Dr Jiayu Zhan
- Affiliate (School of Psychology & Neuroscience)
Publications
2024
Bjornsdottir, R. T., Hensel, L. B., Zhan, J., Garrod, O. G. B., Schyns, P. G. and Jack, R. E. (2024) Social class perception is driven by stereotype-related facial features. Journal of Experimental Psychology: General, 153(3), pp. 742-753. (doi: 10.1037/xge0001519) (PMID:38271012)
2023
Yan, Y., Zhan, J., Garrod, O., Cui, X., Ince, R. A.A. and Schyns, P. G. (2023) Strength of predicted information content in the brain biases decision behavior. Current Biology, 33(24), 5505-5514.e6. (doi: 10.1016/j.cub.2023.10.042) (PMID:38065096)
2021
Daube, C., Xu, T., Zhan, J., Webb, A., Ince, R. A.A. , Garrod, O. G.B. and Schyns, P. G. (2021) Grounding deep neural network predictions of human categorization behavior in understandable functional features: the case of face identity. Patterns, 2(10), 100348. (doi: 10.1016/j.patter.2021.100348) (PMCID:PMC8515012)
Zhan, J., Liu, M., Garrod, O. G.B., Daube, C., Ince, R. A.A. , Jack, R. E. and Schyns, P. G. (2021) Modeling individual preferences reveals that face beauty is not universally perceived across cultures. Current Biology, 31(10), 2243-2252.e6. (doi: 10.1016/j.cub.2021.03.013) (PMID:33798430) (PMCID:PMC8162177)
2020
Schyns, P. G. , Zhan, J., Jack, R. E. and Ince, R. A.A. (2020) Revealing the information contents of memory within the stimulus information representation framework. Proceedings of the Royal Society of London Series B: Biological Sciences, 375, 20190705. (doi: 10.1098/rstb.2019.0705) (PMID:32248774)
2019
Zhan, J., Ince, R. A.A. , Van Rijsbergen, N. and Schyns, P. G. (2019) Dynamic construction of reduced representations in the brain for perceptual decision behavior. Current Biology, 29(2), 319-326.e4. (doi: 10.1016/j.cub.2018.11.049) (PMID:30639108) (PMCID:PMC6345582)
Zhan, J., Garrod, O. G.B., van Rijsbergen, N. and Schyns, P. G. (2019) Modelling face memory reveals task-generalizable representations. Nature Human Behaviour, 3, pp. 817-826. (doi: 10.1038/s41562-019-0625-3) (PMID:31209368)
2018
Chen, C. , Garrod, O. G.B., Zhan, J., Beskow, J., Schyns, P. G. and Jack, R. E. (2018) Reverse Engineering Psychologically Valid Facial Expressions of Emotion into Social Robots. In: 13th IEEE International Conference on Automatic Face and Gesture Recognition, Xi'an, China, 15-19 May 2018, pp. 448-452. ISBN 9781538623350 (doi: 10.1109/FG.2018.00072)
Articles
Bjornsdottir, R. T., Hensel, L. B., Zhan, J., Garrod, O. G. B., Schyns, P. G. and Jack, R. E. (2024) Social class perception is driven by stereotype-related facial features. Journal of Experimental Psychology: General, 153(3), pp. 742-753. (doi: 10.1037/xge0001519) (PMID:38271012)
Yan, Y., Zhan, J., Garrod, O., Cui, X., Ince, R. A.A. and Schyns, P. G. (2023) Strength of predicted information content in the brain biases decision behavior. Current Biology, 33(24), 5505-5514.e6. (doi: 10.1016/j.cub.2023.10.042) (PMID:38065096)
Daube, C., Xu, T., Zhan, J., Webb, A., Ince, R. A.A. , Garrod, O. G.B. and Schyns, P. G. (2021) Grounding deep neural network predictions of human categorization behavior in understandable functional features: the case of face identity. Patterns, 2(10), 100348. (doi: 10.1016/j.patter.2021.100348) (PMCID:PMC8515012)
Zhan, J., Liu, M., Garrod, O. G.B., Daube, C., Ince, R. A.A. , Jack, R. E. and Schyns, P. G. (2021) Modeling individual preferences reveals that face beauty is not universally perceived across cultures. Current Biology, 31(10), 2243-2252.e6. (doi: 10.1016/j.cub.2021.03.013) (PMID:33798430) (PMCID:PMC8162177)
Schyns, P. G. , Zhan, J., Jack, R. E. and Ince, R. A.A. (2020) Revealing the information contents of memory within the stimulus information representation framework. Proceedings of the Royal Society of London Series B: Biological Sciences, 375, 20190705. (doi: 10.1098/rstb.2019.0705) (PMID:32248774)
Zhan, J., Ince, R. A.A. , Van Rijsbergen, N. and Schyns, P. G. (2019) Dynamic construction of reduced representations in the brain for perceptual decision behavior. Current Biology, 29(2), 319-326.e4. (doi: 10.1016/j.cub.2018.11.049) (PMID:30639108) (PMCID:PMC6345582)
Zhan, J., Garrod, O. G.B., van Rijsbergen, N. and Schyns, P. G. (2019) Modelling face memory reveals task-generalizable representations. Nature Human Behaviour, 3, pp. 817-826. (doi: 10.1038/s41562-019-0625-3) (PMID:31209368)
Conference Proceedings
Chen, C. , Garrod, O. G.B., Zhan, J., Beskow, J., Schyns, P. G. and Jack, R. E. (2018) Reverse Engineering Psychologically Valid Facial Expressions of Emotion into Social Robots. In: 13th IEEE International Conference on Automatic Face and Gesture Recognition, Xi'an, China, 15-19 May 2018, pp. 448-452. ISBN 9781538623350 (doi: 10.1109/FG.2018.00072)