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People

Dr Junhua LI

Senior Lecturer
School of Computer Science and Electronic Engineering (CSEE)
Dr Junhua LI
  • Email

  • Location

    5A.535, Colchester Campus

  • Academic support hours

    Tuesdays 11 am - 12 noon and Wednesdays 1 pm - 2 pm. It would be great if you could let me know before coming. You are also welcome to make an appointment with me outside these time slots if needed.

Biography

He is a Senior Lecturer (Associate Professor) in the School of Computer Science and Electronic Engineering at the University of Essex, UK. Before joining the University of Essex, he was a Senior Research Fellow at the National University of Singapore, Singapore. He obtained a PhD in Computer Science from Shanghai Jiao Tong University, China. Given his background of computer science and computational neuroscience, he focuses on the research of brain-computer interface, neurophysiological signal processing, machine learning, and neuroimaging data analytics, as well as their practical applications. He is involved in a wide range of academic activities, such as Associate Editors of the IEEE Transactions on Artificial Intelligence (IEEE TAI), Medical & Biological Engineering & Computing, and IEEE Access. He is a Senior Member of the IEEE. It is now open to recruiting postgraduate research students (also known as PhD students). If you are interested in any of the research topics below and have funding to support your study, please get in touch with me for further discussions. (1) Developing machine learning algorithms (e.g., deep learning and tensor decomposition) for diverse applications (2) Brain-computer interface and health monitoring systems (3) Data analysis for understanding brain diseases and brain cognition Selected Publications (Last updated in 2020): -Tian Wang, Anastasios Bezerianos, Andrzej Cichocki, Junhua Li*, Multi-Kernel Capsule Network for Schizophrenia Identification, IEEE Transactions on Cybernetics, 2020, DOI: 10.1109/TCYB.2020.3035282 -Junhua Li*, Thoughts on Neurophysiological Signal Analysis and Classification, Brain Science Advances, 6(3), 210-223, 2020 -Junhua Li*, Nitish Thakor, Anastasios Bezerianos, Brain Functional Connectivity in Unconstrained Walking with and without An Exoskeleton, IEEE Transactions on Neural Systems and Rehabilitation Engineering, 28(3), 730-739, 2020 -Jonathan Harvy, Nitish Thakor, Anastasios Bezerianos, Junhua Li*, Between-Frequency Topographical and Dynamic High-Order Functional Connectivity for Driving Drowsiness Assessment, IEEE Transactions on Neural Systems and Rehabilitation Engineering, 27(3), 358-367, 2019 -Junhua Li*, Rafael Romero-Garcia, John Sucking, Lei Feng*, Habitual Tea Drinking Modulates Brain Efficiency: Evidence from Brain Connectivity Evaluation, Aging, 11(11), 3876-3890, 2019 -Sim Kuan Goh, Hussein A. Abbass, Kay Chen Tan, Abdullah Al-Mamun, Nitish Thakor, Anastasios Bezerianos, Junhua Li*, Spatio-spectral Representation Learning for Electroencephalographic Gait-pattern Classification, IEEE Transactions on Neural Systems and Rehabilitation Engineering, 26(9), 1858-1867, 2018 -Yu Sun, Julian Lim, Zhongxiang Dai, KianFoong Wong, Fumihiko Taya, Yu Chen, Junhua Li, Nitish 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, 19-30, 2017 -Junhua Li*, Chao Li, Andrzej Cichocki, Canonical Polyadic Decomposition with Auxiliary Information for Brain-Computer Interface, IEEE Journal of Biomedical and Health Informatics, 21(1), 263-271, 2017

Appointments

University of Essex

  • Senior Lecturer, School of Computer Science and Electronic Engineering, University of Essex (1/10/2023 - present)

  • Lecturer, School of Computer Science and Electronic Engineering, University of Essex (1/5/2019 - 30/9/2023)