台大心理系

系所成員 系所師資 專任教授 黃從仁 Huang, Tsung-Ren

黃從仁 Huang, Tsung-Ren

  • 職稱: 副教授
  • 研究領域: 認知與知覺心理學/生物心理學
  • E-Mail: Email住址會使用灌水程式保護機制。你需要啟動Javascript才能觀看它
  • 辦公室/電話: S103/ 886-2-33663104
  • 研究興趣:

    Psychoinformatics and Neuroinformatics / Computational Modeling of Neural and Cognitive Systems /  Learning and Memory / Social Cognition & Social Interaction of Humans and Machines (AI / Robots)

  • 提供課程:

    General Psychology / Psychoinformatics and Neuroinformatics / Advanced Psychoinformatics and Neuroinformatics / Neural and Behavioral Modeling / Methods of Psychological Experiments / Introduction to Functional Magnetic Resonance Imaging / Functions of Neural Systems / Cognitive Science / Introduction of Cognitive Neuroscience / Advanced Cognitive Neuroscience / Physiological Psychology / Memory in Social Contexts / Blue Light, Sleep, and Psychology / Application and Commercialization of Psychological Knowledge / Guest Lectures at NTU College of Management (GMBA / PMBA / SEED)

  • 經歷:

    2024-2025 Visiting Scholar, Department of Psychology, Stanford University
    2024-         Advisory Board Member, Cutters AI Technologies Inc.
    2024-         Center Researcher, NVIDIA-NTU Artificial Intelligence Joint Research Center, National Taiwan University
    2024-         Associate Director, Digital Learning Center, National Taiwan University
    2023-2026 Director, Taiwanese Psychological Association
    2023-         Associate Professor, Graduate Institute of Brain and Mind Sciences, National Taiwan University (joint appointment)
    2022-         Associate Professor, Institute of Applied Mathematical Sciences, National Taiwan University (joint appointment)
    2022-         Program Faculty, Master Program in Statistics, National Taiwan University
    2022-         Division Director, Imaging Center for Integrated Body, Mind and Cultural Research, National Taiwan University
    2020-         Associate Professor, Department of Psychology, National Taiwan University
    2019-2022 Center Researcher, Joint Research Center for AI Technology and All Vista Healthcare, National Taiwan University
    2019-2022 Center Researcher, AI Biomedical Research Center, National Cheng Kung University
    2018-         Center Researcher, Center for Artificial Intelligence and Advanced Robotics, National Taiwan University
    2018-2022 Center Researcher, Center for Research in Econometric Theory and Applications, National Taiwan University
    2017-2018 Deputy Secretary General, Taiwanese Psychological Association
    2014-         Center Researcher, Neurobiology & Cognitive Science Center, National Taiwan University
    2014-         Director, Modeling and Informatics Laboratory, National Taiwan University
    2014-2020 Assistant Professor, Department of Psychology, National Taiwan University
    2011-2014 Research Associate, Department of Psychology and Neuroscience, University of Colorado Boulder
    2012-2013 System Administrator, Institute of Cognitive Science, University of Colorado Boulder
    2009-2011 Research Associate, Department of Psychology, Boston University
    2003-2004 Research Assistant, Department of Computer Science and Information Engineering, National Taiwan University

  • 學術榮譽:

    2025 NSTC Future Tech Award (on RAG System)
    2024 NSTC Future Tech Award (on Social Robots)
    2024 NSTC Future Tech Award (on VR Training)
    2024 Career Development Project Fellow at National Taiwan University (2024-2026)
    2023 Laurel Research Project Fellow at National Taiwan University (2023-2027)
    2023 NSTC Excellent Young Scholar (2023-2027)
    2023 Outstanding Teaching Faculty Member at National Taiwan University (top 10%)
    2017 Outstanding Teaching Faculty Member at National Taiwan University (top 10%)
    2016 Outstanding Teaching Faculty Member at National Taiwan University (top 10%)
    2015 Invited General Participant of the 8th France-Taiwan Frontiers of Science Meeting
    2014 MOST Special Outstanding Talent (2014-2016)

  • 學歷:

    2009 Ph.D., Cognitive and Neural Systems, Boston University

    2003 M.S., Physics, National Taiwan University

    2001 B.S., Mathematics, National Taiwan University

期刊論文 Publications

期刊論文 Publications

Chuang, A.*, Chen, Y.-P., Huang, T.-R., & Lee, H.-M. (2025). Two different brains at work: the two workplace feelings organizations keep confusing and why it matters. California Management Review, in press.

Huang, L.T.L. & Huang, T.-R* (2025). Generative bias: Widespread, unexpected, and uninterpretable biases in generative models and their implications. AI & Society, in press.

Chuang, A., Chen, Y.-P.*, Huang, T.-R., & Lee, H.-M. (2025). A neuropsychological examination of the nature of perceived person–environment fit. Journal of Applied Psychology, in press.

Chen, P.-R., Huang, T.-R., Ming, O., Liang, R.-H., Gau, S.-F., & Chen, Y.-L.* (2025). The preliminary efficacy of cognitive behavioral therapy virtual reality job Interview and workplace communication training program for autistic adults. Autism in Adulthood, in press.

Pepe, N.W., Tan, L.S., Huang, T.-R., Savani, K.*, & Rajaram, S.* (2024). Cultural variations in memory disruption: The part-list cuing impairment in Taiwan, Singapore, and the United States. Journal of Cross-Cultural Psychology, 55(5), 447-465.

Tseng, L.-H., Chen, Z.-C., Chang, W.-S., Lee, C.-K., Huang, T.-R., & Lee, H.-Y.* (2024). Leave no knowledge behind during knowledge distillation: Towards practical and effective knowledge distillation for code-switching ASR using realistic data. In 2024 IEEE Spoken Language Technology Workshop (SLT) (pp. 118-125).

Huang, T.-R.*, Cheng, Y.-L., & Rajaram, S. (2024). Unavoidable social contagion of false memory from robots to humans. American Psychologist, 79(2), 285-298.

Li, Y.-T., Yeh, S.-L., & Huang, T.-R.* (2023). The cross-race effect in automatic facial expression recognition violates measurement invariance. Frontiers in Psychology, 14, 1201145.

Huang, T.-R.*, Hsu, S.-M., & Fu, L.-C. (2023). Data augmentation via face morphing for recognizing intensities of facial emotions. IEEE Transactions on Affective Computing, 14(2), 1228-1235.

Yan, K.*, Tsai, M.-L., Huang, T.-R. (2023). A scientometric approach to the integrated history and philosophy of science: Entrenched biomedical standardization and citation-exemplar. International Studies in the Philosophy of Science, 36(2), 143-165.

Hung, S.-H., Huang, C.-Y., Huang, T.-R., Tang, S.-A., Tsai, Y.-P., & Chang, C.-Y.* (2023). Where are landscape designers' spatial abilities in the brain? An fMRI study. Journal of People, Plants, and Environment, 26(5), 455-467.

Tsai, D.F.C.*, Foo, K.-F., Huang, T.-R., & Chung, P-C. (2023). Data science ethics and medical AI research. Formosan Journal of Medicine, 27(3), 360-370. [In Chinese]

Huang, T.-R.*, Chen, T.-C, Lin, T.-Y, Goh, J.O.S., Chang, Y.-L., Yeh, S.-L., & Fu, L.-C. (2023). Spatially small-scale approach-avoidance behaviors allow learning-free machine inference of object preferences in human minds. International Journal of Social Robotics,15, 999–1006.

Ueda, Y.*, Huang, T.-R., Shen, Z., Sakata, C., Yeh, S.-L., & Saito, S. (2023). Sequential processing facilitates Hebb repetition learning in visuospatial domain. Journal of Experimental Psychology: General, 152(9), 2559-2577.

Huang, T.-R.* & Hsieh, Y.-M. (2023). Equal opportunities for learning and remembering attitudinally opposing information on the internet. Current Psychology, 43, 1627-1637.

Yang, Y.-Y., Hwang, A.H.C., Wu, C.-T., & Huang, T.-R.* (2022). Person-identifying brainprints are stably embedded in EEG mindprints. Scientific Reports, 12(1), 17031.

Yang, Y.-H., Huang, T.-R., & Yeh, S.-L.* (2022). Role of visual awareness on semantic integration of sequentially presented words: An fMRI study. Brain and Cognition, 164, 105916.

Huang, L.T.L., Chen, H.-Y.*, Lin, Y.-T., Huang, T.-R., & Hung, T.-W. (2022). Ameliorating algorithmic bias, or why explainable AI needs feminist philosophy. Feminist Philosophical Quarterly, 8(3/4).

Yeh, Y.-Y., Lin, T.-Y., Huang, T.-R.*, & Kuo, C.-Y.* (2022) Development of a tablet-based task battery for executive function assessment. Chinese Journal of Psychology, 64(3), 279-310. [In Chinese]

Chang, Y.-L.*, Luo, D.-H., Huang, T.-R., Goh, J.O.S., Yeh, S.-L., & Fu, L.-C. (2022). Identifying mild cognitive impairment by using human–robot interactions. Journal of Alzheimer’s Disease, 85(3), 1129-1142.

Chen, Y.-C., Yeh, S.-L.*, Huang, T.-R., Chang, Y.-L., Goh, J.O.S., & Fu, L.-C. (2021). Social robots for evaluating attention state in older adults. Sensors, 21(21), 7142.

Tsai, Y.-P., Hung, S.-H., Huang, T.-R., Sullivan, W.C., Tang, S.-A., & Chang, C.-Y.* (2021). What part of the brain is involved in graphic design thinking in landscape architecture? PLOS ONE, 16(12), e0258413.

Hsu, S.-M., Chen, S.-H., & Huang, T.-R.* (2021). Personal resilience can be well estimated from heart rate variability and paralinguistic features during human-robot conversations. Sensors, 21(17), 5844.

Huang, T.-R.*, Liu, Y.-W., Hsu, S.-M., Goh, J.O.S., Chang, Y.-L., Yeh, S.-L., & Fu, L.-C. (2021). Asynchronously embedding psychological test questions into human-robot conversations for user profiling. International Journal of Social Robotics, 13(6), 1359–1368.

Yan, K.*, Tsai, M. L., & Huang, T.-R. (2021). Improving the quality of case-based research in the philosophy of contemporary sciences. Synthese, 198, 9591-9610.

Chuang, Y.-S., Hung, H.-Y., Gamborino, E., Goh, J.O.S.*, Huang, T.-R., Chang, Y.-L., Yeh, S.-L., & Fu, L.-C. (2020). Using machine theory of mind to learn agent social network structures from observed interactive behaviors with targets. IEEE International Conference on Robot and Human Interactive Communication (RO-MAN). https://bit.ly/36JJjmj

Rohrlich, J.*, Huang, T.-R., Hazy, T. E., & O'Reilly, R. C. (2020). Object recognition's garden path: Low spatial frequencies. https://doi.org/10.31234/osf.io/j45fb

Huang, T.-R.* (2020). Applications and trends of big-data and AI methods in behavioral and social sciences. Survey Research—Method and Application, 45, 11-42. [In Chinese]

Luo, Z., Chang, C.-Y., Huang, T.-R., Studer, V., Wang, T.-W., & Lai, W.-S.* (2020). Lithium for schizophrenia: supporting evidence from a 12-year, nationwide health insurance database and from Akt1-deficient mouse and cellular models. Scientific Reports, 10(1), 1-13.

Huang, T.-R.* (2019). Understanding potentially biased artificial agents powered by supervised learning: Perspectives from cognitive psychology and cognitive neuroscience. Chinese Journal of Psychology, 61(3), 197-208.

Huang, T.-R.* & Wang, Y.-H. (2019). Perceiving self, others, and events through a religious lens: Mahayana Buddhists vs. Christians. Frontiers in Psychology, 10:217.

Chen, C.-Y. & Huang, T.-R.* (2019). Christians and Buddhists are comparably happy on Twitter: A large-scale linguistic analysis of religious differences in social, cognitive, and emotional tendencies. Frontiers in Psychology, 10:113.

Chen, Y.-A. & Huang, T.-R.* (2017). Multistability of the brain network for self-other processing. Scientific Reports, 7, 43313.

Huang, T.-R.* (2016). Hebbian plasticity for improving perceptual decisions. arXiv preprint arXiv:1612.03270.

Chien, S.H.L.*, Wang, J.-F., & Huang, T.-R. (2016). Developing the own-race advantage in 4-, 6-, and 9-month-old Taiwanese infants: A perceptual learning perspective. Frontiers in Psychology, 7:1606.

Chi, K.-Y., Hua, K.-L., Huang, T.-R., & Chen, Y.-Y.* (2016). Design of image barcodes for future mobile advertising. IEEE International Conference on Multimedia and Expo Workshops (ICMEW). http://doi.org/10.1109/ICMEW.2016.7574731

Tamaki, M., Huang, T.-R., Yotsumoto, Y., Hamalainen, M., Lin, F.-H., Nanez, J.E., Watanabe, T., & Sasaki, Y.* (2013). Enhanced spontaneous oscillations in the supplementary motor area are associated with sleep-dependent offline learning of finger-tapping motor-sequence task. Journal of Neuroscience. 33(34), 13894-13902.

Herd, S.A., Krueger, K.A., Kriete, T.E., Huang, T.-R., Hazy, T.E., & O'Reilly, R.C.* (2013). Strategic cognitive sequencing: A computational cognitive neuroscience approach. Computational Intelligence and Neuroscience. 2013, 149329.

Huang, T.-R.*, Hazy, T.E., Herd, S.A., & O'Reilly, R.C. (2013). Assembling old tricks for new tasks: A neural model of instructional learning and control. Journal of Cognitive Neuroscience. 25(6), 843-851.

Huang, T.-R.* & Watanabe, T. (2012). Task attention facilitates learning of task-irrelevant stimuli. PLoS ONE. 7(4), e35946.

Huang, T.-R.* (2012). Boston-NeuroTalks Calendar 3.0: A talk database powered by collective intelligence. Neuroinformatics, 10(2), 219-222.

Huang, T.-R. & Grossberg, S.* (2010). Cortical dynamics of contextually cued attentive visual learning and search: Spatial and object evidence accumulation. Psychological Review. 117(4), 1080-1112.

Grossberg, S.* & Huang, T.-R. (2009). ARTSCENE: A neural system for natural scene classification. Journal of Vision. 9(4):6, 1-19.

Chiu, T.-W.*, Hsieh, T.-R., Huang, C.-H., & Huang, T.-R. (2003). A computational system for lattice QCD with overlap Dirac quarks. Nuclear Physics B - Proceedings Supplements, 19C, 1050-1052.

Chiu, T.-W.*, Hsieh, T.-R., Huang, C.-H., & Huang, T.-R. (2003). A Linux PC cluster for lattice QCD with exact chiral symmetry. International Journal of Modern Physics C, 14, 723-746.

Chiu, T.-W.*, Hsieh, T.-R., Huang, C.-H., & Huang, T.-R. (2002). A note on Zolotarev optimal rational approximation for the overlap Dirac operator. Physical Review D, 66, 114502.

系所成員 系所師資 專任教授 黃從仁 Huang, Tsung-Ren