赵众      特聘研究员

性别:

邮箱: zzhao@szu.edu.cn

办公室: 机电楼s627室

人才称号: 深圳市海外高层次人才

最终学位: 博士

办公电话:

导师资格: 博士生导师、硕士生导师

研究领域:

情感计算:应用面部表情分析等工具应用于医学、心理学和体育运动领域。
AI与精神疾病诊治:应用机器学习和深度学习等工具,进行孤独症、焦虑和抑郁诊疗。
生物力学:应用动作捕捉、可穿戴等设备研究生物力学规律。
其他:数字人(虚拟人偶、阿凡达)、社交机器人等

课题组常年招本科(主要大一、大二)学生参与科创项目,提供项目经费支持,鼓励有想法、自学能力强、自驱力强的同学(或团队)加入我们。

主讲本科课程:

自动化专业英语
心理健康的自动化筛查

主讲研究生课程:

专业英语
应用实验设计与统计分析
工程伦理

教育背景:

2013–2017,法国蒙彼利埃大学,人体运动科学学院,人体运动学博士学位;
2009–2011,瑞典隆德大学,医学院,医学硕士学位;
2004–2009,天津医科大学,医学人文科学系,临床医学学士学位。

工作履历:

2022-至今,深圳大学机电学院人因工程研究所,副教授
2017-2022,深圳大学机电学院人因工程研究所,助理教授

主持项目:

国家自然科学基金-面上项目
深圳市科创委-面上项目
深圳大学研究项目
华为终端有限公司合作项目

代表期刊论文 :

1.    Zhao Z, Zheng Z, Lin C, Zhang X, Hu X, Zhang X, Peng Q, Qu X. Reduced Gaze-Stimulus Synchrony to a Rhythmic Children's Song in Young Children With Autism: A Recurrence Quantification Analysis Approach. J Autism Dev Disord. 2026 Jan 17. doi: 10.1007/s10803-025-07213-z. Epub ahead of print. PMID: 41546807.
2.    Zhao, Z., Qiu, Z., Zhang, X., Qu, X., Hu, X., Lu, J., Social Whole-Body Movement Aids the Objective Classification of Children With Autism and Typical Development by Implementing a Machine Learning Approach (2025). IEEE transactions on Human-Machine Systems, DOI 10.1109/THMS.2025.3595901
3.    Zhou G, Zhang X, Qu X, Hu X, Zhang X, Peng Q, Zhao Z. Characteristics of Visual Attention in Young Children with Autism During A Hide-And-Seek Video Viewing Task. J Autism Dev Disord. 2025 Sep 1. doi: 10.1007/s10803-025-07003-7. Epub ahead of print. PMID: 40889032.
4.    Zhao, Z., Zhang X., Zhang X., Qu X., Hu X., Lu J., Interpersonal Motor Coordination in Children with Autism and the Establishment of Machine Learning Models to Objectively Classify Children with Autism and Typical Development (2024). IRBM, 45 (5). https://doi.org/10.1016/j.irbm.2024.100838
5.    Zhao, Z., Wei, J., Xing, J. et al. Use of Oculomotor Behavior to Classify Children with Autism and Typical Development: A Novel Implementation of the Machine Learning Approach (2023). Journal of Autism and Developmental Disorders, 53, 934–946. doi.org/10.1007/s10803-022-05685-x
6.     Zhao, Z., Tang, H., Zhang, X., Qu, X., Hu, X. and Lu, J. (2021). Classification of Children With Autism and Typical Development Using Eye-Tracking Data from Face-to-Face Conversations: Machine Learning Model Development and Performance Evaluation. Journal of Medical Internet Research 23(8): e29328
7.    Zhao, Z., Zhu, Z., Zhang, X., Tang, H., Xing, J., Hu, X., Lu, J., Peng, Q. and Qu, X. (2021). Atypical Head Movement during Face-to-Face Interaction in Children with Autism Spectrum Disorder. Autism Research. https://doi.org/10.1002/aur.2478
8.    Zhao, Z., Tang, H., Zhang, X., Zhu, Z., Xing, J., Li, W., Tao, D., Qu, X. and Lu, J. (2021). Characteristics of visual fixation in Chinese children with autism during face-to-face conversations. Journal of Autism and Developmental Disorders. DOI: 10.1007/s10803-021-04985-y
9.    Zhao, Z., Zhu, Z., Zhang, X., Tang, H., Xing, J., Hu, X., Lu, J., and Qu, X. (2021). Identifying autism with head movement features by implementing machine learning algorithms. Journal of Autism and Developmental Disorders. DOI: 10.1007/s10803-021-05179-2
10.    Zhao, Z., Xing J., Zhang, X.,Qu X., Hu, X., and Lu, J. (2021). Random and short-term excessive eye movement in children with autism during face-to-face conversation. Journal of Autism and Developmental Disorders. In press

代表会议论文:

1. Zhao Z., Zhang X., Hu X., Cao X., Lu J., Qu X. (2020). A Preliminary Study on the Assessment of Restrictedness in High Functioning Autism. Advances in Intelligent Systems and Computing, 1006. doi.org/10.1007/978-981-13-9406-5_40
2. Zhao, Z., Salesse, R. N., Gueugnon M., Schmidt, R. C., Marin L. & Bardy, B. G. (2015). How you look like matters: Impact of physical attractiveness on interpersonal coordination. Studies in Perception & Action XIII, M. Mouse & A. Lincoln (Eds.), Taylor & Francis Group, LLC.
3. Bardy, B. G., Salesse, R. N., Gueugnon, M., Zhao, Z., Lagarde, J., & Marin, L. (2014). Movement similarities and differences during social interaction. Proceedings of the 2014 IEEE International Conference on Systems, Man, and Cybernetics (pp. 786-791). October 5-8: San Diego, CA, DOI 10.1109/SMC.2014.6974004
4. Gueugnon, M., Salesse, R. N., Bardy, B. G., Zhao, Z., Schmidt, R. C., & Marin, L. (2015). Spontaneaous dynamic of intrapersonal postural coordination. Studies in Perception & Action XIII, M. Mouse & A. Lincoln (Eds.), Taylor & Francis Group, LLC.

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