Junhua Li

Publication Activity (10 Years)

Years Active: 2008-2024
Publications (10 Years): 68

Top Topics

Brain Computer Interface

Evolutionary Algorithm

Functional Connectivity

Top Venues

Publications

Yinghong Xie, Junhua Li, Yufei Li, Wenhao Zhu, Chaoqing Dai
Two-stage evolutionary algorithm with fuzzy preference indicator for multimodal multi-objective optimization. Swarm Evol. Comput. 85 (2024)
Junhua Li, Zhikui Duan, Shiren Li, Xinmei Yu, Guangguang Yang
ESAformer: Enhanced Self-Attention for Automatic Speech Recognition. IEEE Signal Process. Lett. 31 (2024)
Wei Zhang, Junhua Li
Application of Measurement Robots based on Deep Learning in Building Tilt Stability Monitoring. Scalable Comput. Pract. Exp. 25 (5) (2024)
Wei Zhang, Junhua Li
The Application of Intelligent Welding Robots and Visual Detection Algorithms in Building Steel Structures. Scalable Comput. Pract. Exp. 25 (5) (2024)
Guangyong Wei, Zhikui Duan, Shiren Li, Guangguang Yang, Xinmei Yu, Junhua Li
Sim-T: Simplify the Transformer Network by Multiplexing Technique for Speech Recognition. CoRR (2023)
Junhua Li, Guiling Wang, Jianhang Hu, Hai Wang, Haoran Zhang
An IoT Service Development Framework Driven by Business Event Description. WISA (2023)
Zilu Wang, Ian Daly, Junhua Li
An Evaluation of Hybrid Deep Learning Models for Classifying Multiple Lower Limb Actions. EMBC (2023)
Tao Xu, Zhengkang Zhou, Yuliang Yang, Yu Li, Junhua Li, Anastasios Bezerianos, Hongtao Wang
Motor Imagery Decoding Enhancement Based on Hybrid EEG-fNIRS Signals. IEEE Access 11 (2023)
Junhua Li, Zhikui Duan, Shiren Li, Xinmei Yu, Guangguang Yang
GNCformer Enhanced Self-attention for Automatic Speech Recognition. CoRR (2023)
Hailing Wang, Junhua Li, Zuxiong Li, Zhusong Chu, Zhang Chen, Yezhi Lin
The quantitative analysis of homoclinic orbits from quadratic isochronous systems. Commun. Nonlinear Sci. Numer. Simul. 121 (2023)
Fengzhe Jin, Yong Peng, Feiwei Qin, Junhua Li, Wanzeng Kong
Graph adaptive semi-supervised discriminative subspace learning for EEG emotion recognition. J. King Saud Univ. Comput. Inf. Sci. 35 (8) (2023)
Tao Xu, Jiajia Huang, Zian Pei, Jiaqing Chen, Junhua Li, Anastasios Bezerianos, Nitish V. Thakor, Hongtao Wang
The Effect of Multiple Factors on Working Memory Capacities: Aging, Task Difficulty, and Training. IEEE Trans. Biomed. Eng. 70 (6) (2023)
Qiuwen Cai, Junhua Li, Jinyi Long
Effect of Physical and Virtual Feedback on Reach-to-Grasp Movements in Virtual Environments. IEEE Trans. Cogn. Dev. Syst. 14 (2) (2022)
Yinhu Yu, Junhua Li
Feature Fusion-Based Capsule Network for Cross-Subject Mental Workload Classification. BI (2022)
Shu Gong, Kaibo Xing, Andrzej Cichocki, Junhua Li
Deep Learning in EEG: Advance of the Last Ten-Year Critical Period. IEEE Trans. Cogn. Dev. Syst. 14 (2) (2022)
Feng Duan, Yizhi Lv, Zhe Sun, Junhua Li
Multi-scale Learning for Multimodal Neurophysiological Signals: Gait Pattern Classification as an Example. Neural Process. Lett. 54 (3) (2022)
Yizhi Lv, Jianing Xue, Feng Duan, Zhe Sun, Junhua Li
An exploratory study of transfer learning frameworks in the context of few available shots of neurophysiological signals. Comput. Electr. Eng. 101 (2022)
Yajing Li, Junhua Li, Hailan Shen, Zailiang Chen
ED-AnoNet: Elastic Distortion-Based Unsupervised Network for OCT Image Anomaly Detection. PRCV (2) (2022)
Tian Wang, Anastasios Bezerianos, Andrzej Cichocki, Junhua Li
Multikernel Capsule Network for Schizophrenia Identification. IEEE Trans. Cybern. 52 (6) (2022)
Tao Xu, Linfeng Xu, Hongfei Zhang, Zhouyu Ji, Junhua Li, Anastasios Bezerianos, Hongtao Wang
Effects of Rest-Break on mental fatigue recovery based on EEG dynamic functional connectivity. Biomed. Signal Process. Control. 77 (2022)
Hongtao Wang, Xucheng Liu, Junhua Li, Tao Xu, Anastasios Bezerianos, Yu Sun, Feng Wan
Driving Fatigue Recognition With Functional Connectivity Based on Phase Synchronization. IEEE Trans. Cogn. Dev. Syst. 13 (3) (2021)
Hongtao Wang, Zian Pei, Linfeng Xu, Tao Xu, Anastasios Bezerianos, Yu Sun, Junhua Li
Performance Enhancement of P300 Detection by Multiscale-CNN. IEEE Trans. Instrum. Meas. 70 (2021)
Detang Zhong, Shusen Wang, Junhua Li
Spatiotemporal Downscaling of GRACE Total Water Storage Using Land Surface Model Outputs. Remote. Sens. 13 (5) (2021)
Yanjun Li, Min Zhang, Yan Dong, Yang Liu, Benzhen Lin, Junhua Li
Model Optimization of Servo System Based on Internal Model Control. ICAIT (2021)
Chun-Shu Wei, Corey J. Keller, Junhua Li, Yuan-Pin Lin, Masaki Nakanishi, Johanna Wagner, Wei Wu, Yu Zhang, Tzyy-Ping Jung
Editorial: Inter- and Intra-subject Variability in Brain Imaging and Decoding. Frontiers Comput. Neurosci. 15 (2021)
Zian Pei, Hongtao Wang, Anastasios Bezerianos, Junhua Li
EEG-Based Multiclass Workload Identification Using Feature Fusion and Selection. IEEE Trans. Instrum. Meas. 70 (2021)
Wenjing Sun, Junhua Li
A strengthened diversity indicator and reference vector-based evolutionary algorithm for many-objective optimization. Soft Comput. 25 (15) (2021)
Guoming Li, Junhua Li
An Improved Tabu Search Algorithm for the Stochastic Vehicle Routing Problem With Soft Time Windows. IEEE Access 8 (2020)
Lilin Jie, Weidong Liu, Ming Li, Junhua Li
Sub-Region Warranty Differential Pricing Optimization Strategy Based on Regional Granularity of Use Reliability. IEEE Access 8 (2020)
Junhua Li, Guoyu Chen, Ming Li, Hao Chen
An enhanced-indicator based many-objective evolutionary algorithm with adaptive reference point. Swarm Evol. Comput. 55 (2020)
Shu Gong, Kaibo Xing, Andrzej Cichocki, Junhua Li
Deep Learning in EEG: Advance of the Last Ten-Year Critical Period. CoRR (2020)
Rohit Bose, Hongtao Wang, Andrei Dragomir, Nitish V. Thakor, Anastasios Bezerianos, Junhua Li
Regression-Based Continuous Driving Fatigue Estimation: Toward Practical Implementation. IEEE Trans. Cogn. Dev. Syst. 12 (2) (2020)
Wenjing Sun, Junhua Li
An Evolutionary Algorithm for Many-Objective Optimization Based on Indicator and Vector-Angle Decomposition. IEEE Access 8 (2020)
Zian Pei, Tao Xu, Anastasios Bezerianos, Junhua Li, Yu Sun, Hongtao Wang
The Effect of Longitudinal Training on Working Memory Capacities: An Exploratory EEG Study. EMBC (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)
Hongtao Wang, Cong Tang, Tao Xu, Ting Li, Linfeng Xu, Hongwei Yue, Peng Chen, Junhua Li, Anastasios Bezerianos
An Approach of One-vs-Rest Filter Bank Common Spatial Pattern and Spiking Neural Networks for Multiple Motor Imagery Decoding. IEEE Access 8 (2020)
Hongtao Wang, Tao Xu, Cong Tang, Hongwei Yue, Chuangquan Chen, Linfeng Xu, Zian Pei, Jiajun Dong, Anastasios Bezerianos, Junhua Li
Diverse Feature Blend Based on Filter-Bank Common Spatial Pattern and Brain Functional Connectivity for Multiple Motor Imagery Detection. IEEE Access 8 (2020)
Rohit Bose, Sim Kuan Goh, Kian Foong Wong, Nitish V. Thakor, Anastasios Bezerianos, Junhua Li
Classification of brain signal (EEG) induced by shape-analogous letter perception. Adv. Eng. Informatics 42 (2019)
Jonathan Harvy, Joshua B. Ewen, Nitish V. Thakor, Anastasios Bezerianos, Junhua Li
Cortical Functional Connectivity during Praxis in Autism Spectrum Disorder. EMBC (2019)
Vern Singhroy, Junhua Li, Mary-Anne Fobert
Alos and Radarsat Synergies in Geological Investigations. IGARSS (2019)
Guoyu Chen, Junhua Li
A diversity ranking based evolutionary algorithm for multi-objective and many-objective optimization. Swarm Evol. Comput. 48 (2019)
Vern Singhroy, Junhua Li, Mary-Anne Fobert, Ching-Fang Lee, Mrinmoy Kumar Das
Monitoring Post Landslide Activity from Radarsat Constellation Mission. IGARSS (2019)
Tian Wang, Anastasios Bezerianos, Andrzej Cichocki, Junhua Li
Multi-Kernel Capsule Network for Schizophrenia Identification. CoRR (2019)
Junhua Li, Guoyu Chen, Ming Li, Hao Chen
An Adaptative Reference Vector Based Evolutionary Algorithm for Many-Objective Optimization. IEEE Access 7 (2019)
Junhua Li, Georgios N. Dimitrakopoulos, Pavithra Thangavel, Gong Chen, Yu Sun, Zhao Guo, Haoyong Yu, Nitish V. Thakor, Anastasios Bezerianos
What Are Spectral and Spatial Distributions of EEG-EMG Correlations in Overground Walking? An Exploratory Study. IEEE Access 7 (2019)
Wenchen Song, Hai-Xi Sun, Carolyn Zhang, Li Cheng, Ye Peng, Ziqing Deng, Dan Wang, Yun Wang, Ming Hu, Wenen Liu, Huanming Yang, Yue Shen, Junhua Li, Lingchong You, Minfeng Xiao
Prophage Hunter: an integrative hunting tool for active prophages. Nucleic Acids Res. 47 (Webserver-Issue) (2019)
Junhua Li, Shusen Wang
A new method for generating a clear-sky Landsat composite for cropland from cloud-contaminated Landsat-7 and Landsat-8 images. Int. J. Digit. Earth 11 (5) (2018)
Evangelos Sigalas, Junhua Li, Anastasios Bezerianos, Chris G. Antonopoulos
Emergence of Chimera-like States in Prefrontal-Cortex Macaque Intracranial Recordings. PRNI (2018)
Rohit Bose, Sim Kuan Goh, Kian Foong Wong, Nitish V. Thakor, Anastasios Bezerianos, Junhua Li
Classifying Brain Activities in Perception of Shape-Analogous English Letters Based on EEG Signal. CW (2018)
Junhua Li, Shusen Wang
Using SAR-Derived Vegetation Descriptors in a Water Cloud Model to Improve Soil Moisture Retrieval. Remote. Sens. 10 (9) (2018)
Li Zhu, Fabien Lotte, Gaochao Cui, Junhua Li, Changle Zhou, Andrzej Cichocki
Neural Mechanisms of Social Emotion Perception: An EEG Hyper-Scanning Study. CW (2018)
Yuling Wang, Ming Li, Guoyun Zhong, Junhua Li, Yuming Lu
Circular trace transform and its PCA-based fusion features for image representation. IET Image Process. 12 (10) (2018)
Ming Xiao, Jiakun Li, Song Hong, Yongtao Yang, Junhua Li, Jianxin Wang, Jian Yang, Wenbiao Ding, Le Zhang
K-mer Counting: memory-efficient strategy, parallel computing and field of application for Bioinformatics. BIBM (2018)
Jiancong He, Guoxu Zhou, Hongtao Wang, Evangelos Sigalas, Nitish V. Thakor, Anastasios Bezerianos, Junhua Li
Boosting Transfer Learning Improves Performance of Driving Drowsiness Classification Using EEG. PRNI (2018)
Jonathan Harvy, Evangelos Sigalas, Nitish V. Thakor, Anastasios Bezerianos, Junhua Li
Performance Improvement of Driving Fatigue Identification Based on Power Spectra and Connectivity Using Feature Level and Decision Level Fusions. EMBC (2018)
Rohit Bose, Kumar Ashutosh, Junhua Li, Andrei Dragomir, Nitish V. Thakor, Anastasios Bezerianos
A Multilayer Network Approach for Studying Creative Ideation from EEG. BI (2018)
Vernon H. Singhroy, Junhua Li, Andrée Blais-Stevens, Mary-Anne Fobert
Insar Monitoring of Pipeline Routes. IGARSS (2018)
Junhua Li, Shusen Wang, Grant Gunn, Pamela Joosse, Hazen A. J. Russell
A model for downscaling SMOS soil moisture using Sentinel-1 SAR data. Int. J. Appl. Earth Obs. Geoinformation 72 (2018)
Jingwen Chai, Gong Chen, Pavithra Thangavel, Georgios N. Dimitrakopoulos, Ioannis Kakkos, Yu Sun, Zhongxiang Dai, Haoyong Yu, Nitish V. Thakor, Anastasios Bezerianos, Junhua Li
Identification of gait-related brain activity using electroencephalographic signals. NER (2017)
Defeng Li, Ming Liu, Xiaogang Xu, Junhua Li
State Identification of Cabinets Based on Convolution Neural Network. ICPADS (2017)
Junhua Li, Chao Li, Nitish V. Thakor, Andrzej Cichocki, Anastasios Bezerianos
A new perspective of noise removal from EEG. NER (2017)
Pavithra Thangavel, S. Vidhya, Junhua Li, Effie Chew, Anastasios Bezerianos, Haoyong Yu
Biomechanical effects of robot assisted walking on knee joint kinematics and muscle activation pattern. ICORR (2017)
Junhua Li, Yu Chen, Fumihiko Taya, Julian Lim, Kianfoong Wong, Yu Sun, Anastasios Bezerianos
A unified canonical correlation analysis-based framework for removing gradient artifact in concurrent EEG/fMRI recording and motion artifact in walking recording from EEG signal. Medical Biol. Eng. Comput. 55 (9) (2017)
Yu Sun, Julian Lim, Zhongxiang Dai, Kianfoong Wong, Fumihiko Taya, Yu Chen, Junhua Li, Nitish V. Thakor, Anastasios Bezerianos
The effects of a mid-task break on the brain connectome in healthy participants: A resting-state functional MRI study. NeuroImage 152 (2017)
Georgios N. Dimitrakopoulos, Ioannis Kakkos, Aristidis G. Vrahatis, Kyriakos N. Sgarbas, Junhua Li, Yu Sun, Anastasios Bezerianos
Driving Mental Fatigue Classification Based on Brain Functional Connectivity. EANN (2017)
Junhua Li, Chao Li, Andrzej Cichocki
Canonical Polyadic Decomposition With Auxiliary Information for Brain-Computer Interface. IEEE J. Biomed. Health Informatics 21 (1) (2017)
Junhua Li, Yijun Wang, Liqing Zhang, Andrzej Cichocki, Tzyy-Ping Jung
Decoding EEG in Cognitive Tasks With Time-Frequency and Connectivity Masks. IEEE Trans. Cogn. Dev. Syst. 8 (4) (2016)
Junhua Li, Gong Chen, Pavithra Thangavel, Haoyong Yu, Nitish V. Thakor, Anastasios Bezerianos, Yu Sun
A robotic knee exoskeleton for walking assistance and connectivity topology exploration in EEG signal. BioRob (2016)
Indu P. Bodala, Sunil L. Kukreja, Junhua Li, Nitish V. Thakor, Hasan Al-Nashash
Eye tracking and EEG synchronization to analyze microsaccades during a workload task. EMBC (2015)
Vern Singhroy, Junhua Li
InSAR deformation monitoring of the Canadian oil sands from RADARSAT 2 and COSMO SkyMed images. IGARSS (2015)
Kristoffer Forslund, Falk Hildebrand, Trine Rask Nielsen, Gwen Falony, Emmanuelle Le Chatelier, Shinichi Sunagawa, Edi Prifti, Sara Vieira-Silva, Valborg Gudmundsdottir, Helle Krogh Pedersen, Manimozhiyan Arumugam, Karsten Kristiansen, Anita Yvonne Voigt, Henrik Vestergaard, Rajna Hercog, Paul I. Costea, Jens Roat Kultima, Junhua Li, Torben Jørgensen, Florence Levenez, Joël Dore, Henrik Bjørn Nielsen, Søren Brunak, Jeroen Raes, Torben Hansen, Jun Wang, S. Dusko Ehrlich, Peer Bork, Oluf Pedersen
Disentangling type 2 diabetes and metformin treatment signatures in the human gut microbiota. Nat. 528 (7582) (2015)
Junhua Li, Indu P. Prasad, Justin Dauwels, Nitish V. Thakor, Hasan Al-Nashash
Vigilance Differentiation from EEG Complexity Attributes. ICONIP (4) (2015)
Chao Li, Qibin Zhao, Junhua Li, Andrzej Cichocki, Lili Guo
Multi-tensor Completion with Common Structures. AAAI (2015)
Junhua Li, Zbigniew R. Struzik, Liqing Zhang, Andrzej Cichocki
Feature learning from incomplete EEG with denoising autoencoder. Neurocomputing 165 (2015)
Junhua Li, Zbigniew R. Struzik, Liqing Zhang, Andrzej Cichocki
Feature Learning from Incomplete EEG with Denoising Autoencoder. CoRR (2014)
Junhua Li, Andrzej Cichocki
Deep Learning of Multifractal Attributes from Motor Imagery Induced EEG. ICONIP (1) (2014)
Junhua Li, Chao Li, Andrzej Cichocki
Canonical Polyadic Decomposition with Assistant Information for Brain Computer Interface. CoRR (2014)
Vern Singhroy, Junhua Li, Sergey V. Samsonov, Luyi Shen, Jill Pearse
InSAR monitoring of surface deformation induced by steam injection in the Athabasca oil sands, Canada. IGARSS (2014)
Jianyi Liang, Hao Zhang, Ye Liu, Hang Wang, Junhua Li, Liqing Zhang
A Frequency Boosting Method for Motor Imagery EEG Classification in BCI-FES Rehabilitation Training System. ISNN (2) (2013)
Hang Wang, Ye Liu, Hao Zhang, Junhua Li, Liqing Zhang
Causal Neurofeedback Based BCI-FES Rehabilitation for Post-stroke Patients. ICONIP (1) (2013)
Junhua Li, Jianyi Liang, Qibin Zhao, Jie Li, Kan Hong, Liqing Zhang
Design of assistive Wheelchair System directly Steered by Human Thoughts. Int. J. Neural Syst. 23 (3) (2013)
Ye Liu, Mingfen Li, Hao Zhang, Junhua Li, Jie Jia, Yi Wu, Jianting Cao, Liqing Zhang
Single-trial discrimination of EEG signals for stroke patients: A general multi-way analysis. EMBC (2013)
Junhua Li, Zbigniew R. Struzik, Liqing Zhang, Andrzej Cichocki
Spectral Power Estimation for Unevenly Spaced Motor Imagery Data. ICONIP (1) (2013)
Junhua Li, Ye Liu, Zhen Lu, Liqing Zhang
A competitive brain computer interface: Multi-person car racing system. EMBC (2013)
Junhua Li, Yijun Wang, Liqing Zhang, Tzyy-Ping Jung
Combining ERPs and EEG spectral features for decoding intended movement direction. EMBC (2012)
Hui Liu, Jianzhong Su, Junhua Li, Hongbo Liu, Jie Lv, Boyan Li, Hong Qiao, Yan Zhang
Prioritizing cancer-related genes with aberrant methylation based on a weighted protein-protein interaction network. BMC Syst. Biol. 5 (2011)
Kan Hong, Liqing Zhang, Jie Li, Junhua Li
Multi-modal EEG Online Visualization and Neuro-Feedback. ISNN (2) (2010)
Junhua Li, Wenbai Liu, Zhaochen Sun, Li Cui
A new failure detection method and its application in leak monitor of pipeline. ICARCV (2008)