiCMOS receiver for 100-Gb/s optical links.
Integr.
Shuo Li, Junren Pan, Jin He, Zhiyuan Cao, Hao Wang, Sheng Chang, Qijun Huang
2021 J jnl
A K-band high-gain power amplifier with slow-wave transmission-line transformer in 130-nm RF CMOS.
Int. J. Circuit Theory Appl.
Haomin Hou, Jin He, Junren Pan, Hao Wang, Sheng Chang, Qijun Huang, Yinxia Zhu
2021 J jnl
A Multilayer Neural Network Merging Image Preprocessing and Pattern Recognition by Integrating Diffusion and Drift Memristors.
IEEE Trans. Cogn. Dev. Syst.
Zhiri Tang, Ruohua Zhu, Ruihan Hu, Yanhua Chen, Edmond Qi Wu, Hao Wang, Jin He, Qijun Huang, Sheng Chang
2021 J jnl
DMMAN: A two-stage audio-visual fusion framework for sound separation and event localization.
Neural Networks
Ruihan Hu, Songbin Zhou, Zhi-Ri Tang, Sheng Chang, Qijun Huang, Yisen Liu, Wei Han, Edmond Qi Wu
2020 J jnl
A Real Time QRS Detection Algorithm Based on ET and PD Controlled Threshold Strategy.
Sensors
Aiyun Chen, Yidan Zhang, Mengxin Zhang, Wenhan Liu, Sheng Chang, Hao Wang, Jin He, Qijun Huang
2020 J jnl
Asia-Pacific Lightning Location Network (APLLN) and Preliminary Performance Assessment.
Remote. Sens.
Jiaquan Wang, Qiming Ma, Xiao Zhou, Fang Xiao, Shangbo Yuan, Sheng Chang, Jin He, Hao Wang, Qijun Huang
2020 J jnl
Classification of VLF/LF Lightning Signals Using Sensors and Deep Learning Methods.
Sensors
Jiaquan Wang, Qijun Huang, Qiming Ma, Sheng Chang, Jin He, Hao Wang, Xiao Zhou, Fang Xiao, Chao Gao
2020 J jnl
Fully memristive spiking-neuron learning framework and its applications on pattern recognition and edge detection.
Neurocomputing
Zhiri Tang, Yanhua Chen, Shizhuo Ye, Ruihan Hu, Hao Wang, Jin He, Qijun Huang, Sheng Chang
2020 J jnl
MFB-CBRNN: A Hybrid Network for MI Detection Using 12-Lead ECGs.
IEEE J. Biomed. Health Informatics
Wenhan Liu, Fei Wang, Qijun Huang, Sheng Chang, Hao Wang, Jin He
2020 J jnl
Multi-information fusion neural networks for arrhythmia automatic detection.
Comput. Methods Programs Biomed.
Aiyun Chen, Fei Wang, Wenhan Liu, Sheng Chang, Hao Wang, Jin He, Qijun Huang
2019 J jnl
A 10-Gb/s inductorless optical receiver in 0.18-μm SiGe BiCMOS.
Microelectron. J.
Zhe Xue, Jin He, Ya Fang, Hao Wang, Sheng Chang, Qijun Huang, Yinxia Zhu
2019 J jnl
A Hardware Friendly Unsupervised Memristive Neural Network with Weight Sharing Mechanism.
CoRR
Zhiri Tang, Ruohua Zhu, Peng Lin, Jin He, Hao Wang, Qijun Huang, Sheng Chang, Qiming Ma
2019 J jnl
A K-Band High-Gain and Low-Noise Folded CMOS Mixer Using Current-Reuse and Cross-Coupled Techniques.
IEEE Access
Yao Peng, Jin He, Haomin Hou, Hao Wang, Sheng Chang, Qijun Huang, Yinxia Zhu
2019 J jnl
A hardware friendly unsupervised memristive neural network with weight sharing mechanism.
Neurocomputing
Zhiri Tang, Ruohua Zhu, Peng Lin, Jin He, Hao Wang, Qijun Huang, Sheng Chang, Qiming Ma
2019 J jnl
A novel ECG signal compression method using spindle convolutional auto-encoder.
Comput. Methods Programs Biomed.
Fei Wang, Qiming Ma, Wenhan Liu, Sheng Chang, Hao Wang, Jin He, Qijun Huang
2019 J jnl
Acceleration of LSTM With Structured Pruning Method on FPGA.
IEEE Access
Shaorun Wang, Peng Lin, Ruihan Hu, Hao Wang, Jin He, Qijun Huang, Sheng Chang
2019 J jnl
Design of high-resolution quantization scheme with exp-Golomb code applied to compression of special images.
J. Vis. Commun. Image Represent.
Xiaoying Song, Bing Liu, Qijun Huang, Ruihan Hu
2019 J jnl
Efficient Multispike Learning for Spiking Neural Networks Using Probability-Modulated Timing Method.
IEEE Trans. Neural Networks Learn. Syst.
Ruihan Hu, Sheng Chang, Hao Wang, Jin He, Qijun Huang
2019 J jnl
Fully Memristive Neural Network Merging Image Preprocessing and Pattern Recognition.
CoRR
Zhiri Tang, Yanhua Chen, Ruihan Hu, Ruohua Zhu, Hao Wang, Jin He, Qijun Huang, Sheng Chang
2019 J jnl
Fully Memristive Spiking-Neuron Learning Framework and its Applications on Pattern Recognition and Edge Detection.
CoRR
Zhiri Tang, Yanhua Chen, Shizhuo Ye, Ruihan Hu, Qijun Huang, Sheng Chang
2019 J jnl
Influence of Compact Memristors' Stability on Machine Learning.
IEEE Access
Ruohua Zhu, Shizhuo Ye, Zhiri Tang, Peng Lin, Qijun Huang, Hao Wang, Jin He, Sheng Chang
2019 J jnl
Monitor-Based Spiking Recurrent Network for the Representation of Complex Dynamic Patterns.
Int. J. Neural Syst.
Ruihan Hu, Qijun Huang, Hao Wang, Jin He, Sheng Chang
2019 J jnl
Non-Spike Timing-Dependent Plasticity based Unsupervised Memristive Neural Networks with High Hardware Compatibility.
CoRR
Zhiri Tang, Yanhua Chen, Hao Wang, Jin He, Qijun Huang, Sheng Chang
2019 J jnl
SpikeCD: a parameter-insensitive spiking neural network with clustering degeneracy strategy.
Neural Comput. Appl.
Peng Lin, Sheng Chang, Hao Wang, Qijun Huang, Jin He
2019 J jnl
The MBPEP: a deep ensemble pruning algorithm providing high quality uncertainty prediction.
Appl. Intell.
Ruihan Hu, Qijun Huang, Sheng Chang, Hao Wang, Jin He
2019 J jnl
The MBPEP: a deep ensemble pruning algorithm providing high quality uncertainty prediction.
CoRR
Ruihan Hu, Qijun Huang, Sheng Chang, Hao Wang, Jin He
2018 J jnl
A D-Band Amplifier in 65 nm Bulk CMOS for Short-Distance Data Center Communication.
IEEE Access
Jiang Luo, Jin He, Guangyin Feng, Alit Apriyana, Ya Fang, Zhe Xue, Qijun Huang, Hao Yu
2018 J jnl
Lossless medical image compression using geometry-adaptive partitioning and least square-based prediction.
Medical Biol. Eng. Comput.
Xiaoying Song, Qijun Huang, Sheng Chang, Jin He, Hao Wang
2018 J jnl
Micro-Strip Line 90∘ Phase Shifter with Double Ground Slots for D-Band Applications.
J. Circuits Syst. Comput.
Jiang Luo, Jin He, Pengwei Chen, Hao Wang, Sheng Chang, Qijun Huang, Xurui Mao, Yueping Zhang
2018 J jnl
Multiple-feature-branch convolutional neural network for myocardial infarction diagnosis using electrocardiogram.
Biomed. Signal Process. Control.
Wenhan Liu, Qijun Huang, Sheng Chang, Hao Wang, Jin He
2018 J jnl
Real-Time Multilead Convolutional Neural Network for Myocardial Infarction Detection.
IEEE J. Biomed. Health Informatics
Wenhan Liu, Mengxin Zhang, Yidan Zhang, Yuan Liao, Qijun Huang, Sheng Chang, Hao Wang, Jin He
2018 J jnl
Tunable Surface-Plasmon-Polariton Filter Constructed By Corrugated Metallic Line and High Permittivity Material.
IEEE Access
Jiang Luo, Jin He, Alit Apriyana, Guangyin Feng, Qijun Huang, Yue Ping Zhang
2017 J jnl
A D-band SPST switch using parallel-stripline swap with defected ground structure.
IEICE Electron. Express
Jiang Luo, Jin He, Alit Apriyana, Guangyin Feng, Qijun Huang
2017 J jnl
Three-dimensional separate descendant-based SPIHT algorithm for fast compression of high-resolution medical image sequences.
IET Image Process.
Xiaoying Song, Qijun Huang, Sheng Chang, Jin He, Hao Wang
2016 — conf
Fully integrated pseudo differential K-band power amplifier in 0.13um standard CMOS.
ISIC
Pengwei Chen, Jin He, Jiang Luo, Hao Wang, Sheng Chang, Qijun Huang, Hao Yu, Xiaopeng Yu
2016 J jnl
Novel Near-Lossless Compression Algorithm for Medical Sequence Images with Adaptive Block-Based Spatial Prediction.
J. Digit. Imaging
Xiaoying Song, Qijun Huang, Sheng Chang, Jin He, Hao Wang
2014 — conf
A 150-GHz push-push VCO in 0.13-μm SiGe BiCMOS.
ISIC
Jiang Luo, Jin He, Hao Wang, Sheng Chang, Qijun Huang, Yong-Zhong Xiong
2014 J jnl
Fast reconstruction with adaptive sampling in block compressed imaging.
IEICE Electron. Express
Jun Luo, Qijun Huang, Sheng Chang, Hao Wang
2014 J jnl
Hardware efficient architecture for compressed imaging.
IEICE Electron. Express
Jun Luo, Qijun Huang, Sheng Chang, Hao Wang
2014 J jnl
High Precision Multicolorimetric Pyrometer With a Novel Photoelectric MOSFET.
IEEE Trans. Instrum. Meas.
Sheng Chang, Qijun Huang, Hao Wang, Mincai He, Feng Dai
2012 J jnl
An Implementation of SOPC-Based Neural Monitoring System.
IEEE Trans. Instrum. Meas.
Qijun Huang, Sheng Chang, Junqi Peng, Xueying Mao, You Zhou, Hao Wang