导师风采

张丹
职称 : 副教授
职务 : 教师
学位 : 博士
电子邮箱 : dzhang@tsinghua.edu.cn
个人主页 : https://www.psych.tsinghua.edu.cn/info/1180/1431.htm

个人简介

2005.07 Bachelor of Engineering, Department of Automation, Tsinghua University

2011.01 Ph.D. of Engineering, Department of Biomedical Engineering, School of Medicine, Tsinghua University


工作简历

2011.01-2013.04 Postdoc Fellow, School of Medicine, Tsinghua University

2013.05-Present Assistant / Associate professor, Department of Psychology, School of Social Sciences, Tsinghua University


教学工作

Statistics

Advanced statistics

Neuroimaging data analysis

研究领域

Brain-computer interface

Wearable bio-sensing

Affective computing

Learning science 

科研成果

Tang, L.#, Yuan, P.#, Zhang, D.* (2023). Emotional experience during human-computer interaction: a survey. International Journal of Human-Computer Interaction, in press (SCI IF = 4.7, JCR Q1)

Shui, X.#, Lin, R.#, Luo, Z., Lin, B., Mao, X., Li, H., Liu, R.*, Zhang, D.* (2023). Bodily Electrodermal Representations for Affective Computing. IEEE Transactions on Affective Computing, in press (SCI IF =11.2, JCR Q1)

Chen, J., Qian, P., Gao, X., Li, B., Zhang, Y.*, Zhang, D.* (2023). Inter-brain coupling reflects disciplinary differences in real-world classroom learning. npj Science of Learning, DOI: 10.1038/s41539-023-00162-1. (SCI IF = 4.2, JCR Q1)

Chen, J.#, Xiao, Y.#, Xu, B., Zhang, D.* (2023). The Developmental Trajectory of Task-related Frontal EEG Theta/Beta Ratio in Childhood. Developmental Cognitive Neuroscience, 60, 101233. (SCI IF = 4.7, JCR Q1)

Shui, X., Chen, Y., Hu, X., Wang, F., Zhang, D.* (2023). Personality in Daily Life: Multi-situational Physiological Signals Reflect Big-Five Personality Traits. IEEE Journal of Biomedical and Health Informatics, 27(6): 2853-2863. (SCI IF = 7.7, JCR Q1)

Shen, X.#, Liu, X.#, Hu, X., Zhang, D.*, Song, S.* (2022). Contrastive Learning of Subject-Invariant EEG Representations for Cross-Subject Emotion Recognition. IEEE Transactions on Affective Computing, DOI: 10.1109/TAFFC.2022.3164516. (SCI IF = 11.2, JCR Q1)

Hu, X., Wang, F., Zhang, D.* (2022). Similar brains blend emotion in similar ways: Neural representations of individual difference in emotion profiles. NeuroImage, 118819 (SCI IF = 5.7, JCR Q1, Cover Article)


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