Janet H. Hsiao
Professor
Division of Social Science

Publications

Journal Articles

  • Liao, W., & Hsiao, J. H. (accepted). Does word boundary information facilitate Chinese sentence reading in children as beginning readers? Learning & Instruction.
  • Tsui, H. K. H, Wong, T. Y., Chak, F. A., Ting, E. W., Hsiao, J. H., & Chan, S. K. W. (2024). Reliability of Theory of Mind Tasks in Schizophrenia, ASD, and Nonclinical Populations: a systematic review and meta-analysis. Neuropsychology Review. https://doi.org/10.1007/s11065-024-09652-4
  • Liao, W., & Hsiao, J. H. (2024). The role of eye movement pattern and consistency in isolated English word reading. Cognitive Science, 48(9), e13489. https://doi.org/10.1111/cogs.13489
  • Tsui, H. K. H., Luk, S. L., Hsiao, J. H., & Chan, S. K. W. (2024). Facial Emotion Perception in Subjects with Clinical High Risk for Psychosis Compared with Healthy Controls, First-Episode Psychosis, and in Predicting Psychosis Transition: A Systematic Review and Meta-Analysis. Psychiatry Research. https://doi.org/10.1016/j.psychres.2024.116143
  • Dale, R., Byrne, R., Cohen, E., Deroy, O., Gershman, S., Hsiao, J. H., Li, P., Monaghan, P., Noelle, D. C., van Rooij, I., Shah, P., Spivey, M. J., & Varma, S. (2024). Introduction to Progress and Puzzles of Cognitive Science. Cognitive Science. https://doi.org/10.1111/cogs.13480
  • Qi, R., Zheng, Y., Yang, Y., Cao, C. C., & Hsiao, J. H. (2024). Explanation Strategies in Humans vs. Current Explainable AI: Insights from Image Classification. British Journal of Psychology. https://doi.org/10.1111/bjop.12714 [Special Issue: The Use of AI in Psychological Research]
  • Liu, G., Zhang, J., Chan, A. B., & Hsiao, J. H. (2024). Human Attention-Guided Explainable Artificial Intelligence for Computer Vision Models. Neural Networks. https://doi.org/10.1016/j.neunet.2024.106392
  • Hsiao, J. H. (2024). Understanding human cognition through computational modelling. Topics in Cognitive Science. [Invited contribution to the topic on Fellows of the Cognitive Science Society] https://doi.org/10.1111/tops.12737
  • Tsui, H. K. H., Liao, Y., Hsiao, J. H., Suen, Y. N., Yan, E. W. C., Poon, Lap, T., Siu, M. W., Hui, C. L. M., Chang, W. C., Lee, E. H. M., Chen, E. Y. H., & Chan, S. K. W. (2024). Mentalizing Impairments and Hypermentalizing Bias in Individuals with First-Episode Schizophrenia-Spectrum Disorder and At-Risk Mental State. European Archives of Psychiatry and Clinical Neuroscience. https://doi.org/10.1007/s00406-024-01830-y
  • Zhao, C., Hsiao, J. H., & Chan, A. B. (2024). Gradient-based Instance-Specific Visual Explanations for Object Specification and Object Discrimination. IEEE Transactions on Pattern Analysis and Machine Intelligence. https://doi.org/10.1109/tpami.2024.3380604
  • Lam, S., Li, Cheng, Hsiao, J. H., & Lau, E. Y. Y. (2024). A Sleepless Night Disrupts the Resolution of Emotional Conflicts: Behavioural and Neural Evidence. Journal of Sleep Research, e14176. https://doi.org/10.1111/jsr.14176
  • Zhong, N., Hsiao, J. H., Zhou, G., & Hayward, W. (2024). Association of idiosyncratic eye-movement patterns with holistic processing of faces as measured by the composite face effect and the face inversion effect. Visual Cognition, 31(7), 485-500. https://doi.org/10.1080/13506285.2024.2315783
  • Liu, G., Wen, Y., Hsiao, J. H., Zhang, D., Tian, L., & Zhou, W. (2024). EEG-based familiar and unfamiliar face classification using filter-bank differential entropy features. IEEE Transactions on Human-Machine Systems, 54(1), 44-55. http://doi.org/10.1109/THMS.2023.3332209
  • Teng, X. S., Hsiao, J. H., & Lo, Y. Y. (2023). Cognitive processes and strategies of bilingual students when attempting assessments in L2. Journal of Immersion and Content-based Language Education. https://doi.org/10.1075/jicb.23011.ten
  • Sun, R., Cheng, A., Chan, C., Hsiao, J. H., Private, A., Gao, J., Fong, C., Ding, R., & Tang, A. (2023). Tracking Gaze Position from EEG: Exploring the Possibility of an EEG-based Virtual Eye-Tracker. Brain & Behavior, 13(1), e3205.
  • Zhang, F., Loo, B. P. Y., Lan, H., Chan, A. B., & Hsiao, J. H. (2023). Jobs-housing Balance and Travel Patterns among Different Occupations as Revealed by Hidden Markov Mixture Models: The Case of Hong Kong. Transportation. https://doi.org/10.1007/s11116-023-10390-4
  • Hsiao, J. H., & Chan, A. B. (2023). Visual attention to own- vs. other-race faces: Perspectives from learning mechanisms and task demands. British Journal of Psychology, 114(S1), 17-20 https://doi.org/10.1111/bjop.12647
  • Liu, G., Hsiao, J. H, Zhou, W., & Lan, T. (2023). MartMi-BCI: A Matlab-based Real-Time Motor Imagery Brain-Computer Interface Platform. SoftwareX, 101371. https://doi.org/10.1016/j.softx.2023.101371
  • Que, Y., Zheng, Y., Hsiao, J. H., & Hu, X. (2023). Studying the Effect of Self-selected Background Music on Reading Comprehension with Eye Movements. Scientific Reports, 13, 1704. https://doi.org/10.1038/s41598-023-28426-1
  • Wang, L., Hsiao, J. H., Chan, A. B., Cheung, J., Hung, S., & Au, T. K. (2023). On becoming socially anxious: Toddlers' attention bias for fearful faces. Developmental Psychology,59(2), 353-363. https://doi.org/ 10.1037/dev0001472
  • Hsiao, J. H., An, J., Hui, V. K. S., Zheng, Y., & Chan, A. B. (2022). Understanding the role of eye movement consistency in face recognition and autism through integrating deep neural networks and hidden Markov models. npj Science of Learning, 7, 28. https://doi.org/10.1038/s41539-022-00139-6
  • Tso, R. V. Y., Chui, C. O., & Hsiao, J. H. (2022). How does face mask in COVID-19 pandemic disrupt face learning and recognition in adults with autism spectrum disorder? Cognitive Research: Principles & Implications, 7, 64. https://doi.org/10.1186/s41235-022-00407-4
  • Zheng, Y. & Hsiao, J. H. (2022). Differential audiovisual information processing in emotion recognition: An eye-tracking study. Emotion, 23(4), 1028-1039. https://doi.org/10.1037/emo0001144
  • Liao, W., Li, S. T. K., & Hsiao, J. H. (2022). Music reading experience modulates eye movement pattern in English reading but not in Chinese reading. Scientific Reports, 12, 9144. https://doi.org/10.1038/s41598-022-12978-9; Online Link
  • Cho, V., Hsiao, J. H., Chan, A. B., Ngo, H., King, N. M., & Anthonappa, R. (2022). Understanding children's attention to dental caries through eye-tracking. Caries Research. https://doi.org/10.1159/000524458
  • Tso, R. V. Y., Au, T. K., & Hsiao, J. H. (2022). Non-monotonic developmental trend of holistic processing in visual expertise: The case of Chinese character recognition. Cognitive Research: Principles and Implications, 7, 39. https://doi.org/10.1186/s41235-022-00389-3
  • Cho, V., Hsiao, J. H., Chan, A. B., Ngo, H., King, N., & Anthonappa, R. (2022). Eye movement analysis of children's attention for midline diastema. Scientific Reports, 12, 7462. https://doi.org/10.1038/s41598-022-11174-z
  • Hsiao, J. H., Liao, W., & Tso, R. V. Y. (2022). Impact of mask use on face recognition: An eye tracking study. Cognitive Research: Principles and Implications, 7, 32. https://doi.org/10.1186/s41235-022-00382-w
  • Cho, V., Hsiao, J. H., Chan, A. B., Ngo, H., King, N. M., & Anthonappa, R. (2022). Understanding children's attention to traumatic dental injuries using eye-tracking. Dental Traumatology. https://doi.org/10.1111/edt.12751
  • Chan, S. K. W., Hsiao, J. H., Wong, A. O. Y., Liao, Y., Suen, Y., Yan, E. W. C., Poon, L.-T., Siu, M. W., Hui, C. L. M., Chang, W., C., Lee, E. H. M., & Chen, E. Y. H. (2022). Explicit and implicit mentalization of patients with first-episode schizophrenia: a study of self-referential gaze perception and eye movement analysis using Hidden Markov Models. European Archives of Psychiatry and Clinical Neuroscience, 1-11. https://doi.org/10.1007/s00406-022-01383-y
  • Zheng, Y., Ye, X., & Hsiao, J. H. (2022). Does adding video and subtitles to an audio lesson facilitate its comprehension? Learning & Instruction, 77, 101542. https://doi.org/10.1016/j.learninstruc.2021.101542
  • Chan, F. H. F., Suen, H., Chan, A. B., Hsiao, J. H., & Barry, T. J. (2022). The effects of attentional and interpretation biases on later pain outcomes among younger and older adults: a prospective study. European Journal of Pain, 26(1), 181-196. https://doi.org/10.1002/ejp.1853
  • Lan, H., Liu, Z., Hsiao, J. H., Yu, D., & Chan, A. B. (2021). Clustering Hidden Markov Models with Variational Bayesian Hierarchical EM. IEEE Transactions on Neural Networks and Learning Systems, 1-15. https://doi.org/10.1109/TNNLS.2021.3105570
  • Lee, H. H., Chen, Z. L., Yeh, S. L., Hsiao, J. H., & Wu, A. Y. (2021). Mind-wandering as revealed by eye movement analysis with hidden Markov models. Sensors, 21(22), 7569. https://doi.org/10.3390/s21227569
  • Turbett, K., Jeffery, L., Bell, J., Digges, A., Zheng, Y., Hsiao, J. H., & Palermo, R. (2021). Serial dependence of facial identity for own- and other-race faces. Quarterly Journal of Experimental Psychology, 1-16. https://doi.org/10.1177/17470218211059430
  • Hsiao, J. H., Chan, A. B., An, J., Yeh, S.-L., & Jingling, L. (2021). Understanding the collinear masking effect in visual search through eye tracking. Psychonomic Bulletin & Review, 28, 1933-1943. https://doi.org/10.3758/s13423-021-01944-7
  • Hsiao, J. H., An, J., Zheng, Y., & Chan, A. B. (2021). Do portrait artists have enhanced face processing abilities? Evidence from hidden Markov modeling of eye movements. Cognition, 211, 104616. https://doi.org/10.1016/j.cognition.2021.104616
  • Hsiao, J. H, Lan, H., Zheng, Y., & Chan, A. B. (2021). Eye Movement analysis with Hidden Markov Models (EMHMM) with co-clustering. Behavior Research Methods, 53, 2473-2486. https://doi.org/10.3758/s13428-021-01541-5
  • Liu, Z., Yu, L., Hsiao, J. H., & Chan, A. B. (2022). PRIMAL-GMM: PaRametrIc MAnifold Learning of Gaussian Mixture Models. IEEE Transactions on Pattern Analysis and Machine Intelligence, 44(6), 3197-3211. https://doi.org/10.1109/TPAMI.2020.3048727 ; Author's Version
  • Chan, S. K. W., Liu, T., Wong, A. O. Y., Wong, G. H. Y., Hsiao, J. H., Hui, C. L. M., Chang, W. C., Lee, E. H. M., & Chen, E. Y. H. (2021). Self-referential gaze perception of patients with schizophrenia and its relationship with symptomatology and cognitive functions. Schizophrenia Research, 228, 288-294. https://doi.org/10.1016/j.schres.2020.12.034
  • Loo, B. P. Y., Zhang, F., Hsiao, J. H., Chan, A. B., & Lan, H. (2021). Applying the Hidden Markov Model to analyze urban mobility patterns: An interdisciplinary approach . Chinese Geographical Science, 31(1), 1-13. https://doi.org/10.1007/s11769-021-1173-0 ; Online PDF Copy
  • Sun, R., Chan, C. Y. H., Hsiao, J. H., & A., Tang (2021). Validation of SOBI-DANS method for automatic identification of horizontal and vertical eye movement components from EEG. Psychophysiology, 58(2), e13731. https://doi.org/10.1111/psyp.13731
  • Chan, F. H. F., Jackson, T., Hsiao, J. H., Chan, A. B., & Barry, T. J. (2020). The interrelation between interpretation biases, threat expectancies and pain-related attentional processing. European Journal of Pain, 24(10), 1956-1967. https://doi.org/10.1002/ejp.1646
  • Chan, F. H. F., Barry, T. J., Chan, A. B., & Hsiao, J. H. (2020). Understanding visual attention to face emotions in social anxiety using hidden Markov models. Cognition and Emotion, 34(8), 1704-1710. https://doi.org/10.1080/02699931.2020.1781599
  • Chan, F. H. F., Suen, H., Hsiao, J. H., Chan, A. B., & Barry, T. J. (2020). Interpretation biases and visual attention in the processing of ambiguous information in chronic pain. European Journal of Pain, 24(7), 1242-1256. https://doi.org/10.1002/ejp.1565
  • Tso, R. V. Y., Chan, R. T. C., & Hsiao, J. H. (2020). Holistic but with reduced right-hemisphere involvement: The case of dyslexia in Chinese character recognition. Psychonomic Bulletin & Review, 27(3), 553-562. https://doi.org/10.3758/s13423-020-01721-y
  • An, J., & Hsiao, J. H. (2021). Modulation of mood on eye movement pattern and performance in face recognition. Emotion, 21(3), 617-630. https://doi.org/10.1037/emo0000724 ; Draft Copy
  • Chuk, T., Chan, A. B., Shimojo, S., & Hsiao, J. H. (2020). Eye movement analysis with switching hidden Markov models. Behavior Research Methods, 52(3), 1026-1043. https://doi.org/10.3758/s13428-019-01298-y
  • Jiang, M., Wong, S. K. M., Chung, H. K. S., Sun, Y., Hsiao, J. H., Sui, J., & Humphreys, G. (2019). Cultural orientation of self-bias in perceptual matching. Frontiers in Psychology, 10:1469. https://doi.org/10.3389/fpsyg.2019.01469
  • Li, T. K., Chung, S., & Hsiao, J. H. (2019). Music-reading expertise modulates the visual span for English letters but not Chinese characters. Journal of Vision, 19(4):10. 1-16. https://doi.org/10.1167/19.4.10
  • Zhang, J., Chan, A. B., Lau, E. Y. Y., & Hsiao, J. H. (2019). Individuals with insomnia misrecognize angry faces as fearful faces while missing the eyes: An eye-tracking study. Sleep, 42(2), zsy220. https://doi.org/10.1093/sleep/zsy220
  • Zhang, J., Lau, E. Y. Y., & Hsiao, J. H. (2019). Using emotion regulation strategies after sleep deprivation: ERP and behavioral findings. Cognitive, Affective, and Behavioral Neuroscience, 19(2), 283-295. https://doi.org/10.3758/s13415-018-00667-y
  • Chung, H. K. S., Leung, J. C. Y., Wong, V. M. Y., & Hsiao, J. H. (2018). When is the right hemisphere holistic and when is it not? The case of Chinese character recognition. Cognition, 178, 50-56. https://doi.org/10.1016/j.cognition.2018.04.022; PDF Copy
  • Li, T. K., & Hsiao, J. H. (2018). Music Reading Expertise Modulates Hemispheric Lateralization in English Word Processing but not in Chinese Character Processing. Cognition, 176, 159-173. https://doi.org/10.1016/j.cognition.2018.03.010 ; PDF Copy
  • Liu, T., Yeh, S. L., & Hsiao, J. H. (2018). Transfer of the left-side bias effect in perceptual expertise: The case of simplified and traditional Chinese character recognition. PLOS ONE, 13(4): e0194405. https://doi.org/10.1371/journal.pone.0194405
  • Thorup, B., Crookes, K.; Chang, P.P.W., Burton, N., Pond, S., Li, T. K., Hsiao, J. H., & Rhodes, G. (2018). Perceptual Experience Shapes our Ability to Categorise Faces by National Origin: A New Other-Race Effect. British Journal of Psychology, 109(3), 583-603. https://doi.org/10.1111/bjop.12289
  • Zhang, J., Lau, E. Y. Y., & Hsiao, J. H. (2018). Sleep Deprivation Compromises Resting-State Emotional Regulatory Processes: An EEG Study. Journal of Sleep Research, 28, e12671. https://doi.org/10.1111/jsr.12671
  • Chan, C. Y. H., Chan, A. B., Lee, T. M. C., & Hsiao, J. H. (2018). Eye movement patterns in face recognition are associated with cognitive decline in older adults. Psychonomic Bulletin & Review, 25(6), 2200-2207. https://doi.org/10.3758/s13423-017-1419-0 ; Online PDF Copy
  • Chuk, T., Crookes, K., Hayward, W. G., Chan, A. B., & Hsiao, J. H. (2017). Hidden Markov model analysis reveals the advantage of analytic eye movement patterns in face recognition across cultures. Cognition, 169, 102-117. https://doi.org/10.1016/j.cognition.2017.08.003 ; PDF Copy
  • Collova, J. R., Kloth, N., Crookes, K., Burton, N., Chan, C. Y. H., Hsiao, J. H., & Rhodes, G. (2017). A new other-race effect for gaze perception. Journal of Experimental Psychology: Human Perception and Performance, 43(11), 1857-1863. https://doi.org/10.1037/xhp0000460
  • Coutrot, A., Hsiao, J. H., & Chan, A. B. (2018). Scanpath modeling and classification with Hidden Markov Models. Behavioral Research Methods, 50(1), 362-379. https://doi.org/10.3758/s13428-017-0876-8 ; PDF Copy
  • Chuk, T., Chan, A. B., & Hsiao, J. H. (2017). Is having similar eye movement patterns during face learning and recognition beneficial for recognition performance? Evidence from hidden Markov modeling. Vision Research, 141, 204-216. https://doi.org/10.1016/j.visres.2017.03.010 ; PDF copy
  • Chung, H. K. S., Liu, J. Y. W., & Hsiao, J. H. (2017). How does reading direction modulate perceptual asymmetry effects? Quarterly Journal of Experimental Psychology, 70(8), 1559-1574. https://doi.org/10.1080/17470218.2016.1193549
  • Chan, A. B., & Hsiao, J. H. (2016). Information distribution within musical segments. Music Perception, 34(2), 218-242. https://doi.org/10.1525/mp.2016.34.2.218
  • Hsiao, J. H., & Galmar, B. (2016). Holistic processing as measured in the composite task does not always go with right hemisphere processing in face perception. Neurocomputing, 182, 165-177. https://doi.org/10.1016/j.neucom.2015.12.018
  • Liu, T., Chuk, T., Yeh, S. L., & Hsiao, J. H. (2016). Transfer of perceptual expertise: The case of simplified and traditional Chinese character recognition. Cognitive Science, 40(8), 1941-1968. https://doi.org/10.1111/cogs.12307
  • Hsiao, J. H., & Cheung, K. (2016). Visual similarity of words alone can modulate hemispheric lateralization in visual word recognition: Evidence from modeling Chinese character recognition. Cognitive Science, 40(2), 351-372. https://doi.org/10.1111/cogs.12233
  • Kanan, C., Bseiso, D., Ray, N., Hsiao, J. H., & Cottrell, G. (2015) Humans have idiosyncratic and task-specific scanpaths for judging faces. Vision Research, 108, 67-76. https://doi.org/10.1016/j.visres.2015.01.013
  • Chuk, T., Chan, A. B., & Hsiao, J. H. (2014). Understanding eye movements in face recognition using hidden Markov models. Journal of Vision, 14(11):8, 1-14. https://doi.org/10.1167/14.11.8
  • Tso, R. V. Y., Au, T. K., & Hsiao, J. H. (2014). Perceptual expertise: Can sensorimotor experience change holistic processing and left side bias? Psychological Science, 25(9), 1757-1767. https://doi.org/10.1177/0956797614541284
  • Lam, S. M., & Hsiao, J. H. (2014). Bilingual Experience Modulates Hemispheric Lateralization in Visual Word Processing. Bilingualism: Language and Cognition, 17(30), 589-609. https://doi.org/10.1017/S1366728913000734 ; PDF Copy
  • Hsiao, J. H., & Cheng, L. (2013). The modulation of stimulus structure on visual field asymmetry effects: the case of Chinese character recognition. Quarterly Journal of Experimental Psychology, 66(9), 1739-1755. https://doi.org/10.1080/17470218.2013.764902 PDF Copy;
  • Chan, K. W., & Hsiao, J. H. (2013). Hemispheric asymmetry in processing low- and high-pass filtered Cantonese speech in tonal and non-tonal language speakers. Language & Cognitive Processes, 28(8), 1224-1243. https://doi.org/10.1080/01690965.2012.702915 ; PDF Copy
  • Hsiao, J. H., Cipollini, B., & Cottrell, G. (2013). Hemispheric asymmetry in perception: A differential encoding account. Journal of Cognitive Neuroscience, 25(7), 998-1007. https://doi.org/10.1162/jocn_a_00377 ; PDF Copy
  • Hsiao, J. H., & Lam, S. M. (2013). The modulation of visual and task characteristics of a writing system on hemispheric lateralization in visual word recognition - A computational exploration. Cognitive Science, 37, 861-890. https://doi.org/10.1111/cogs.12033
  • Fernandes, M., Wammes, J., & Hsiao, J. H. (2013). Representation of linguistic information determines its susceptibility to memory interference. Brain Sciences, 3(3), 1244-1260. https://doi.org/10.3390/brainsci3031244
  • Hsiao, J. H., & Liu, T. T. (2012). The optimal viewing position in face recognition. Journal of Vision, 12(2):22, 1-9. https://doi.org/10.1167/12.2.22
  • Wong, A. C. N., Bukach, C. M., Hsiao, J. H., Greenspon, E., Ahern, E., Duan, Y., & Lui, K. F. H. (2012). Holistic processing as a hallmark of perceptual expertise for non-face categories including Chinese characters. Journal of Vision, 12(13):7, 1-5. https://doi.org/10.1167/12.13.7
  • Hsiao, J. H. (2011). Visual field differences can emerge purely from perceptual learning: Evidence from modeling Chinese character pronunciation. Brain & Language, 119(2), 89-98. https://doi.org/10.1016/j.bandl.2011.04.003 ; PDF Copy
  • Hsiao, J. H., & Liu, T. (2010). Position of phonetic components may influence how written words are processed in the brain: Evidence from Chinese phonetic compound pronunciation. Cognitive, Affective, & Behavioral Neuroscience, 10(4), 552-559. https://doi.org/10.3758/CABN.10.4.552 ; PDF Copy
  • Hsiao, J. H., & Cottrell, G. W. (2009). Not all expertise is holistic, but it may be leftist: The case of Chinese character recognition. Psychological Science, 20(4), 455-463. https://doi.org/10.1111/j.1467-9280.2009.02315.x ; PDF Copy
  • Hsiao, J. H., Shieh, D., & Cottrell, G. W. (2008). Convergence of the visual field split: hemispheric modeling of face and object recognition. Journal of Cognitive Neuroscience, 20, 2298-2307. https://doi.org/10.1162/jocn.2008.20162 ; PDF Copy
  • Hsiao, J. H., & Cottrell, G. W. (2008). Two fixations suffice in face recognition. Psychological Science, 9(10), 998-1006. https://doi.org/10.1111/j.1467-9280.2008.02191.x ; PDF Copy
  • Barrington, L., Marks, T., Hsiao, J. H., & Cottrell, G. W. (2008). NIMBLE: A kernel density model of saccade-based visual memory. Journal of Vision, 8(14):7, 1-14. https://doi.org/10.1167/8.14.17
  • Hsiao, J. H., Shillcock, R., & Lee, C. (2007). Neural correlates of foveal splitting in reading: evidence from an ERP study of Chinese character recognition. Neuropsychologia, 45, 1280-1292. https://doi.org/10.1016/j.neuropsychologia.2006.10.001 ; PDF Copy
  • Hsiao, J. H., Shillcock, R., & Lavidor, M. (2007). An examination of semantic radical combinability effects with lat-eralized cues in Chinese character recognition. Perception and Psychophysics, 69(3), 338-344. https://doi.org/10.3758/BF03193754 ; PDF Copy
  • Hsiao, J. H., & Shillcock, R. (2006). Analysis of a Chinese phonetic compound database: Implications for orthographic processing. Journal of Psycholinguistic Research, 35, 405-426. https://doi.org/10.1007/s10936-006-9022-y ; PDF Copy
  • Hsiao, J. H., Shillcock, R., & Lavidor, M. (2006). A TMS examination of semantic radical combinability effects in Chinese character recognition. Brain Research, 1078, 159-167. https://doi.org/10.1016/j.brainres.2006.01.072 ; PDF Copy
  • Hsiao, J. H., & Shillcock, R. (2005). Foveal splitting causes differential processing of Chinese orthography in the male and female brain. Cognitive Brain Research, 25, 531-536. https://doi.org/10.1016/j.cogbrainres.2005.08.005 ; PDF Copy

Publications in Book Chapters

  • Cottrell, G. W., & Hsiao, J. H. (2011). Neurocomputational models of face processing. In Calder, A. J., Rhodes, G., Haxby, J. V., & Johnson, M. H. (Eds.), Oxford Handbook of Face Perception (pp. 401-424). Oxford: Oxford University Press.

Full-Paper Publications in Peer-Reviewed Conference Proceedings

  • Zhong, Y., Tang, C., Yang, A., Qi, R., Zhou, K., Gong, Y., Heng, P.-A., Hsiao, J. H., & Dou, Q. (2024). Weakly-Supervised Medical Image Segmentation with Gaze Annotations. Medical Image Computing and Computer Assisted Intervention (MICCAI).
  • Qi, R., Liu, G., Zhang, J., & Hsiao, J. H. (2024). Do saliency-based explainable AI methods help us understand AI's decisions? The case of object detection AI. Proceedings of the 46th Annual Conference of the Cognitive Science Society. Cognitive Science Society. Online Link
  • Zhang, J., Liu, G., Chen, Y., Chan, A. B., & Hsiao, J. H. (2024). Demystify deep-learning AI for object detection using human attention data. Proceedings of the 46th Annual Conference of the Cognitive Science Society. Cognitive Science Society. Online Link
  • Liao, W., Wang, Z., Shum, K., Chan, A. B., & Hsiao, J. H. (2024). Do large language models resolve semantic ambiguities in the same way as humans? The case of word segmentation in Chinese sentence reading. Proceedings of the 46th Annual Conference of the Cognitive Science Society. Cognitive Science Society. Online Link
  • Xing, W., Zheng, Y., Chan, A. B., & Hsiao, J. H. (2024). Is holistic processing associated with face scanning pattern and performance in face recognition? evidence from deep neural network with hidden Markov modeling. Proceedings of the 46th Annual Conference of the Cognitive Science Society. Cognitive Science Society . Online Link
  • Zheng, Y., Liao, W., Tso, R., & Hsiao, J. H. (2024). The impact of mask use on face recognition in adults with autism spectrum disorder: an eye-tracking study. Proceedings of the 46th Annual Conference of the Cognitive Science Society. Cognitive Science Society. Online Link
  • Yang, A., & Hsiao, J. H. (2024). Real-world visual search in individuals with ASD. Proceedings of the 46th Annual Conference of the Cognitive Science Society. Cognitive Science Society. Online Link
  • Teng., X., Lan., H., Wong, G. H. Y., Chan, A. B., & Hsiao, J. H. (2024). Eye movement behavior during mind wandering across different tasks in interactive online learning. Proceedings of the 46th Annual Conference of the Cognitive Science Society. Cognitive Science Society. Online Link
  • Che, Y., Zheng, Y., Hsiao, J. H., & Hu, Xiao. (2024). Predicting learners' meta-cognition using eye movements during reading with background music. Proceedings of the 24th IEEE International Conference on Advanced Learning Technologies (ICALT 2024).
  • Hsiao, J. H., & Chan, A. B. (2023). Towards the next generation explainable AI that promotes AI-human mutual understanding. NeurIPS XAIA 2023. https://openreview.net/forum?id=d7FsEtYjvN
  • Zheng, Y., Harpe, S., Yang, A. Y., Hayward, W. G., Palermo, R., & Hsiao, J. H. (2023). Cultural differences in the effect of mask use on face and facial expression recognition. Proceedings of the 45th Annual Conference of the Cognitive Science Society. Cognitive Science Society.
  • Liao, W., & Hsiao, J. H. (2023). Does enlarging font size facilitate English word and sentence reading in children as beginning readers? Proceedings of the 45th Annual Conference of the Cognitive Science Society. Cognitive Science Society.
  • Qi, R., Zheng, Y., Yang, Y., Zhang, J., & Hsiao, J. H. (2023). Individual differences in explanation strategies for image classification and implications for explainable AI. Proceedings of the 45th Annual Conference of the Cognitive Science Society. Cognitive Science Society.
  • Yang, A., Liu, G., Chen, Y., Qi, R., Zhang, J., & Hsiao, J. H. (2023). Humans vs. AI in Detecting Vehicles and Humans in Driving Scenarios. Proceedings of the 45th Annual Conference of the Cognitive Science Society. Cognitive Science Society.
  • Liu, G., Zhang, J., Chan, A., & Hsiao, J. H. (2023). Human Attention-Guided Explainable AI for Object Detection. Proceedings of the 45th Annual Conference of the Cognitive Science Society. Cognitive Science Society.
  • Yang, Y., Zheng, Y., Deng, D., Yang, Y., Huang, Y., Hsiao, J. H., & Cao, C. (2022). HSI: Human Saliency Imitator for Benchmarking Saliency-based Model Explanations. The Tenth AAAI Conference on Human Computation and Crowdsourcing.
  • Zheng, Y., Chen, D., Hu, X., & Hsiao, J. H. (2022). The impact of mask use on social categorization. Proceedings of the 44th Annual Conference of the Cognitive Science Society. Cognitive Science Society.
  • Liao, W., Chong, W. C., & Hsiao, J. H. (2022). Does word boundary information facilitate Chinese sentence reading among beginning readers? Proceedings of the 44th Annual Conference of the Cognitive Science Society. Cognitive Science Society.
  • Kwok, J., & Hsiao, J. H. (2022). The role of reading strategy in reading comprehension performance: An eye-movement study. Proceedings of the 44th Annual Conference of the Cognitive Science Society. Cognitive Science Society.
  • Zheng, Y., Que, Y., Hu, X., & Hsiao, J. H. (2022). Predicting Reading Performance based on Eye Movement Analysis with Hidden Markov Models. The 22nd IEEE International Conference on Advanced Learning Technologies (ICALT 2022). [Student Award Winner]
  • Qiu, L., Yang, Y., Cao, C. C., Liu, J., Zheng, Y., Ngai, H. H. T., Hsiao, J. H., & Chen, L. (2022). Generating Perturbation-based Explanations with Robustness to Out-of-Distribution Data. ACM Web Conference 2022.
  • Liao, W., & Hsiao, J. H. (2021). The role of eye movement pattern and global-local information processing abilities in isolated English word reading. Proceedings of the 43nd Annual Conference of the Cognitive Science Society (pp. 2253-2259). Cognitive Science Society. Online Link
  • Hsiao, J. H., An, J. H., & Chan, A. B. (2020). The role of eye movement consistency in learning to recognise faces: Computational and experimental examinations. Proceedings of the 42nd Annual Conference of the Cognitive Science Society. Cognitive Science Society. Online Link
  • Zheng, Y., & Hsiao, J. H. (2020). Audiovisual Information Processing in Emotion Recognition: An Eye Tracking Study. Proceedings of the 42nd Annual Conference of the Cognitive Science Society. Cognitive Science Society. Online Link
  • Que, Y., Zheng, Y. Hsiao, J. H., & Hu, X. (2020). Exploring the Effect of Personalized Background Music on Reading Comprehension. Proceedings of the Jointed Conference on Digital Libraries (JCDL) 2020.
  • Liu, Z., Yu, L., Hsiao, J. H., & Chan, A. B. (2019). Parametric Manifold Learning of Gaussian Mixture Models. Proceeding of the 28th International Joint Conference on Artificial Intelligence (pp. 3073-3079).
  • Hsiao, J. H., & Chan, A. B. (2019). EMHMM: Eye Movement Analysis with Hidden Markov Models and Its Applications in Cognitive Research. In A.K. Goel, C.M. Seifert, & C. Freksa (Eds.), Proceedings of the 41st Annual Conference of the Cognitive Science Society (pp. 17-18). Montreal, QB: Cognitive Science Society. Online Link
  • Zheng, Y., Ye, X., & Hsiao, J. H. (2019). Does video content facilitate or impair comprehension of documentaries? The effect of cognitive abilities and eye movement strategy. Proceeding of the 41th Annual Conference of the Cognitive Science Society. Austin, TX: Cognitive Science Society. [Student travel award winner] Online Link
  • Tso, R. V. Y., Chan, R. T. C., & Hsiao, J. H. (2019). When is a visual perceptual deficit more holistic but less right-lateralized? The case of high-school students with dyslexia in Chinese. Proceeding of the 41th Annual Conference of the Cognitive Science Society. Austin, TX: Cognitive Science Society. Online Link
  • Cheng, Z., Hayward, W. G., Chan, A. B., & Hsiao, J. H. (2018). Optimal face recognition performance involves a balance between global and local information processing: Evidence from cultural difference. In T.T. Rogers, M. Rau, X. Zhu, & C. W. Kalish (Eds.), Proceeding of the 40th Annual Conference of the Cognitive Science Society (pp. 1476-1481). Austin, TX: Cognitive Science Society. Online Link
  • Li, T. K., Chan, H. Y. V., Li. L., & Hsiao, J. H. (2017). How does music reading expertise modulate visual processing of English words? An ERP study. In G. Gunzelmann, A. Howes, T. Tenbrink, & E. J. Davelaar (Eds.), Proceeding of the 39th Annual Conference of the Cognitive Sci-ence Society (pp. 2561-2566). Austin, TX: Cognitive Science Society. Online Link
  • Tso, R. V. Y., Chen, H., Yeung, Y. A., Au, T. K. F., & Hsiao, J. H. (2017). Right hemisphere lateralization and holistic processing do not always go together: An ERP investigation of a training study. In G. Gunzelmann, A. Howes, T. Tenbrink, & E. J. Davelaar (Eds.), Proceeding of the 39th Annual Conference of the Cognitive Science Society (pp.3368-3373). Austin, TX: Cognitive Science Society. Online Link
  • Zhang, J., Chan, A. B., Lau, E. Y. Y., & Hsiao, J. H. (2017). Insomniacs misidentify angry faces as fearful faces because of missing the eyes: An eye-tracking study. In G. Gunzelmann, A. Howes, T. Tenbrink, & E. J. Davelaar (Eds.), Proceeding of the 39th Annual Conference of the Cognitive Science Society (pp. 1430-1435). Austin, TX: Cognitive Science Society. Online Link
  • Chan, C. Y. H., Wong, J. J., Chan, A. B., Lee, T. M. C., & Hsiao, J. H. (2016). Analytic eye movement patterns in face recognition are associated with better performance and more top-down control of visual attention: an fMRI study. In Papafragou, A., Grodner, D., Mirman, D., & Trueswell, J.C. (Eds.), Proceeding of the 38th Annual Con-ference of the Cognitive Science Society (pp. 854-859). Austin, TX: Cognitive Science Society. Online Link
  • Chuk, T., Chan, A. B., Shimojo, S., & Hsiao, J. H. (2016). Mind reading: Discovering individual preferences from eye movements using switch hidden Markov models. In Papafragou, A., Grodner, D., Mirman, D., & Trueswell, J.C. (Eds.), Proceeding of the 38th Annual Conference of the Cognitive Science Society (pp. 182-187). Austin, TX: Cog-nitive Science Society. Online Link
  • Brueggemann, S., Chan, A. B., & Hsiao, J. H. (2016). Hidden Markov Modeling of eye movements with image in-formation leads to better discovery of regions of interest. In Papafragou, A., Grodner, D., Mirman, D., & Trueswell, J.C. (Eds.), Proceeding of the 38th Annual Conference of the Cognitive Science Society (pp. 1032-1037). Austin, TX: Cognitive Science Society. Online Link
  • Li, T. K., Chung, S. T. L., & Hsiao, J. H. (2016). Music reading expertise modulates visual spans in both music note and English letter reading. In Papafragou, A., Grodner, D., Mirman, D., & Trueswell, J.C. (Eds.), Proceeding of the 38th Annual Conference of the Cognitive Science Society (pp. 1499-1504). Austin, TX: Cognitive Science Society. Online Link
  • Chan, C. Y. H., Chan, A. B., Lee, T. M. C., & Hsiao, J. H. (2015). Eye Movement Pattern in Face Recognition is Associated with Cognitive Decline in the Elderly. In Noelle, D. C., Dale, R., Warlaumont, A. S., Yoshimi, J., Matlock, T., Jennings, C. D., & Maglio, P. P. (Eds.), Proceeding of the 37th Annual Conference of the Cognitive Science Society (pp. 321-326). Austin, TX: Cognitive Science Society. Online Link
  • Cheung, T. K., & Hsiao, J. H. (2015). Complex Mental Addition and Multiplication Rely More on Visuospatial than Verbal Processing. In Noelle, D. C., Dale, R., Warlaumont, A. S., Yoshimi, J., Matlock, T., Jennings, C. D., & Maglio, P. P. (Eds.), Proceeding of the 37th Annual Conference of the Cognitive Science Society (pp. 363-368). Austin, TX: Cognitive Science Society. Online Link
  • Chuk, T., Chan, A. B., & Hsiao, J. H. (2015). Hidden Markov model analysis reveals better eye movement strate-gies in face recognition. In Noelle, D. C., Dale, R., Warlaumont, A. S., Yoshimi, J., Matlock, T., Jennings, C. D., & Maglio, P. P. (Eds.), Proceeding of the 37th Annual Conference of the Cognitive Science Society (pp. 393-398). Austin, TX: Cognitive Science Society. Online Link
  • Chung, H. K. S., Leung, J. C. Y., & Hsiao, J. H. (2015). Expertise modulates hemispheric asymmetry in holistic processing: Evidence from Chinese character processing. In Noelle, D. C., Dale, R., Warlaumont, A. S., Yoshimi, J., Matlock, T., Jennings, C. D., & Maglio, P. P. (Eds.), Proceeding of the 37th Annual Conference of the Cognitive Science Society (pp. 399-404). Austin, TX: Cognitive Science Society. Online Link
  • Li, T. K., & Hsiao, J. H., (2015). Music Reading Expertise Modulates Hemispheric Lateralization in English Word processing but not in Chinese Character Processing. In Noelle, D. C., Dale, R., Warlaumont, A. S., Yoshimi, J., Matlock, T., Jennings, C. D., & Maglio, P. P. (Eds.), Proceeding of the 37th Annual Conference of the Cognitive Science Society (pp. 1344-1349). Austin, TX: Cognitive Science Society. [Student travel award winner] Online Link
  • Liu, T., & Hsiao, J. H. (2015). Can experience with different types of writing system modulate holistic processing in speech perception? In Noelle, D. C., Dale, R., Warlaumont, A. S., Yoshimi, J., Matlock, T., Jennings, C. D., & Maglio, P. P. (Eds.), Proceeding of the 37th Annual Conference of the Cognitive Science Society (pp. 1398-1403). Austin, TX: Cognitive Science Society. Online Link
  • Tso, R. V., Au, T. K., & Hsiao, J. H. (2015). How do different training tasks modulate our perception and hemi-spheric lateralization in the development of perceptual expertise? In Noelle, D. C., Dale, R., Warlaumont, A. S., Yoshimi, J., Matlock, T., Jennings, C. D., & Maglio, P. P. (Eds.), Proceeding of the 37th Annual Conference of the Cognitive Science Society (pp. 1991-1996). Austin, TX: Cognitive Science Society. Online Link
  • Liu, T., & Hsiao, J. H. (2014). Holistic processing in speech perception: Experts' and novices' processing of isolated Cantonese syllables. In P. Bello, M. Guarini, M. McShane, & B. Scassellati, Proceeding of the 36th Annual Conference of the Cognitive Science Society (pp. 869-874). Austin, TX: Cognitive Science Society. Online Link
  • Eckhardt, A., Maier, C., Hsieh, J. J., Chuk, T., Chan, A., Hsiao, J. H., & Buettner, R. (2013). Objective measures of IS usage behavior under conditions of experience and pressure using eye fixation data. In the Proceedings for the International Conference on Information Systems.
  • Galmar, B., & Hsiao, J. H. (2013). Holistic processing is not always a property of right hemisphere processing- Evidence from computational modeling of face recognition. In M., Lee, A., Hirose, Z.-G., Hou, & R. M., Kil (Eds.), Proceedings of the 20th International Conference on Neural Information Processing. PDF Copy.
  • Chen, J., & Hsiao, J. H. (2013). Hemispheric asymmetry in nonconscious processing. In M. Knauff, M. Pauen, N. Sebanz, & I. Wachsmuth (Eds.), Proceedings of the 35th Annual Conference of the Cognitive Science Society (pp. 2022-2027). Austin, TX: Cognitive Science Society. PDF Copy
  • Chuk, T., Ng, A., Coviello, E., Chan, A. B., & Hsiao, J. H. (2013). Understanding eye movements in face recognition with hidden Markov model. In M. Knauff, M. Pauen, N. Sebanz, & I. Wachsmuth (Eds.), Proceedings of the 35th Annual Conference of the Cognitive Science Society (pp. 328-333). Austin, TX: Cognitive Science Society. [Student travel award winner] PDF Copy
  • Galmar, B., & Hsiao, J. H. (2013). Computational exploration of task and attention modulation on holistic processing and left side bias effects in face recognition: the case of face drawing experts. In M. Knauff, M. Pauen, N. Sebanz, & I. Wachsmuth (Eds.), Proceedings of the 35th Annual Conference of the Cognitive Science Society (pp. 2356-2361). Austin, TX: Cognitive Science Society. PDF Copy
  • Tso, R. V. Y., Au, T. K., & Hsiao, J. H. (2013). Expert marker of Chinese character recognition: Left-side bias versus holistic processing? In M. Knauff, M. Pauen, N. Sebanz, & I. Wachsmuth (Eds.), Proceedings of the 35th Annual Conference of the Cognitive Science Society (pp. 1492-1497). Austin, TX: Cognitive Science Society. PDF Copy
  • Liu, T., & Hsiao, J. H. (2012). The perception of simplified and traditional Chinese characters in the eye of simplified and traditional Chinese readers. In N. Miyake, D. Peebles, & R. P. Cooper (Eds.), Proceedings of the 34th Annual Conference of the Cognitive Science Society (pp. 689-694). Austin, TX: Cognitive Science Society. PDF Copy
  • Tso, R. V. Y., Au, T. K., & Hsiao, J. H. (2012). Writing facilitates learning to read in Chinese through reduction of holistic processing: A developmental study. In N. Miyake, D. Peebles, & R. P. Cooper (Eds.), Proceedings of the 34th Annual Conference of the Cognitive Science Society (pp. 2463-2468). Austin, TX: Cognitive Science Society. PDF Copy
  • Cipollini, B., Hsiao, J. H., & Cottrell, G. (2012). Connectivity Asymmetry Can Explain Visual Hemispheric Asymmetries in Local/Global, Face, and Spatial Frequency Processing. In N. Miyake, D. Peebles, & R. P. Cooper (Eds.), Proceedings of the 34th Annual Conference of the Cognitive Science Society (pp. 1410-1415). Austin, TX: Cognitive Science Society. PDF Copy
  • Wong, Y. K., & Hsiao, J. H. (2012). Reading direction is sufficient to account for the optimal viewing position in reading: The case of music reading. In N. Miyake, D. Peebles, & R. P. Cooper (Eds.), Proceedings of the 34th Annual Conference of the Cognitive Science Society (pp. 2540-2545). Austin, TX: Cognitive Science Society.
  • Hsiao, J. H., & Cheung, K. C. F. (2011). Computational exploration of the relationship between holistic processing and right hemisphere lateralization in featural and configural recognition tasks. In L. Carlson, C. Hoelscher, & T.F. Shipley (Eds.), Proceedings of the 33rd Annual Conference of the Cognitive Science Society (pp.2592-2597). Austin, TX: Cognitive Science Society. PDF Copy
  • Hsiao, J. H., & Cheung, K. (2011). The modulation of word type frequency on hemispheric lateralization in visual word recognition: Evidence from modeling Chinese character recognition. In L. Carlson, C. Hoelscher, & T.F. Shipley (Eds.), Proceedings of the 33rd Annual Conference of the Cognitive Science Society (pp. 891-896). Austin, TX: Cognitive Science Society. PDF Copy
  • Lam, S. M., & Hsiao, J. H. (2011). Bilinguals Have Different Hemispheric Lateralization in Visual Word Processing from Monolinguals. In L. Carlson, C. Hoelscher, & T.F. Shipley (Eds.), Proceedings of the 33rd Annual Conference of the Cognitive Science Society (pp.3409-3414). Austin, TX: Cognitive Science Society. PDF Copy
  • Tso, R. V. Y., Au, T. K., & Hsiao, J. H. (2011). The Influence of Writing Experiences on Holistic Processing in Chinese Character Recognition. In L. Carlson, C. Hoelscher, & T.F. Shipley (Eds.), Proceedings of the 33rd Annual Conference of the Cognitive Science Society (pp. 1442-1447). Austin, TX: Cognitive Science Society. PDF Copy
  • Cheung, K. C. F., & Hsiao, J. H. (2010). Visual and Task characteristics may explain hemispheric asymmetry in visual word recognition. In S. Ohlsson & R. Catrambone (Eds.), Proceedings of the 32nd Annual Conference of the Cognitive Science Society (pp. 1441-1446). Austin, TX: Cognitive Science Society. PDF Copy
  • Hsiao, J. H., & Cottrell, G. W. (2009). What is the cause of left hemisphere lateralization of English visual word recognition? Pre-existing language lateralization, or task characteristics? In N. Taatgen & H. van Rijn (Eds.) Proceedings of the 31st Annual Conference of the Cognitive Science Society (pp. 881-886). Austin, TX: Cognitive Science Society. PDF Copy
  • Hsiao, J. H., Shahbazi, R., & Cottrell, G. W. (2008). Hemispheric asymmetry in visual perception arises from differential encoding beyond the sensory level. In B. C. Love, K. McRae, & V. M. Sloutsky (Eds.), Proceedings of the Thirtieth Annual Conference of the Cognitive Science Society (pp. 857-862). Austin, TX: Cognitive Science Society. PDF Copy
  • Hsiao, J. H., Shieh, D., & Cottrell, G. W. (2007). Computational explorations of split architecture in modeling face and object recognition. In D. S. McNamara & J. G. Trafton (Eds.), Proceedings of the Twenty Ninth Annual Conference of the Cognitive Science Society (pp. 365-370). Austin, TX: Cognitive Science Society. PDF Copy
  • Hsiao, J. H., & Shillcock, R. (2006). Hemispheric differences emerge from perceptual learning: Evidence from model-ing Chinese character pronunciation. In R. Sun (Ed.), Proceedings of the Twenty Eighth Annual Conference of the Cognitive Science Society (pp. 345-350). Mahwah, NJ: Lawrence Erlbaum Associates. [BEST LANGUAGE MODELING PAPER PRIZE WINNER]. PDF Copy
  • Hsiao, J. H., & Shillcock, R. (2005). Differences of split and non-split architectures emerged from modeling Chinese character pronunciation. In B. G. Bara, L. Barsalou, & M. Bucciarelli (Eds.), Proceedings of the Twenty Seventh Annual Conference of the Cognitive Science Society (pp. 989-994). Mahwah, NJ: Lawrence Erlbaum Associates. PDF Copy
  • Hsiao, J. H., & Shillcock, R. (2004). Connectionist modeling of Chinese character pronunciation based on foveal split-ting. In K. Forbus, D. Gentner, & T. Regier (Eds.), Proceedings of the Twenty Sixth Annual Conference of the Cognitive Science Society (pp. 601-606). Mahwah, NJ: Lawrence Erlbaum Associates. PDF Copy
  • Hsiao, J. H. (2003). A split model to deal with semantic anomalies in the task of word prediction. In R. Alterman, & D. Kirsh (Eds.), Proceedings of the Twenty Fifth Annual Conference of the Cognitive Science Society (pp. 581-586). Mahwah, NJ: Lawrence Erlbaum Associates. PDF Copy

Conference Abstracts & Poster Presentations (Selected)

  • Hayward, W. G., Fung, H., & Hsiao, J. H. (2024). Individual differences in eye movements and perceptual averaging. Poster presentation at the Vision Sciences Society (VSS) Annual Meeting.
  • Yang, A., Zheng, Y., Hsiao, J. H., & Chung, S. (2024). Eye movements modulates the face inversion effect in emotion recognition. Poster presentation at the Vision Sciences Society (VSS) Annual Meeting.
  • Lo., Y. Y., Teng, X., Liao, W., & Hsiao, J. H. (2023). Bilingual students' test-taking strategies in content subject assessments. Poster presentation at the 45th Annual Conference of the Cognitive Science Society. Cognitive Science Society.
  • Zhong, N., Hsiao, J. H., & Hayward, W. G. (2023). Idiosyncratic eye-movement patterns affect behavioural and ERP correlates of face perception. ECVP 2023.
  • Griffin, J., Hsiao, J. H., & Scherf, S. (2022). Evaluating the ability of serious game intervention to alter visual processing strategies in autism during eye gaze processing using computational modeling. Poster presentation at the Vision Sciences Society (VSS) Annual Meeting in St. Pete Beach, Florida.
  • Ngai, H. H. T., Hsiao, J. H., Mohanty, A., & Jin, F. J. (2021). Elucidating the computational processes of perceptual decision-making of emotion ensembles. Poster presented at the Society for Affective Science Virtual Meeting
  • Hsiao, J. H., Chan, S. K. W, Chan, A. B., Zheng, Y., Lau, K. M., & Tsang, M. H. L. (2021). Eye movement consistency in global-local perceptual processing predicts schizotypy. Poster presented at the 42nd Annual Conference of the Cognitive Science Society.
  • Ngai, H. H. T., Hsiao, J. H., Mohanty, A., & Jin, F. J. (2021). Emotion-related perceptual decision making using hidden Markov model-based eye-movement analysis. Poster presented at the Society for Affective Science Virtual Meeting.
  • Liao, W., Li, S. K., Wu, Y., & Hsiao, J. H. (2020). Differential modulation effects of music expertise on English and Chinese sentence reading. Proceedings of the 42nd Annual Conference of the Cognitive Science Society. Cognitive Science Society.
  • Hsiao, J. H., Chan, K. Y., Du, Y. & Chan, A. B. (2019). Understanding individual differences in eye movement pattern during scene perception through hidden Markov modeling. Proceeding of the 41th Annual Conference of the Cognitive Science Society. Austin, TX: Cognitive Science Society.
  • An, J. H., & Hsiao, J. H. (2019). Modulation of Mood on Eye Movement Pattern and Performance in Face Recognition. Proceeding of the 41th Annual Conference of the Cognitive Science Society. Austin, TX: Cognitive Science Society.
  • Chan, F. H. F, Barry, T. J., Chan, A. B., & Hsiao, J. H. (2019). Hidden Markov modelling of eye movements in social anxiety: a data-driven machine-learning approach to eye-tracking research in psychopathology. Anxiety & Depression Conference, Chicago, USA.
  • Tso, R. V. Y., Chan, T. C., Hsiao, J. H., Kwok, C. W., Lin, D., & Liu, D. (2019). The associations between visual spatial attention, holistic processing and reading abilities in Chinese adolescents with and without dyslexia. Annual Conference of the Society for the Scientific Study of Reading, Toronto, Canada.
  • Li, T. K., Chung, B. H. J, Yip, J. C. N., Chan, A. B., & Hsiao, J. H. (2018). Music Reading Expertise Facilitates English but not Chinese sentence reading: Evidence from Eye Movement Behavior. At the 15th International Conference on Music Perception and Cognition/ 10th triennial conference of the European Society for the Cognitive Science of Music, Sydney, Australia.
  • Hsiao, J. H., Chan, H. F., Li, S. K., & Chan, A. B. (2018). Does face-drawing experience enhance face processing abilities? Evidence from hidden Markov modeling of eye movements. Poster presented at the Annual Meeting of Vision Sciences Society, St. Pete Beach, Florida, USA. Online Link
  • Chan, C. Y. H., Chan, A. B., Lee, T. M. C., & Hsiao, J. H. (2018). Eye Movement Patterns in Face Recognition are Associated with Cognitive Decline in Older Adults: An HMM Approach. Poster presented at the Annual Meeting of Vision Sciences Society, St. Pete Beach, Florida, USA.
  • Chan, C. Y. H., Chan, A. B., Lee, T. M. C., & Hsiao, J. H. (2017). Analytic eye movement patterns in face recognition are associated with enhanced face recognition performance and top-down control of visual attention. Poster pre-sented at the Annual Meeting of Vision Sciences Society, St. Pete Beach, Florida, USA.
  • Tso, R. V. Y., Cheung, W. M., Au, T. K. F., & Hsiao, J. H. (2017). What enhances/reduces holistic processing in per-ceptual expertise: experience in writing/drawing versus component composition. Poster presented at the Annual Meeting of Vision Sciences Society, St. Pete Beach, Florida, USA.
  • Tso, R. V. Y., Lee, C. W. L., Cheung, W. M., Au, T. K. F., & Hsiao, J. H. (2016). Reconstructing Chinese Characters without Writing: Enhancing holistic processing and orthographic awareness. Poster presented at the Annual Meeting of the Society for the Scientific Study of Reading.
  • Zhang, J., Lau, E. Y. Y., & Hsiao, J. H. (2016). Sleep deprivation modulates resting-state slow wave/fast wave ratio and cognitive reappraisal of emotional stimuli: an EEG study. Journal of Sleep Research (Vol. 25, pp. 155-155).
  • Zhang, J., Lau, E. Y. Y., & Hsiao, J. H. (2016). Resting-state theta/beta ratio changed without sleep: an EEG study. Poster presented at the Hong Kong Psychological Society Annual Conference.
  • Zhang, J., Lau, E.Y.Y., & Hsiao, J.H. (2016). Habitual sleep quality modulated effects of sleep deprivation on emo-tional perception among young adults. Poster presented at CUHK Sleep 2016 conference.
  • Cheng, Z., Chuk, T., Hayward, W. G., Chan, A. B., & Hsiao, J. H. (2015). Global and local priming evoke different face processing strategies: evidence from an eye movement study. Journal of Vision, 15(12), 154. Poster presented at the Annual Meeting of Vision Sciences Society, St. Pete Beach, Florida, USA. online link
  • Galmar, B., Chung, H., & Hsiao, J. H. (2014). Face drawing experience is associated with better face recognition performance and reduced left-side bias in face perception. Journal of Vision, 14(10), 1260. Online Link
  • Kong, N. K., Chan, C. Y. H., Cheng, K. H. M., Hsiao, J. H., & Tseng, C. H. (2014). Perceptual bias in face processing in 5-12 month-old infants. At the 10th Asia-Pacific Conference on Vision (APCV 2014), Takamatsu, Japan, 19 - 22 July, 2014.
  • Hsiao, J. H., Chan, A. B., & Chuk, T. (2014). Understanding eye movements in face recognition with hidden Markov model. Invited talk presented at the 6th Chinese International Conference on Eye Movements (CICEM), Beijing, China. (presented by Tim Chuk)
  • Chen, J., & Hsiao, J. H. (2013). When Subliminal Stimuli Fail to Transfer across Hemispheres: Interhemispheric Integration of Nonconscious Information. Talk presented at the Asia Pacific Conference on Vision 2013, Suzhou, China. [Student travel award winner]
  • Liu, T., Yeh, S. & Hsiao, J. H. (2013). The Transfer of Left Side Bias in the Perception of Simplified and Traditional Chinese. Talk presented at the Asia Pacific Conference on Vision 2013, Suzhou, China. [Student travel award winner]
  • Chung, H., & Hsiao, J. H. (2013). Hemispheric difference in holistic processing in Chinese character and face recognition. Poster presented at the Asia Pacific Conference on Vision 2013, Suzhou, China.
  • Tso, R. V., Lau, T., Xu, M., Au, T. K., & Hsiao, J. H. (2012). Writing experience changes our visual perception: The case of Chinese character recognition. Poster presented at the Hong Kong Psychological Society Annual Conference, Hong Kong, China. [Awarded 1st Prize (Best Poster Award)!]
  • Hsiao, J. H., Zhang, Z., Lam, L., Cheung, K., &, Hu, Y. (2012). Temporal Dynamics of Structure and Phonetic Radical Modulation in Chinese Character Pronunciation. Poster presented at the Human Brain Mapping Conference, Beijing, China.
  • Hsiao, J. H., &, Wong, Y. K. L. (2012). A right visual field advantage without left hemisphere lateralization in music notation reading. Poster presented at VSS, Naples, Florida.
  • Liu, T., & Hsiao, J. H. (2012). The perception of simplified and traditional Chinese Characters in the eye of simplified and traditional Chinese readers. Poster presented at VSS, Naples, Florida.
  • Tso, R. V. Y., Au, T. K., &, Hsiao, J. H. (2012). Writing facilitates learning to read in Chinese through reduction of holistic processing: A developmental study. Poster presented at VSS, Naples, Florida. [Student travel award winner!]
  • Hsiao, J. H., & Cheng, L. (2011). Differential hemispheric processing in the recognition of Chinese characters with different structures in foveal and parafoveal vision. i-Perception, 2(4), 265.
  • Hsiao, J. H., & Cheung, K. (2011). Word type frequency alone can modulate hemispheric asymmetry in visual word recognition: Evidence from modeling Chinese character recognition. i-Perception, 2(4), 343.
  • Hsiao, J. H., & Cheung, K. C. F. (2011). Holistic processing and right hemisphere lateralization do not always go to-gether: Evidence from computational modeling. i-Perception, 2(4), 242.
  • Hsiao, J. H., Lam, L., & Cheung, K. (2011). Temporal dynamics of the modulation of character structure and phonetic radical in Chinese character processing: an ERP study. i-Perception, 2(4), 266.
  • Hsiao J. H., & Liu, T. (2011). Optimal viewing position in Face recognition. i-Perception, 2(4), 244.
  • Lam, S.-M., & Hsiao, J. H. (2011). Bilinguals have different hemispheric lateralization in visual word processing from monolinguals. i-Perception, 2(4), 344.
  • Lee, C., & Hsiao, J. H. (2011). Within-category advantage in perceiving color contrast: a new case of categorical perception.
    i-Perception, 2(4), 385.
  • Tso, R. V. Y., Au, T. K.-F., & Hsiao, J. H. (2011). The influence of writing experiences on holistic processing in Chinese character
    recognition. i-Perception, 2(4), 345.
  • Wong, Y. K., Lau, J. P. C., Gauthier, I., & Hsiao, J. H. (2011). Music reading expertise selectively improves categorical judgment with
    musical notation. i-Perception, 2(4), 347.
  • Lam, S. M., & Hsiao, J. H. (2010). Do bilinguals have a different hemispheric lateralization in visual processing from monolinguals?
    Journal of Vision, 10(7), 618.
  • Hsiao, J. H., & Cottrell, G. W. (2008). Perception of Chinese characters in novices' and experts' eyes: Similarities and differences
    between face and Chinese character recognition. Journal of Vision, 8(6), 966.
  • Hsiao, J. H., & Cottrell, G. W. (2007). The influence of number of eye fixations on face recognition. Journal of Vision, 7(9), 494.

 

Copyright ©2009 Janet Hsiao