Jianhai Zhang

Publication Activity (10 Years)

Years Active: 2007-2024
Publications (10 Years): 82

Top Topics

Emotion Recognition

Event Extraction

Top Venues

Biomed. Signal Process. Control.

Publications

Guang Lin, Zerui Tao, Jianhai Zhang, Toshihisa Tanaka, Qibin Zhao
Robust Diffusion Models for Adversarial Purification. CoRR (2024)
Peng Liu, Xiaolong Yuan, Qiang Han, Baowen Xing, Xiaolian Hu, Jianhai Zhang
Micro-defect Varifocal Network: Channel attention and spatial feature fusion for turbine blade surface micro-defect detection. Eng. Appl. Artif. Intell. 133 (2024)
Guang Lin, Chao Li, Jianhai Zhang, Toshihisa Tanaka, Qibin Zhao
Adversarial Training on Purification (AToP): Advancing Both Robustness and Generalization. CoRR (2024)
Lei Zhu, Jie Yuan, Aiai Huang, Jianhai Zhang
A coarse-to-fine adaptive spatial-temporal graph convolution network with residuals for motor imagery decoding from the same limb. Biomed. Signal Process. Control. 90 (2024)
Lei Zhu, Fei Yu, Aiai Huang, Nanjiao Ying, Jianhai Zhang
Instance-representation transfer method based on joint distribution and deep adaptation for EEG emotion recognition. Medical Biol. Eng. Comput. 62 (2) (2024)
Guang Lin, Chao Li, Jianhai Zhang, Toshihisa Tanaka, Qibin Zhao
Adversarial Training on Purification (AToP): Advancing Both Robustness and Generalization. ICLR (2024)
Kun Yang, Xiliang Yang, Ruochen Li, Keze Zhang, Li Zhu, Jianhai Zhang, Jing Xu
Identifying multilayer differential core networks and effective discriminant features for driver fatigue detection. Biomed. Signal Process. Control. 90 (2024)
Kun Yang, Ruochen Li, Jing Xu, Li Zhu, Wanzeng Kong, Jianhai Zhang
DSFE: Decoding EEG-Based Finger Motor Imagery Using Feature-Dependent Frequency, Feature Fusion and Ensemble Learning. IEEE J. Biomed. Health Informatics 28 (8) (2024)
Bing Yang, Xueqin Xiang, Wanzeng Kong, Jianhai Zhang, Yong Peng
DMF-GAN: Deep Multimodal Fusion Generative Adversarial Networks for Text-to-Image Synthesis. IEEE Trans. Multim. 26 (2024)
Kun Yang, Zhenning Yao, Keze Zhang, Jing Xu, Li Zhu, Shichao Cheng, Jianhai Zhang
Automatically Extracting and Utilizing EEG Channel Importance Based on Graph Convolutional Network for Emotion Recognition. IEEE J. Biomed. Health Informatics 28 (8) (2024)
Wanzeng Kong, Shijie Guo, Yanfang Long, Yong Peng, Hong Zeng, Xinyu Zhang, Jianhai Zhang
Weighted extreme learning machine for P300 detection with application to brain computer interface. J. Ambient Intell. Humaniz. Comput. 14 (11) (2023)
Jianhai Zhang, Fouzi Bala, Petra Cimflova, Nishita Singh, Faysal Benali, Michael D. Hill, Bijoy K. Menon, Wu Qiu
SPD matrices representing artery anatomy for first-pass effect prediction by aggregated networks with multi-scale attentions. Comput. methods Biomech. Biomed. Eng. Imaging Vis. 11 (4) (2023)
Yunyuan Gao, Yici Liu, Qingshan She, Jianhai Zhang
Domain Adaptive Algorithm Based on Multi-Manifold Embedded Distributed Alignment for Brain-Computer Interfaces. IEEE J. Biomed. Health Informatics 27 (1) (2023)
Yuliang Ma, Liping Wu, Yunyuan Gao, Farong Gao, Jianhai Zhang, Zhizeng Luo
ULFAC-Net: Ultra-Lightweight Fully Asymmetric Convolutional Network for Skin Lesion Segmentation. IEEE J. Biomed. Health Informatics 27 (6) (2023)
Lei Chen, Qingshan She, Ming Meng, Qizhong Zhang, Jianhai Zhang
Similarity constraint style transfer mapping for emotion recognition. Biomed. Signal Process. Control. 80 (Part) (2023)
Jianhai Zhang, Tonghua Wan, Ethan MacDonald, Bijoy K. Menon, Aravind Ganesh, Qiu Wu
Synchronous Image-Label Diffusion Probability Model with Application to Stroke Lesion Segmentation on Non-contrast CT. CoRR (2023)
Junfeng Tian, Hehong Chen, Guohai Xu, Ming Yan, Xing Gao, Jianhai Zhang, Chenliang Li, Jiayi Liu, Wenshen Xu, Haiyang Xu, Qi Qian, Wei Wang, Qinghao Ye, Jiejing Zhang, Ji Zhang, Fei Huang, Jingren Zhou
ChatPLUG: Open-Domain Generative Dialogue System with Internet-Augmented Instruction Tuning for Digital Human. CoRR (2023)
Jieping Zhu, Lei Zhu, Wangpan Ding, Nanjiao Ying, Ping Xu, Jianhai Zhang
An improved feature extraction method using low-rank representation for motor imagery classification. Biomed. Signal Process. Control. 80 (Part) (2023)
Jiajia Tang, Ming Hou, Xuanyu Jin, Jianhai Zhang, Qibin Zhao, Wanzeng Kong
Tree-Based Mix-Order Polynomial Fusion Network for Multimodal Sentiment Analysis. Syst. 11 (1) (2023)
Xianxiong Zhang, Qingshan She, Tongcai Tan, Yunyuan Gao, Yuliang Ma, Jianhai Zhang
Multi-Source geometric metric transfer learning for EEG classification. Biomed. Signal Process. Control. 81 (2023)
Guang Lin, Jianhai Zhang
Multi-Subdomain Adversarial Network for Cross-Subject EEG-based Emotion Recognition. CoRR (2023)
Jianhai Zhang, Mieradilijiang Maimaiti, Gao Xing, Yuanhang Zheng, Ji Zhang
MGIMN: Multi-Grained Interactive Matching Network for Few-shot Text Classification. NAACL-HLT (2022)
Jinchao Zheng, Rubin Wang, Wanzeng Kong, Jianhai Zhang
A new patterns of self-organization activity of brain: Neural energy coding. Inf. Sci. 608 (2022)
Xuying Xu, Zhenyu Zhu, Yihong Wang, Rubin Wang, Wanzeng Kong, Jianhai Zhang
Odor pattern recognition of a novel bio-inspired olfactory neural network based on kernel clustering. Commun. Nonlinear Sci. Numer. Simul. 109 (2022)
Lei Zhu, Wangpan Ding, Jieping Zhu, Ping Xu, Yian Liu, Ming Yan, Jianhai Zhang
Multisource Wasserstein Adaptation Coding Network for EEG emotion recognition. Biomed. Signal Process. Control. 76 (2022)
Bin Ren, Kun Yang, Li Zhu, Lang Hu, Tao Qiu, Wanzeng Kong, Jianhai Zhang
Multi-Granularity Analysis of Brain Networks Assembled With Intra-Frequency and Cross-Frequency Phase Coupling for Human EEG After Stroke. Frontiers Comput. Neurosci. 16 (2022)
Jialuo Li, Shichao Cheng, Yueqiang Tao, Huasheng Liu, Junzhe Zhou, Jianhai Zhang
Dual-Branch Discrimination Network Using Multiple Sparse Priors for Image Deblurring. Sensors 22 (16) (2022)
Jianhai Zhang, Mieradilijiang Maimaiti, Xing Gao, Yuanhang Zheng, Ji Zhang
MGIMN: Multi-Grained Interactive Matching Network for Few-shot Text Classification. CoRR (2022)
Yun Zheng, Yuliang Ma, Jared Cammon, Songjie Zhang, Jianhai Zhang, Yingchun Zhang
A new feature selection approach for driving fatigue EEG detection with a modified machine learning algorithm. Comput. Biol. Medicine 147 (2022)
Hui Huang, Jianhai Zhang, Li Zhu, Jiajia Tang, Guang Lin, Wanzeng Kong, Xu Lei, Lei Zhu
EEG-Based Sleep Staging Analysis with Functional Connectivity. Sensors 21 (6) (2021)
Kexin Wang, Yang Wang, Shizhong Zhang, Jianhai Zhang, Shubo Sun
Automatic Label Welding Robot System for Bundled Rebars. IEEE Access 9 (2021)
Meng Xing, Zhiyong Feng, Yong Su, Weilong Peng, Jianhai Zhang
Ventral & Dorsal Stream Theory based Zero-Shot Action Recognition. Pattern Recognit. 116 (2021)
Guang Lin, Li Zhu, Bin Ren, Yiteng Hu, Jianhai Zhang
Multi-Branch Network for Cross-Subject EEG-based Emotion Recognition. ACML (2021)
Lei Zhu, Qifeng Hu, Junting Yang, Jianhai Zhang, Ping Xu, Nanjiao Ying
EEG Signal Classification Using Manifold Learning and Matrix-Variate Gaussian Model. Comput. Intell. Neurosci. 2021 (2021)
Yixuan Ju, Jianhai Zhang, Xiaoyang Mao, Jiayi Xu
Adaptive semantic attribute decoupling for precise face image editing. Vis. Comput. 37 (9-11) (2021)
Lang Hu, Li Zhu, Hui Huang, Guang Lin, Bin Ren, Jianhai Zhang
Speaker recognition with voice evoked EEG. BIBM (2021)
Yong Su, Jianhai Zhang, Meng Xing, Weilong Peng, Zhiyong Feng
Disentangling style on dynamic aligned poses for individual identification. Ad Hoc Networks 113 (2021)
Jianhai Zhang, Zhiyong Feng, Yong Su, Meng Xing
Bayesian Covariance Representation with Global Informative Prior for 3D Action Recognition. ACM Trans. Multim. Comput. Commun. Appl. 17 (4) (2021)
Jianhai Zhang, Jianhong Yu, Suna Fu, Xinhua Tian
Adoption value of deep learning and serological indicators in the screening of atrophic gastritis based on artificial intelligence. J. Supercomput. 77 (8) (2021)
Hongyan Xu, Jiajia Tang, Jianhai Zhang, Li Zhu
Emotion Recognition Using Multi-core Tensor Learning and Multimodal Physiological Signal. HBAI@IJCAI (2020)
Yong Peng, Leijie Zhang, Wanzeng Kong, Feiwei Qin, Jianhai Zhang
Joint low-rank representation and spectral regression for robust subspace learning. Knowl. Based Syst. 195 (2020)
Yong Peng, Qingxi Li, Wanzeng Kong, Feiwei Qin, Jianhai Zhang, Andrzej Cichocki
A joint optimization framework to semi-supervised RVFL and ELM networks for efficient data classification. Appl. Soft Comput. 97 (Part) (2020)
Honghu Gao, Shifeng Liu, Guangmei Cao, Pengfei Zhao, Jianhai Zhang, Peng Zhang
Big Data Analysis of Beijing Urban Rail Transit Fares Based on Passenger Flow. IEEE Access 8 (2020)
Yuxi Liu, Jianhai Zhang, Bohui Zhang, Wanzeng Kong
Ballistocardiogram Artifact Removal for Concurrent EEG-fMRI Recordings Using Blind Source Separation Based on Dictionary Learning. Intelligent Information Processing (2020)
Yong Su, Simin An, Zhiyong Feng, Meng Xing, Jianhai Zhang
Spatio-temporal metric learning for individual recognition from locomotion. J. Vis. Commun. Image Represent. 67 (2020)
Yong Peng, Qingxi Li, Wanzeng Kong, Jianhai Zhang, Bao-Liang Lu, Andrzej Cichocki
Joint Semi-Supervised Feature Auto-Weighting and Classification Model for EEG-Based Cross-Subject Sleep Quality Evaluation. ICASSP (2020)
Yong Peng, Leijie Zhang, Wanzeng Kong, Feiwei Qin, Jianhai Zhang
Low rank spectral regression via matrix factorization for efficient subspace learning. J. Intell. Fuzzy Syst. 39 (3) (2020)
Guang Lin, Jianhai Zhang, Yuxi Liu
Single Shot Reversible GAN for BCG artifact removal in simultaneous EEG-fMRI. CoRR (2020)
Jianhai Zhang, Zhiyong Feng, Yong Su, Meng Xing
Cross-covariance matrix: Time-shifted correlations for 3D action recognition. Signal Process. 171 (2020)
Li Zhu, Chongwei Su, Jianhai Zhang, Gaochao Cui, Andrzej Cichocki, Changle Zhou, Junhua Li
EEG-based approach for recognizing human social emotion perception. Adv. Eng. Informatics 46 (2020)
Meng Xing, Zhiyong Feng, Yong Su, Jianhai Zhang
An Image Cues Coding Approach for 3D Human Pose Estimation. ACM Trans. Multim. Comput. Commun. Appl. 15 (4) (2020)
Runqi Yang, Jianhai Zhang, Xing Gao, Feng Ji, Haiqing Chen
Simple and Effective Text Matching with Richer Alignment Features. ACL (1) (2019)
Runqi Yang, Jianhai Zhang, Xing Gao, Feng Ji, Haiqing Chen
Simple and Effective Text Matching with Richer Alignment Features. CoRR (2019)
Jianhai Zhang, Zhiyong Feng, Yong Su, Meng Xing, Wanli Xue
Riemannian Spatio-Temporal Features of Locomotion for Individual Recognition. Sensors 19 (1) (2019)
Li Zhu, Gaochao Cui, Jianting Cao, Andrzej Cichocki, Jianhai Zhang, Changle Zhou
A Hybrid System for Distinguishing between Brain Death and Coma Using Diverse EEG Features. Sensors 19 (6) (2019)
Ming Hou, Jiajia Tang, Jianhai Zhang, Wanzeng Kong, Qibin Zhao
Deep Multimodal Multilinear Fusion with High-order Polynomial Pooling. NeurIPS (2019)
Mingfeng Tang, Jianhai Zhang, Li Zhu
sEMG-based lip shapes recognition. CIVEMSA (2019)
Yong Peng, Rixin Tang, Wanzeng Kong, Jianhai Zhang, Feiping Nie, Andrzej Cichocki
Joint Structured Graph Learning and Clustering Based on Concept Factorization. ICASSP (2019)
Jianhai Zhang, Chongwei Su, Dariusz Zapala, Li Zhu, Gaochao Cui, Wanzeng Kong
A CNN-based Approach for three-class classification of motor imagery EEG data including 'rest state' in hybrid multi-user BCI. BIBM (2019)
Jianhai Zhang, Zhiyong Feng, Yong Su, Meng Xing
Discriminative Saliency-pose-attention Covariance for Action Recognition. ICASSP (2019)
Jianhai Zhang, Hongyan Xu, Li Zhu, Wanzeng Kong, Zheng Ma
Gender recognition in emotion perception using EEG features. BIBM (2019)
Li Zhu, Chongwei Su, Gaochao Cui, Changle Zhou, Jianhai Zhang, Wanzeng Kong
Idle-State Detection in Multi-user Motor Imagery Brain Computer Interface with Cross-Brain CSP and Hyper-Brain-Network. CW (2019)
Guodong Yang, Jianhai Zhang, Li Zhu, Weitao Huan, Guang Lin, Zheng Ma
UAV-Based Motion Target Detection and Tracking Method in Dynamic Scenes. DSC (2019)
Qiang Chen, Yunyuan Gao, Yun Peng, Jianhai Zhang, Ke Sun
Accurate Object Recognition for Unmanned Aerial Vehicle Electric Power Inspection using an Improved YOLOv2 Algorithm. DSC (2019)
Jianhai Zhang, Jianting Cao, Na Zhang, Wanzeng Kong, Jiajia Tang, Yong Peng
A New Method for Brain Death Diagnosis Based on Phase Synchronization Analysis With EEG. BIBM (2018)
Jianhai Zhang, Shaokai Zhao, Guodong Yang, Jiajia Tang, Tao Zhang, Yong Peng, Wanzeng Kong
Emotional-state brain network analysis revealed by minimum spanning tree using EEG signals. BIBM (2018)
Jiahui Wang, Kun Yang, Jianhai Zhang, Na Zhang, Bin Chen
Brain Function Networks Reveal Movement-related EEG Potentials Associated with Exercise-induced Fatigue. SPML (2018)
Wanzeng Kong, Luyun Wang, Jianhai Zhang, Qibin Zhao, Junfeng Sun
The Dynamic EEG Microstates in Mental Rotation. Sensors 18 (9) (2018)
Yong Su, Zhiyong Feng, Jianhai Zhang, Weilong Peng, Meng Xing
Sequential Articulated Motion Reconstruction from a Monocular Image Sequence. ACM Trans. Multim. Comput. Commun. Appl. 14 (1s) (2018)
Jianhai Zhang, Shaokai Zhao, Wenhao Huang, Sanqing Hu
Brain Effective Connectivity Analysis from EEG for Positive and Negative Emotion. ICONIP (4) (2017)
Tong Cao, Sanqing Hu, Yuying Zhu, Jianhai Zhang, Hui Su, Bocheng Wang
Dow Jones Index is Driven Periodically by the Unemployment Rate During Economic Crisis and Non-economic Crisis Periods. ICONIP (5) (2017)
Anran Wang, Jian Wang, Hongfei Lin, Jianhai Zhang, Zhihao Yang, Kan Xu
A multiple distributed representation method based on neural network for biomedical event extraction. BMC Medical Informatics Decis. Mak. 17 (S-3) (2017)
Yuying Zhu, Yi-Ning Wu, Hui Su, Sanqing Hu, Tong Cao, Jianhai Zhang, Yu Cao
Identify Non-fatigue State to Fatigue State Using Causality Measure During Game Play. ICONIP (4) (2017)
Hui Su, Sanqing Hu, Tong Cao, Jianhai Zhang, Yuying Zhu, Bocheng Wang, Lan Jiang
Causality Analysis Between Soil of Different Depth Moisture and Precipitation in the United States. ICONIP (5) (2017)
Jianhai Zhang, Wenhao Huang, Shaokai Zhao, Yanyang Li, Sanqing Hu
Recognition of Voluntary Blink and Bite Base on Single Forehead EMG. ICONIP (2) (2017)
Yanyang Li, Sanqing Hu, Wenhao Huang, Jianhai Zhang
Application of Data Augmentation Methods to Unmanned Aerial Vehicle Monitoring System for Facial Camouflage Recognition. ICONIP (3) (2017)
Sanqing Hu, Xinxin Jia, Jianhai Zhang, Wanzeng Kong, Yu Cao
Shortcomings/Limitations of Blockwise Granger Causality and Advances of Blockwise New Causality. IEEE Trans. Neural Networks Learn. Syst. 27 (12) (2016)
Jianhai Zhang, Ming Chen, Shaokai Zhao, Sanqing Hu, Zhiguo Shi, Yu Cao
ReliefF-Based EEG Sensor Selection Methods for Emotion Recognition. Sensors 16 (10) (2016)
Anran Wang, Jian Wang, Hongfei Lin, Jianhai Zhang, Zhihao Yang, Kan Xu
Biomedical event extraction based on distributed representation and deep learning. BIBM (2016)
Sanqing Hu, Hui Wang, Jianhai Zhang, Wanzeng Kong, Yu Cao, Robert Kozma
Comparison Analysis: Granger Causality and New Causality and Their Applications to Motor Imagery. IEEE Trans. Neural Networks Learn. Syst. 27 (7) (2016)
Jianhai Zhang, Ming Chen, Sanqing Hu, Yu Cao, Robert Kozma
PNN for EEG-based Emotion Recognition. SMC (2016)
Honglei Li, Jianhai Zhang, Jian Wang, Hongfei Lin, Zhihao Yang
DUTIR in BioNLP-ST 2016: Utilizing Convolutional Network and Distributed Representation to Extract Complicate Relations. BioNLP (Shared Task) (2016)
Wanzeng Kong, Lingxiao Zhou, Yizhi Wang, Jianhai Zhang, Jianhui Liu, Shenyong Gao
A System of Driving Fatigue Detection Based on Machine Vision and Its Application on Smart Device. J. Sensors 2015 (2015)
Xinxin Jia, Sanqing Hu, Jianhai Zhang, Wanzeng Kong
Blockwise Granger causality and blockwise new causality. ICACI (2015)
Jian Wang, Jianhai Zhang, Yuan An, Hongfei Lin, Zhihao Yang, Yijia Zhang, Yuanyuan Sun
Biomedical event trigger detection by dependency-based word embedding. BIBM (2015)
Sanqing Hu, Hui Wang, Jianhai Zhang, Wanzeng Kong, Yu Cao
Causality from Cz to C3/C4 or between C3 and C4 revealed by granger causality and new causality during motor imagery. IJCNN (2014)
Sanqing Hu, Qiangqiang Tian, Yu Cao, Jianhai Zhang, Wanzeng Kong
Motor imagery classification based on joint regression model and spectral power. Neural Comput. Appl. 23 (7-8) (2013)
Wanzeng Kong, Sanqing Hu, Jianhai Zhang, Guojun Dai
Robust and smart spectral clustering from normalized cut. Neural Comput. Appl. 23 (5) (2013)
Min Yang, Jing Pan, Jianhai Zhang, Sung-Jin Song, Fanyong Meng, Xingdong Li, Dongbo Wei
Center of rotation automatic measurement for fan-beam CT system based on sinogram image features. Neurocomputing 120 (2013)
Wanzeng Kong, Zhanpeng Zhou, Sanqing Hu, Jianhai Zhang, Fabio Babiloni, Guojun Dai
Automatic and Direct Identification of Blink Components from Scalp EEG. Sensors 13 (8) (2013)
Min Yang, Jingkun Liang, Jianhai Zhang, Haidong Gao, Fanyong Meng, Xingdong Li, Sung-Jin Song
Non-local means theory based Perona-Malik model for image denosing. Neurocomputing 120 (2013)
Sanqing Hu, Yu Cao, Shihui Chen, Jianhai Zhang, Wanzeng Kong, Kun Yang, Xun Li, Yanbin Zhang
A Comparative Study of Two Reference Estimation Methods in EEG Recording. BICS (2012)
Jianhai Zhang, Wanzeng Kong, Sanqing Hu
Robust output feedback controller for discrete-time nonlinear systems based on standard neural network model. IWACI (2010)
Jianhai Zhang, Huaixiang Zhang, Guojun Dai, Senlin Zhang, Meiqin Liu
Robust stabilising controller synthesis for discrete-time recurrent neural networks via state feedback. Int. J. Model. Identif. Control. 11 (1/2) (2010)
Sida Lin, Meiqin Liu, Yanhui Shi, Jianhai Zhang, Yaoyao Zhang, Gangfeng Yan
LMI-Based Approach for Global Asymptotic Stability Analysis of Discrete-Time Cohen-Grossberg Neural Networks. ISNN (1) (2007)