张　丹 博士

清华大学心理学系 长聘副教授

研究兴趣和领域

情感状态与特质的神经生理计算

面向人机交互与心理健康评估的情感脑机接口

基于超扫描与人际分析的社会认知

代表性论文

[1] Shui, X.#, Lin, R.#, Luo, Z.#, Lin, B., Mao, X., Li, H., Liu, R.*, Zhang, D. * (2024). Bodily Electrodermal Representations for Affective Computing. IEEE Transactions on Affective Computing, 15(3): 1018-1025.

[2] He, W., Luo, H., Zhang, D.*, Zhang, Y.* (2024). Students' Subjective Feelings during Classroom Learning. Learning and Instruction, 91, 101891.

[3] Tang, L.#, Yuan, P.#, Zhang, D.* (2024). Emotional experience during human-computer interaction: a survey. International Journal of Human-Computer Interaction, 40(8): 1845-1855.

[4] Shen, X.#, Liu, X.#, Hu, X., Zhang, D.*, Song, S.* (2023). Contrastive Learning of Subject-Invariant EEG Representations for Cross-Subject Emotion Recognition. IEEE Transactions on Affective Computing, 14(3): 2496-2511. (ESI highly cited)

[5] Chen, J.#, Wang, X.#, Huang, C., Hu, X., Shen, X., Zhang, D.* (2023). A large finer-grained affective computing EEG dataset. Scientific Data, 10:740, DOI: 10.1038/s41597-023-02650-w.

[6] 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.

[7] 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.

[8] Hu, X., Wang, F., Zhang, D.* (2022). Similar brains blend emotion in similar ways: Neural representations of individual difference in emotion profiles. NeuroImage, 118819 (Cover Article)

[9] Li, W., Wu, C., Hu, X., Chen, J., Fu, S., Wang, F.*, Zhang, D.* (2022). Quantitative Personality Predictions from a Brief EEG Recording. IEEE Transactions on Affective Computing, 13(3): 1514-1527.

[10] Ding, Y.#, Hu, X.#, Xia, Z., Liu, Y.-J., Zhang, D.* (2021). Inter-brain EEG Feature Extraction and Analysis for Continuous Implicit Emotion Tagging during Video Watching. IEEE Transactions on Affective Computing, 12(1): 92-102.

[11] Hu, X.#, Chen, J.#, Wang, F., Zhang, D.* (2019). Ten Challenges for EEG-based Affective Computing. Brain Science Advances, 5(1): 1–20. (Editor's Top Picks 2019-2020)

荣誉和奖励及参加学术团体的情况

2019-至今 IEEE Transactions on Affective Computing编委

2015-至今 Frontiers in Psychology评审编委

2015-至今 Frontiers in Neuroscience评审编委

联系方式

地址：北京市海淀区清华大学明斋334（100084）

电话：+86 10 62796737

邮箱：dzhang (at) tsinghua.edu.cn