Dan Zhang

Associate Professor

Department of Psychology, Tsinghua University

Contact: dzhang (at) tsinghua.edu.cn

Education background

2001.09 — 2005.07     Bachelor of Engineering, Automation, Tsinghua University

2006.09 — 2011.01     Tsinghua-Hamburg Joint Ph.D. program ‘CINACS’

2005.09 — 2011.01     Ph.D., Biomedical Engineering, Tsinghua University

Experience

2011.01 — 2013.04     Postdoc, School of Medicine, Tsinghua University

2013.05 — 2016.12    Assistant professor, Department of Psychology, Tsinghua University

2016.12 — Present     Associate professor, Department of Psychology, Tsinghua University

Research Interests

Affective Brain-Computer Interface

Physiological computing for psychological assessment

Publications (selected)

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. (SCI IF = 11.2, JCR Q1, ESI highly cited paper - Oct 2023)

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. (IF = 9.8, 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, DOI: 10.1109/TAFFC.2023.3315973. (SCI IF =11.2, 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)

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)

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)

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. (SCI IF = 11.2, JCR Q1)

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. (SCI IF = 13.990, JCR Q1)

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)

Hu, X., Yu, J., Song, M., Yu, C., Wang, F., Sun, P., Wang, D.*, Zhang, D.* (2017). EEG Correlates of Ten Positive Emotions. Frontiers in Human Neuroscience, 11(796), 2765. (SCI IF = 3.209, JCR Q1)

Zhang, D.#, Song, H.#, Xu, R., Zhou, W., Ling, Z., Hong, B.* (2013). Toward a minimally invasive brain-computer interface using a single subdural channel: a visual speller study. NeuroImage, 71, 30–41. (SCI IF = 6.252,  JCR Q1)

Please see my ResearchGate page for more information.