蒋爱民｜河海大学｜学者主页

2026

Joint Topology Identification and Signal Inference by Sem

Aimin Jiang, Rui Yang, Jie Zhou, Yibin Tang, Min Li, Yanping Zhu

Proceedings of the IEEE Sensor Array and Multichannel Signal Processing Workshop

DOI

2026

Latent Residual Diffusion for High-Quality LiDAR Point Cloud Completion

Chang Liu, Aimin Jiang, Ning Xu

Proceedings of the IEEE Sensor Array and Multichannel Signal Processing Workshop

DOI

2026

Node-Edge-Variant Distributed Graph Filter Design with Edge Sparsity

Rui Yang, Aimin Jiang, Yibin Tang, Min Li, Hon Keung Kwan

IEEE International Symposium on Circuits and Systems proceedings

DOI

2026

Latent Variable Estimation via Kernel and Graph for Gaussian Process Regression

Xiaoyu Miao, Ning Xu, Aimin Jiang, Xu Sun, Xintong Shi, Xuefen Kan, Jiejia Wang

IEEE International Conference on Acoustics Speech and Signal Processing

DOI

2026

ADHD Classification Using Graph Convolutional Networks via Alternating Node-Edge Updates

Yibin Tang, Wenhao Zhu, Xiaotong Wang, Yuan Gao, Aimin Jiang, Ying Chen

IEEE International Conference on Acoustics Speech and Signal Processing

DOI

2026

A Framework for Bipartite Graph Structure Learning Through Eigenvector Partitioning

Xintong Shi, Aimin Jiang, Rui Yang, Yibin Tang, Min Li, Yanping Zhu

IEEE International Conference on Acoustics Speech and Signal Processing

DOI

2026

Brain Functional Evolution in ADHD Subtypes Via Contrastive Learning

Yuan Gao, Jiahao Gao, Yibin Tang, Aimin Jiang, Ying Chen

IEEE International Conference on Acoustics Speech and Signal Processing

DOI

2026

HCGAN: Harmonic-Coupled Generative Adversarial Network for Speech Super-Resolution in Low-Bandwidth Scenarios

Xin Wang, Gao Y, Xiaotong Wang, Yibin Tang, Aimin Jiang, Ying Chen

IEEE International Conference on Acoustics Speech and Signal Processing

DOI

2026

Bipartite Graph Approximation and Inference: An Eigenstructure-Based Approach

Xintong Shi, Aimin Jiang, Rui Yang, Min Li, Yanping Zhu, Hon Keung Kwan

IEEE Transactions on Signal Processing

DOI

2026

Node-Edge-Variant Graph Filter Design for Sparse Edge-weighted Graphs

Changlin Yang, Aimin Jiang, Yibin Tang, Min Li, Hon Keung Kwan

IEEE Transactions on Circuits & Systems II Express Briefs

DOI

2025

Mechanistic insights into taxane-induced psychiatric adverse events: a global pharmacovigilance and experimental investigation

Anqi Lin, Yiyin Mai, Guichuan Lai, Zhengrui Li, Junyi Shen, Hank Z. H. Wong, Nan Zhang, Jian Zhang, Kailai Li, Quan Cheng, Bicheng Ye, Aimin Jiang, Peng Luo, Guiqing Jia, Qunqing Chen

Molecular Psychiatry

DOI

2025

[Review] Computational frameworks transform antagonism to synergy in optimizing combination therapies

Jinghong Chen, Anqi Lin, Aimin Jiang, Chang Qi, Zaoqu Liu, Quan Cheng, Shuofeng Yuan, Peng Luo

Npj Digital Medicine，Vol. 8, No. 10

DOI

2025

MUFFIN-HGCN: Multi-Feature Fusion Hierarchical-GCN for 3D Object Detection

Chang Liu, Aimin Jiang, Jia Zhou, Min Li, Yanping Zhu, Hon Keung Kwan

IEEE Transactions on Vehicular Technology

DOI

2025

Depth Completion With Super-Resolution and Cross-Modality Optimization

Ju Zhong, Aimin Jiang, Chang Liu, Ning Xu, Yanping Zhu

IEEE Robotics and Automation Letters

DOI

2025

Anxiety disorder identification with biomarker detection through subspace-enhanced hypergraph neural network

Yibin Tang, Jikang Ding, Ying Chen, Yuan Gao, Aimin Jiang, Chun Wang

Neural Networks

DOI

2024

Multiclass Classification Framework of Motor Imagery EEG by Riemannian Geometry Networks

Yuxuan Shi, Aimin Jiang, Ju Zhong, Min Li, Yanping Zhu

IEEE Journal of Biomedical and Health Informatics

DOI

2024

3D Point Cloud Semantic Segmentation Based on Diffusion Model

Chang Liu, Aimin Jiang, Yibin Tang, Yanping Zhu, Qi Chen

IEEE International Conference on Acoustics Speech and Signal Processing

DOI

2024

ADHD Diagnosis and Biomarker Detection Based on Multimodal Graph Convolutional Neural Network

Yuan Gao, Xiaotong Wang, Aimin Jiang, Ying Chen, Yibin Tang

IEEE International Conference on Acoustics Speech and Signal Processing

DOI

2024

Joint Spatio-Temporal Filtering of Motion Imagery EEG Signals for Data Alignment in Transfer Learning

Aimin Jiang, Shanshan Hou, Yibin Tang, Yanping Zhu

IEEE International Conference on Acoustics Speech and Signal Processing

DOI

2024

High-Accuracy Anxiety Disorder Identification Through Subspace-Enhanced Hypergraph Neural Network

Yibin Tang, Jikang Ding, Aimin Jiang, Chun Wang, Yuan Gao

IEEE International Conference on Acoustics Speech and Signal Processing

DOI

2024

Bipartite Graph Approximation by Eigenvalue Optimization

Aimin Jiang, Xintong Shi, Yibin Tang, Yanping Zhu, Hon Keung Kwan

IEEE Transactions on Signal and Information Processing over Networks

DOI

2023

3D Single Target Tracking Algorithm Based on Dynamic Search Center

Yanping Zhu, Qi Chen, Aimin Jiang, Chenyang Zhu, Chang Liu, Wenlong Chen

IEEE International Conference on Parallel and Distributed Systems (ICPADS)

DOI

2023

ARMA Graph Filter Design by Least Squares Method Using Reciprocal Polynomial and Second-order Factorization

Luming Xu, Aimin Jiang, Min Li, Yibin Tang, Yanping Zhu

International Congress on Image and Signal Processing, BioMedical Engineering and Informatics (CISP-BMEI)

DOI

2023

Spatio-Temporal Joint Filtering for Transfer Learning in Brain-Computer Interface of Motion Imaginery

Shanshan Hou, Aimin Jiang, Yibin Tang, Min Li, Yanping Zhu

International Congress on Image and Signal Processing, BioMedical Engineering and Informatics (CISP-BMEI)

DOI

2023

A Rank Constrained Approach for Graph Learning from Spatio-Temporal Signals

Ziqian Yue, Aimin Jiang, Xintong Shi

International Congress on Image and Signal Processing, BioMedical Engineering and Informatics (CISP-BMEI)

DOI

2023

GraphSAGE-Based Dynamic Spatial–Temporal Graph Convolutional Network for Traffic Prediction

Tao Liu, Aimin Jiang, Jia Zhou, Min Li, Hon Keung Kwan

IEEE Transactions on Intelligent Transportation Systems

DOI

2023

ADHD Classification with Biomarker Identification Using a Triplet Loss Attention Auto-Encoding Network

Yibin Tang, Ying Chen, Yuan Gao, Aimin Jiang, Lin Zhou

IEEE International Conference on Acoustics Speech and Signal Processing

DOI

2023

ADHD classification combining biomarker detection with attention auto-encoding neural network

Ying Chen, Yuan Gao, Aimin Jiang, Yibin Tang, Chun Wang

Biomedical Signal Processing and Control

DOI

2022

Sparse to Dense: LiDAR Point Cloud Upsampling by Multi-modal GAN

Chang Liu, Aimin Jiang, Hon Keung Kwan

IEEE Region 10 Conference (TENCON)

DOI

2022

LMENet: A lightweight multiscale efficient convolutional neural network for image denoising

Yibin Tang, Xiaotong Wang, Jianhu Zhu, Yuan Gao, Aimin Jiang

IEEE Region 10 Conference (TENCON)

DOI

2022

3D Object Tracking with Reduced Cumulative Error on Sparse Point Clouds

Qi Chen, Yanping Zhu, Dong Zhu, Aimin Jiang

IEEE Region 10 Conference (TENCON)

DOI

2022

Internet of Drones: Routing Algorithms, Techniques and Challenges

Syed Kamran Haider, Ali Nauman, Muhammad Ali Jamshed, Aimin Jiang, Sahar Batool, Sung Won Kim

Mathematics

DOI

2022

Kernel Regression for Matrix-Variate Gaussian Distributed Signals Over Sample Graphs

Xiaoyu Miao, Aimin Jiang, Tao Liu, Yanping Zhu, Hon Keung Kwan

IEEE Transactions on Signal and Information Processing over Networks

DOI

2021

Energy Efficient UAV Flight Path Model for Cluster Head Selection in Next-Generation Wireless Sensor Networks

Syed Kamran Haider, Aimin Jiang, Ahmad Almogren, Ateeq Ur Rehman, Abbas Ahmed, Wali Ullah Khan, Habib Hamam

Sensors

DOI

2021

Multiscale increment entropy: An approach for quantifying the physiological complexity of biomedical time series

Xue Wang, Xiaofeng Liu, Wei Pang, Aimin Jiang

Information Sciences

DOI

2021

ADHD classification using auto-encoding neural network and binary hypothesis testing

Yibin Tang, Jia Sun, Chun Wang, Yuan Zhong, Aimin Jiang, Gang Liu, Xiaofeng Liu

Artificial Intelligence in Medicine

DOI

2021

Graph-Based Dynamic Modeling and Traffic Prediction of Urban Road Network

Tao Liu, Aimin Jiang, Xiaoyu Miao, Yibin Tang, Yanping Zhu, Hon Keung Kwan

IEEE Sensors Journal

DOI

2021

Dynamic Graph Convolutional Network: A Topology Optimization Perspective

Bowen Deng, Aimin Jiang

IEEE International Workshop on Machine Learning for Signal Processing (MLSP)

DOI

2021

Combination of EOG and EEG for emotion recognition over different window sizes

Huili Cai, Xiaofeng Liu, Aimin Jiang, Rongrong Ni, Xu Zhou, Angelo Cangelosi

IEEE International Conference on Human-Machine Systems (ICHMS)

DOI

2021

Adaptive Graph Filtering with Intra-Patch Pixel Smoothing for Image Denoising

Yibin Tang, Jia Sun, Aimin Jiang, Ying Chen, Lin Zhou

Circuits Systems and Signal Processing

DOI

2021

Guided Intra-Patch Smoothing Graph Filtering for Single-Image Denoising

Yibin Tang, Ying Chen, Aimin Jiang, Jian Li, Yan Ling Zhou, Hon Keung Kwan

Computers, materials & continua/Computers, materials & continua (Print)

DOI

2020

Gaussian Processes Regression with Joint Learning of Precision Matrix

Xiaoyu Miao, Aimin Jiang, Ning Xu

European Signal Processing Conference (EUSIPCO)

DOI

2020

Graph Regularized Subspace Clustering via Low-Rank Decomposition

Aimin Jiang, Weigao Cheng, Jing Shang, Xiaoyu Miao, Yanping Zhu

European Signal Processing Conference (EUSIPCO)

DOI

2020

Sparse CSP Algorithm via Joint Spatio-Temporal Filtering

Aimin Jiang, Jing Shang, Weigao Cheng, Xiaofeng Liu, Hon Keung Kwan, Yanping Zhu

IEEE International Conference on Acoustics Speech and Signal Processing

DOI

2020

High-Accuracy Classification of Attention Deficit Hyperactivity Disorder with L2,1-Norm Linear Discriminant Analysis

Yibin Tang, Xufei Li, Ying Chen, Yuan Zhong, Aimin Jiang, Xiaofeng Liu

IEEE International Conference on Acoustics Speech and Signal Processing

DOI

2020

Efficient CSP Algorithm With Spatio-Temporal Filtering for Motor Imagery Classification

Aimin Jiang, Jing Shang, Xiaofeng Liu, Yibin Tang, Hon Keung Kwan, Yanping Zhu

IEEE Transactions on Neural Systems and Rehabilitation Engineering

DOI

2020

Identification and role of opinion leaders in information diffusion for online discussion network

Ateeq Ur Rehman, Aimin Jiang, Abdul Rehman, Anand Paul, Sadia Din, Muhammad Tariq Sadiq

Journal of Ambient Intelligence and Humanized Computing

DOI

2020

High-Accuracy Classification of Attention Deficit Hyperactivity Disorder With l 2,1-Norm Linear Discriminant Analysis and Binary Hypothesis Testing

Yibin Tang, Xufei Li, Ying Chen, Yuan Zhong, Aimin Jiang, Chun Wang

IEEE Access

DOI

2020

Joint Sampling Rate and Quantization Rate-Distortion Analysis in 5G Compressive Video Sensing

Jinxiu Zhu, Christian Esposito, Aimin Jiang, Ning Cao, Pankoo Kim

2019

Weighted Based Trustworthiness Ranking in Social Internet of Things by using Soft Set Theory

Ateeq Ur Rehman, Aimin Jiang, Abdul Rehman, Anand Paul

IEEE International Conference on Computer and Communications (ICCC)

DOI

2019

Sparse FIR Filter Design via Partial 1-Norm Optimization

Aimin Jiang, Hon Keung Kwan, Yibin Tang, Yanping Zhu

IEEE Transactions on Circuits & Systems II Express Briefs

DOI

2019

UAV-assisted Cluster-head Selection Mechanism for Wireless Sensor Network Applications

Syed Kamran Haider, Muhammad Ali Jamshed, Aimin Jiang, Haris Pervaiz, Qiang Ni

DOI

2019

An Energy Efficient Cluster-Heads Re-Usability Mechanism for Wireless Sensor Networks

Syed Kamran Haider, Muhammad Ali Jamshed, Aimin Jiang, Haris Pervaiz

IEEE International Conference on Communications workshops

DOI

2019

Stable ARMA Graph Filter Design via Partial Second-Order Factorization

Aimin Jiang, Beilu Ni, Jiaan Wan, Hon Keung Kwan

IEEE International Symposium on Circuits and Systems proceedings

DOI

2019

ADMM-based Bipartite Graph Approximation

Aimin Jiang, Jiaan Wan, Yibin Tang, Beilu Ni, Yanping Zhu

IEEE International Conference on Acoustics Speech and Signal Processing

DOI

2019

Identifying ADHD Individuals From Resting-State Functional Connectivity Using Subspace Clustering and Binary Hypothesis Testing

Yibin Tang, Chun Wang, Ying Chen, Ning Sun, Aimin Jiang, Zhishun Wang

Journal of Attention Disorders

DOI

2018

Performance Enhancement in P300 ERP Single Trial by Machine Learning Adaptive Denoising Mechanism

Syed Kamran Haider, Aimin Jiang, Muhammad Ali Jamshed, Haris Pervaiz, Shahid Mumtaz

IEEE Networking Letters

DOI

2018

Robust Image Hashing Based on Hybrid Approach of Scale-Invariant Feature Transform and Local Binary Patterns

Ping Wang, Aimin Jiang, Yuan Cao, Yuan Gao, Rongjun Tan, Haixia He, Mingrui Zhou

IEEE International Conference on Digital Signal Processing (DSP)

DOI

2018

Epileptic Seizure Detection Using Deep Convolutional Network

Lang Zou, Xiaofeng Liu, Aimin Jiang, Xu Zhousp

IEEE International Conference on Digital Signal Processing (DSP)

DOI

2018

Sparse Common Spatial Pattern for EEG Channel Reduction in Brain-Computer Interfaces

Aimin Jiang, Qing Wang, Jing Shang, Xiaofeng Liu

IEEE International Conference on Digital Signal Processing (DSP)

DOI

2018

Sparse Linear Phase FIR Filter Design using Iterative CSA

Hon Keung Kwan, Jiajun Liang, Aimin Jiang

IEEE International Conference on Digital Signal Processing (DSP)

DOI

2018

LSTM-Based EEG Classification in Motor Imagery Tasks

Ping Wang, Aimin Jiang, Xiaofeng Liu, Jing Shang, Li Zhang

IEEE Transactions on Neural Systems and Rehabilitation Engineering

DOI

2018

ADMM-Based Sensor Network Localization Using Low-Rank Approximation

Yanping Zhu, Aimin Jiang, Hon Keung Kwan

IEEE Sensors Journal

DOI

2018

Sparse FIR Filter Design Using Artificial Bee Colony Algorithm

Rija Raju, Hon Keung Kwan, Aimin Jiang

Conference proceedings

DOI

2018

Sparse FIR Filter Design using Iterative MOCSA

Hon Keung Kwan, Jiajun Liang, Aimin Jiang

Conference proceedings

DOI

2018

ADMM-Based TDOA Estimation

Yanping Zhu, Bowen Deng, Aimin Jiang, Xiaofeng Liu, Yibin Tang, Xiao Lan Yao

IEEE Communications Letters

DOI

2018

Appropriate use of the increment entropy for electrophysiological time series

Xiaofeng Liu, Xue Wang, Xu Zhou, Aimin Jiang

Computers in Biology and Medicine

DOI

2018

Trajectory Tracking of an Omni-Directional Wheeled Mobile Robot Using a Model Predictive Control Strategy

Chengcheng Wang, Xiaofeng Liu, Xianqiang Yang, Fang Hu, Aimin Jiang, Chenguang Yang

Applied Sciences

DOI

2018

Research on Speech Under Stress Based on Glottal Source Using a Physical Speech Production Model

Xiao Lan Yao, Ning Xu, Xiaofeng Liu, Aimin Jiang, Xuewu Zhang

IEEE Access

DOI

2017

Learning a robust DOA estimation model with acoustic vector sensor cues

Yuexian Zou, Rongzhi Gu, Disong Wang, Aimin Jiang, Christian H. Ritz

Asia-Pacific Signal and Information Processing Association Annual Summit and Conference (APSIPA ASC)

DOI

2017

Improving Video Segmentation by Fusing Depth Cues and the Visual Background Extractor (ViBe) Algorithm

Xiaoqin Zhou, Xiaofeng Liu, Aimin Jiang, Bin Yan, Chenguang Yang

Sensors

DOI

2017

Sparse FIR filter design via partial L1 optimization

Zheng Li, Aimin Jiang, Hon Keung Kwan

IEEE International Symposium on Circuits and Systems proceedings

DOI

2017

Sparse representation and low-rank approximation for sensor signal processing

Yanping Zhu, Aimin Jiang, Xiaofeng Liu, Hon Keung Kwan

IEEE Canadian Conference on Electrical and Computer Engineering (CCECE)

DOI

2017

Sparse minimum-phase FIR filter design by SDP

Aimin Jiang, Hon Keung Kwan, Xiaofeng Liu, Yanping Zhu

IEEE Canadian Conference on Electrical and Computer Engineering (CCECE)

DOI

2017

EEG channel optimization via sparse common spatial filter

Quan Zhou, Aimin Jiang, Xiaofeng Liu

IEEE International Conference on Acoustics Speech and Signal Processing

DOI

2017

Study on Detection of P300 ERP Component in EEG Signals and Algorithms

Syed Kamran Haider, Aimin Jiang, Shahzad Ashraf, Inam Ullah

Annual International Conference on Electronics, Electrical Engineering and Information Science (EEEIS)

DOI

2017

Evaluation of P300 based Lie Detection Algorithm

Syed Kamran Haider, Malik Imran Daud, Aimin Jiang, Zubair Khan

2016

Efficient design of FIR filters using common subexpression elimination

Hui Liu, Aimin Jiang

International Conference on Wireless Communications and Signal Processing (WCSP)

DOI

2016

Image denoising with expected patch log likelihood using eigenvectors of graph Laplacian

Yibin Tang, Ying Chen, Ning Xu, Aimin Jiang, Yuan Gao

IEEE International Conference on Digital Signal Processing (DSP)

DOI

2016

Localization of sensor networks via low rank approximation

Yanping Zhu, Aimin Jiang, Hon Keung Kwan

IEEE International Conference on Digital Signal Processing (DSP)

DOI

2016

Hybrid framework for image denoising with patch prior estimation

Ying Chen, Yibin Tang, Lin Zhou, Aimin Jiang, Ning Xu

IEEE International Conference on Digital Signal Processing (DSP)

DOI

2016

Dynamical modelling collective behavior through adaptation to topological neighbors

Xiaofeng Liu, Aimin Jiang, Ning Zhou Xu

International Conference on Wireless Communications and Signal Processing (WCSP)

DOI

2016

Peak-error-constrained sparse FIR filter design using iterative L1 optimization

Aimin Jiang, Hon Keung Kwan, Yanping Zhu, Xiaofeng Liu, Ning Xu, Xiao Lan Yao

European Signal Processing Conference (EUSIPCO)

DOI

2016

High quality voice conversion by post-filtering the outputs of Gaussian processes

Ning Xu, Xiao Lan Yao, Aimin Jiang, Xiaofeng Liu, Jingyi Bao

European Signal Processing Conference (EUSIPCO)

DOI

2016

Image denoising via group sparse eigenvectors of Graph Laplacian

Yibin Tang, Ying Chen, Ning Xu, Aimin Jiang, Lin Zhou

European Signal Processing Conference (EUSIPCO)

DOI

2016

Poster

Chaosheng Xiang, Xiaofeng Liu, Aimin Jiang, Bin Yan, Jing Xia

Annual International Conference on Mobile Systems, Applications, and Services Companion (MobiSys Companion)

DOI

2016

IIR digital filter design by partial second-order factorization and iterative WLS approach

Aimin Jiang, Hon Keung Kwan, Yanping Zhu, Ning Xu, Xiaofeng Liu

IEEE International Symposium on Circuits and Systems proceedings

DOI

2016

Correction on Liu, X.; Jiang, A.; Xu, N.; Xue, J. Increment Entropy as a Measure of Complexity for Time Series. Entropy 2016, 18, 22

Xiaofeng Liu, Aimin Jiang, Ning Xu, Jianru Xue

Entropy

DOI

2016

Efficient WLS Design of IIR Digital Filters Using Partial Second-Order Factorization

Aimin Jiang, Hon Keung Kwan, Yanping Zhu, Ning Xu, Xiaofeng Liu

IEEE Transactions on Circuits & Systems II Express Briefs

DOI

2016

Increment Entropy as a Measure of Complexity for Time Series

Xiaofeng Liu, Aimin Jiang, Ning Xu, Jianru Xue

Entropy

DOI

2016

Image denoising via sparse coding using eigenvectors of graph Laplacian

Yibin Tang, Ying Chen, Ning Xu, Aimin Jiang, Lin Zhou

Digital Signal Processing

DOI

2015

Image denoising via sparse approximation using eigenvectors of graph Laplacian

Yibin Tang, Ying Chen, Ning Xu, Aimin Jiang, Yuan Gao

Visual Communications and Image Processing

DOI

2015

Collaborative Bicycle Sensing for Air Pollution on Roadway

Xiaofeng Liu, Chaosheng Xiang, Bin Li, Aimin Jiang

DOI

2015

Distributed sensor network localization using combination and diffusion scheme

Yanping Zhu, Aimin Jiang, Hon Keung Kwan, Keren He

IEEE International Conference on Digital Signal Processing (DSP)

DOI

2015

Minimax design of IIR digital filters using partial second-order factor updates

Aimin Jiang, Hon Keung Kwan, Yanping Zhu, Ning Xu, Xiaofeng Liu

IEEE International Conference on Digital Signal Processing (DSP)

DOI

2015

A bicycle-borne sensor for monitoring air pollution near roadways

Xiaofeng Liu, Bin Li, Aimin Jiang, Shixin Qi, Chaosheng Xiang, Ning Zhou Xu

IEEE International Conference on Consumer Electronics - Taiwan (ICCE-Taiwan)

DOI

2015

Movement imitation underlying coaching platform for children with ASD

Xiaofeng Liu, Ce Liu, Xu Zhou, Xiaoqin Zhou, Aimin Jiang

IEEE International Conference on Consumer Electronics - Taiwan (ICCE-Taiwan)

DOI

2015

Voice conversion based on empirical conditional distribution in resource-limited scenarios

Ning Xu, Yibin Tang, Jingyi Bao, Xiao Lan Yao, Aimin Jiang, Xiaofeng Liu

IEEE International Conference on Consumer Electronics - Taiwan (ICCE-Taiwan)

DOI

2015

IIR filter design with novel stability condition

Aimin Jiang, Hon Keung Kwan, Xiaofeng Liu, Ning Xu, Yibin Tang, Yanping Zhu

IEEE International Symposium on Circuits and Systems proceedings

DOI

2014

Design of Sparse FIR Filters With Joint Optimization of Sparsity and Filter Order

Aimin Jiang, Hon Keung Kwan, Yanping Zhu, Xiaofeng Liu, Ning Xu, Yibin Tang

IEEE Transactions on Circuits and Systems I Regular Papers

DOI

2014

Image denoising via sparse representation using rotational dictionary

Yibin Tang, Aimin Jiang, Ning Xu, Changping Zhu

DOI

2014

Speech enhancement via sparse coding with ideal binary mask

Juan Sun, Yibin Tang, Aimin Jiang, Ning Xu, Lin Zhou

DOI

2014

Tortuosity entropy: A measure of spatial complexity of behavioral changes in animal movement

Xiaofeng Liu, Ning Xu, Aimin Jiang

Journal of Theoretical Biology

DOI

2014

Efficient design of FIR filters with minimum filter orders using l0-norm optimization

Aimin Jiang, Hon Keung Kwan, Yanping Zhu

DOI

2014

Efficient design of sparse FIR filters with optimized filter length

Aimin Jiang, Hon Keung Kwan, Yibin Tang, Yanping Zhu

IEEE International Symposium on Circuits and Systems proceedings

DOI

2014

Source localization in wireless sensor network via second-order cone programming

Yanping Zhu, Aimin Jiang, K.R. He

DOI

2013

Designs of FIR filters with optimized group delay

Aimin Jiang, Hon Keung Kwan, Yanping Zhu

International Conference on Information, Communications & Signal Processing (ICICS)

DOI

2013

WLS Design of Sparse FIR Digital Filters

Aimin Jiang, Hon Keung Kwan

IEEE Transactions on Circuits and Systems I Regular Papers

DOI

2012

Peak-Error-Constrained Sparse FIR Filter Design Using Iterative SOCP

Aimin Jiang, Hon Keung Kwan, Yanping Zhu

IEEE Transactions on Signal Processing

DOI

2012

Efficient design of sparse FIR filters in WLS sense

Aimin Jiang, Hon Keung Kwan

IEEE International Symposium on Circuits and Systems proceedings

DOI

2012

Minimax design of sparse FIR digital filters

Aimin Jiang, Hon Keung Kwan, Yanping Zhu, Xiaofeng Liu

IEEE International Conference on Acoustics Speech and Signal Processing

DOI

精选作品

期刊论文

Joint Topology Identification and Signal Inference by Sem

Latent Residual Diffusion for High-Quality LiDAR Point Cloud Completion

Node-Edge-Variant Distributed Graph Filter Design with Edge Sparsity

Latent Variable Estimation via Kernel and Graph for Gaussian Process Regression

ADHD Classification Using Graph Convolutional Networks via Alternating Node-Edge Updates

A Framework for Bipartite Graph Structure Learning Through Eigenvector Partitioning

Brain Functional Evolution in ADHD Subtypes Via Contrastive Learning

HCGAN: Harmonic-Coupled Generative Adversarial Network for Speech Super-Resolution in Low-Bandwidth Scenarios

Bipartite Graph Approximation and Inference: An Eigenstructure-Based Approach

Node-Edge-Variant Graph Filter Design for Sparse Edge-weighted Graphs

Mechanistic insights into taxane-induced psychiatric adverse events: a global pharmacovigilance and experimental investigation

[Review] Computational frameworks transform antagonism to synergy in optimizing combination therapies

MUFFIN-HGCN: Multi-Feature Fusion Hierarchical-GCN for 3D Object Detection

Depth Completion With Super-Resolution and Cross-Modality Optimization

Anxiety disorder identification with biomarker detection through subspace-enhanced hypergraph neural network

Multiclass Classification Framework of Motor Imagery EEG by Riemannian Geometry Networks

3D Point Cloud Semantic Segmentation Based on Diffusion Model

ADHD Diagnosis and Biomarker Detection Based on Multimodal Graph Convolutional Neural Network

Joint Spatio-Temporal Filtering of Motion Imagery EEG Signals for Data Alignment in Transfer Learning

High-Accuracy Anxiety Disorder Identification Through Subspace-Enhanced Hypergraph Neural Network

Bipartite Graph Approximation by Eigenvalue Optimization

3D Single Target Tracking Algorithm Based on Dynamic Search Center

ARMA Graph Filter Design by Least Squares Method Using Reciprocal Polynomial and Second-order Factorization

Spatio-Temporal Joint Filtering for Transfer Learning in Brain-Computer Interface of Motion Imaginery

A Rank Constrained Approach for Graph Learning from Spatio-Temporal Signals

GraphSAGE-Based Dynamic Spatial–Temporal Graph Convolutional Network for Traffic Prediction

ADHD Classification with Biomarker Identification Using a Triplet Loss Attention Auto-Encoding Network

ADHD classification combining biomarker detection with attention auto-encoding neural network

Sparse to Dense: LiDAR Point Cloud Upsampling by Multi-modal GAN

LMENet: A lightweight multiscale efficient convolutional neural network for image denoising

3D Object Tracking with Reduced Cumulative Error on Sparse Point Clouds

Internet of Drones: Routing Algorithms, Techniques and Challenges

Kernel Regression for Matrix-Variate Gaussian Distributed Signals Over Sample Graphs

Energy Efficient UAV Flight Path Model for Cluster Head Selection in Next-Generation Wireless Sensor Networks

Multiscale increment entropy: An approach for quantifying the physiological complexity of biomedical time series

ADHD classification using auto-encoding neural network and binary hypothesis testing

Graph-Based Dynamic Modeling and Traffic Prediction of Urban Road Network

Dynamic Graph Convolutional Network: A Topology Optimization Perspective

Combination of EOG and EEG for emotion recognition over different window sizes

Adaptive Graph Filtering with Intra-Patch Pixel Smoothing for Image Denoising

Guided Intra-Patch Smoothing Graph Filtering for Single-Image Denoising

Gaussian Processes Regression with Joint Learning of Precision Matrix

Graph Regularized Subspace Clustering via Low-Rank Decomposition

Sparse CSP Algorithm via Joint Spatio-Temporal Filtering

High-Accuracy Classification of Attention Deficit Hyperactivity Disorder with L2,1-Norm Linear Discriminant Analysis

Efficient CSP Algorithm With Spatio-Temporal Filtering for Motor Imagery Classification

Identification and role of opinion leaders in information diffusion for online discussion network

High-Accuracy Classification of Attention Deficit Hyperactivity Disorder With l 2,1-Norm Linear Discriminant Analysis and Binary Hypothesis Testing

Joint Sampling Rate and Quantization Rate-Distortion Analysis in 5G Compressive Video Sensing

Weighted Based Trustworthiness Ranking in Social Internet of Things by using Soft Set Theory

Sparse FIR Filter Design via Partial 1-Norm Optimization

UAV-assisted Cluster-head Selection Mechanism for Wireless Sensor Network Applications

An Energy Efficient Cluster-Heads Re-Usability Mechanism for Wireless Sensor Networks

Stable ARMA Graph Filter Design via Partial Second-Order Factorization

ADMM-based Bipartite Graph Approximation

Identifying ADHD Individuals From Resting-State Functional Connectivity Using Subspace Clustering and Binary Hypothesis Testing

Performance Enhancement in P300 ERP Single Trial by Machine Learning Adaptive Denoising Mechanism

Robust Image Hashing Based on Hybrid Approach of Scale-Invariant Feature Transform and Local Binary Patterns

Epileptic Seizure Detection Using Deep Convolutional Network

Sparse Common Spatial Pattern for EEG Channel Reduction in Brain-Computer Interfaces

Sparse Linear Phase FIR Filter Design using Iterative CSA

LSTM-Based EEG Classification in Motor Imagery Tasks

ADMM-Based Sensor Network Localization Using Low-Rank Approximation

Sparse FIR Filter Design Using Artificial Bee Colony Algorithm

Sparse FIR Filter Design using Iterative MOCSA

ADMM-Based TDOA Estimation

Appropriate use of the increment entropy for electrophysiological time series

Trajectory Tracking of an Omni-Directional Wheeled Mobile Robot Using a Model Predictive Control Strategy

Research on Speech Under Stress Based on Glottal Source Using a Physical Speech Production Model

Learning a robust DOA estimation model with acoustic vector sensor cues

Improving Video Segmentation by Fusing Depth Cues and the Visual Background Extractor (ViBe) Algorithm

Sparse FIR filter design via partial L1 optimization

Sparse representation and low-rank approximation for sensor signal processing

Sparse minimum-phase FIR filter design by SDP

EEG channel optimization via sparse common spatial filter

Study on Detection of P300 ERP Component in EEG Signals and Algorithms

Evaluation of P300 based Lie Detection Algorithm

Efficient design of FIR filters using common subexpression elimination