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ORCIDJanet Hui-wen Hsiao
Janet H. Hsiao – 蕭惠文
Person information
- unicode name: 蕭惠文
- affiliation: University of Hong Kong, Department of Psychology, Hong Kong
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Journal Articles
- 2024
[j11]Guoyang Liu
, Yiming Wen, Janet H. Hsiao, Di Zhang, Lan Tian, Weidong Zhou:
EEG-Based Familiar and Unfamiliar Face Classification Using Filter-Bank Differential Entropy Features. IEEE Trans. Hum. Mach. Syst. 54(1): 44-55 (2024)- 2023
- [j10]Guoyang Liu, Janet H. Hsiao, Weidong Zhou, Lan Tian:
MartMi-BCI: A matlab-based real-time motor imagery brain-computer interface platform. SoftwareX 22: 101371 (2023) - [j9]Hui Lan, Ziquan Liu, Janet H. Hsiao, Dan Yu, Antoni B. Chan:
Clustering Hidden Markov Models With Variational Bayesian Hierarchical EM. IEEE Trans. Neural Networks Learn. Syst. 34(3): 1537-1551 (2023) - 2022
- [j8]Ziquan Liu, Lei Yu, Janet H. Hsiao, Antoni B. Chan:
PRIMAL-GMM: PaRametrIc MAnifold Learning of Gaussian Mixture Models. IEEE Trans. Pattern Anal. Mach. Intell. 44(6): 3197-3211 (2022) - 2021
- [j7]Hsing-Hao Lee, Zih-Ling Chen, Su-Ling Yeh, Janet Hui-wen Hsiao, An-Yeu Andy Wu:
When Eyes Wander Around: Mind-Wandering as Revealed by Eye Movement Analysis with Hidden Markov Models. Sensors 21(22): 7569 (2021) - 2016
- [j6]Janet H. Hsiao, Kit Cheung:
Visual Similarity of Words Alone Can Modulate Hemispheric Lateralization in Visual Word Recognition: Evidence From Modeling Chinese Character Recognition. Cogn. Sci. 40(2): 351-372 (2016) - [j5]Tianyin Liu, Tin Yim Chuk, Su-Ling Yeh, Janet H. Hsiao:
Transfer of Perceptual Expertise: The Case of Simplified and Traditional Chinese Character Recognition. Cogn. Sci. 40(8): 1941-1968 (2016) - [j4]Janet Hui-wen Hsiao, Bruno Galmar:
Holistic processing as measured in the composite task does not always go with right hemisphere processing in face perception. Neurocomputing 182: 165-177 (2016) - 2013
- [j3]Janet Hui-wen Hsiao, Sze Man Lam:
The Modulation of Visual and Task Characteristics of a Writing System on Hemispheric Lateralization in Visual Word Recognition - A Computational Exploration. Cogn. Sci. 37(5): 861-890 (2013) - [j2]Janet Hui-wen Hsiao, Benjamin Cipollini, Garrison W. Cottrell:
Hemispheric Asymmetry in Perception: A Differential Encoding Account. J. Cogn. Neurosci. 25(7): 998-1007 (2013) - 2008
- [j1]Janet Hui-wen Hsiao, Danke X. Shieh, Garrison W. Cottrell:
Convergence of the Visual Field Split: Hemispheric Modeling of Face and Object Recognition. J. Cogn. Neurosci. 20(12): 2298-2307 (2008)
Conference and Workshop Papers
- 2023
- [c58]Weiyan Liao, Janet H. Hsiao:
Does enlarging font size facilitate English word and sentence reading in children as beginning readers? CogSci 2023 - [c57]Guoyang Liu, Jindi Zhang, Antoni B. Chan, Janet H. Hsiao:
Human Attention-Guided Explainable AI for Object Detection. CogSci 2023 - [c56]Yuen Yi Lo, Xiaoru Teng, Weiyan Liao, Janet H. Hsiao:
Bilingual students' test-taking strategies in content subject assessments. CogSci 2023 - [c55]Ruoxi Qi, Yueyuan Zheng, Yi Yang, Jindi Zhang, Janet H. Hsiao:
Individual differences in explanation strategies for image classification and implications for explainable AI. CogSci 2023 - [c54]Alice Yang, Guoyang Liu, Yunke Chen, Ruoxi Qi, Jindi Zhang, Janet H. Hsiao:
Humans vs. AI in Detecting Vehicles and Humans in Driving Scenarios. CogSci 2023 - [c53]Yueyuan Zheng, Sarah de la Harpe, Angeline Y. Yang, William G. Hayward, Romina Palermo, Janet H. Hsiao:
Cultural Differences in the Effect of Mask Use on Face and Facial Expression Recognition. CogSci 2023 - 2022
- [c52]Jocelyn Ching Yan Kwok, Janet H. Hsiao:
The role of reading test strategy in reading comprehension: An eye-movement study. CogSci 2022 - [c51]Weiyan Liao, Wing Chi Chong, Janet H. Hsiao:
Does word boundary information facilitate Chinese sentence reading in children as beginning readers? CogSci 2022 - [c50]Yueyuan Zheng, Danni Chen, Xiaoqing Hu, Janet H. Hsiao:
The impact of mask use on social categorization. CogSci 2022 - [c49]Yi Yang, Yueyuan Zheng, Didan Deng, Jindi Zhang, Yongxiang Huang, Yumeng Yang, Janet H. Hsiao, Caleb Chen Cao:
HSI: Human Saliency Imitator for Benchmarking Saliency-Based Model Explanations. HCOMP 2022: 231-242 - [c48]Yueyuan Zheng, Ying Que, Xiao Hu, Janet H. Hsiao:
Predicting Reading Performance based on Eye Movement Analysis with Hidden Markov Models. ICALT 2022: 172-176 - [c47]Luyu Qiu, Yi Yang, Caleb Chen Cao, Yueyuan Zheng, Hilary Hei Ting Ngai, Janet Hui-wen Hsiao, Lei Chen:
Generating Perturbation-based Explanations with Robustness to Out-of-Distribution Data. WWW 2022: 3594-3605 - 2021
- [c46]Janet H. Hsiao, Sherry Kit Wa Chan, Antoni B. Chan, Yueyuan Zheng, Kam Man Lau, Hei Lam Michelle Tsang:
Eye movement consistency in global-local perceptual processing predicts schizotypy. CogSci 2021 - [c45]Weiyan Liao, Janet H. Hsiao:
The role of eye movement pattern and global-local information processing abilities in isolated English word reading. CogSci 2021 - [c44]Ricky Van-yip Tso, Celine On Hang Chui, Janet H. Hsiao:
How Face Mask in COVID-19 Pandemic Disrupts Face Learning and Recognition in Adults with Autism Spectrum Disorder? CogSci 2021 - 2020
- [c43]Janet H. Hsiao, Jeehye An, Antoni B. Chan:
The role of eye movement consistency in learning to recognise faces: Computational and experimental examinations. CogSci 2020 - [c42]Yeuk Ching Lam, Esther Yuet Ying Lau, Janet H. Hsiao, Cheng Li, Lydia Ting Sum Yee:
Habitual Sleep Quality Moderated the Effects of Sleep Deprivation on Emotion Regulation by Third-Person Self Talk: Event-Related Potential (ERP) and Behavioral Findings. CogSci 2020 - [c41]Cheng Li, Esther Yuet Ying Lau, Janet H. Hsiao, Jinxiao Zhang, Yeuk Ching Lam, Jihui Zhang, Lydia Ting Sum Yee, Benjamin Rusak:
Impact of sleep deprivation on EEG markers of emotion regulation in young adults. CogSci 2020 - [c40]Weiyan Liao, Tze Kwan Li, Yuke Wu, Janet H. Hsiao:
Differential Modulation Effects of Music Expertise on English and Chinese Sentence Reading. CogSci 2020 - [c39]Yueyuan Zheng, Janet H. Hsiao:
Audiovisual Information Processing in Emotion Recognition: An Eye Tracking Study. CogSci 2020 - [c38]Ying Que, Yueyuan Zheng, Janet H. Hsiao, Xiao Hu:
Exploring the Effect of Personalized Background Music on Reading Comprehension. JCDL 2020: 57-66 - 2019
- [c37]Janet H. Hsiao, Antoni B. Chan:
EMHMM: Eye Movement Analysis with Hidden Markov Models and Its Applications in Cognitive Research. CogSci 2019: 17-18 - [c36]Yueyuan Zheng, Xinchen Ye, Janet H. Hsiao:
Does Video Content Facilitate or Impair Comprehension of Documentaries? The Effect of Cognitive Abilities and Eye Movement Strategy. CogSci 2019: 1283-1289 - [c35]Ricky Van-yip Tso, Ronald Chan, Janet Hui-wen Hsiao:
When is a Visual Perceptual Deficit More Holistic but Less Right-lateralized? The Case of High-school Students with Dyslexia in Chinese. CogSci 2019: 2995-3000 - [c34]Janet H. Hsiao, Kin Yan Chan, Yuefeng Du, Antoni B. Chan:
Understanding Individual Differences in Eye Movement Pattern During Scene Perception through Co-Clustering of Hidden Markov Models. CogSci 2019: 3283 - [c33]Jeehye An, Janet H. Hsiao:
Modulation of mood on eye movement pattern and performance in face recognition. CogSci 2019: 3397 - [c32]Ziquan Liu, Lei Yu, Janet H. Hsiao, Antoni B. Chan:
Parametric Manifold Learning of Gaussian Mixture Models. IJCAI 2019: 3073-3079 - 2018
- [c31]Zhijie Cheng, William G. Hayward, Antoni B. Chan, Janet H. Hsiao:
Optimal face recognition performance involves a balance between global and local information processing: Evidence from cultural difference. CogSci 2018 - 2017
- [c30]Tze Kwan Li, Hei Yan Veronica Chan, Luhe Li, Janet H. Hsiao:
How does Music Reading Expertise Modulate Visual Processing of English Words? An ERP study. CogSci 2017 - [c29]Ricky Van-yip Tso, Hangyu Chen, Yui Andrew Yeung, Terry Kit-fong Au, Janet Hui-wen Hsiao:
Right hemisphere lateralization and holistic processing do not always go together: An ERP investigation of a training study. CogSci 2017 - [c28]Jinxiao Zhang, Antoni B. Chan, Esther Y. Y. Lau, Janet H. Hsiao:
Insomniacs Misidentify Angry Faces as Fearful Faces Because of Missing the Eyes: an Eye-Tracking Study. CogSci 2017 - 2016
- [c27]Stephan Brueggemann, Antoni B. Chan, Janet H. Hsiao:
Hidden Markov Modeling of eye movements with image information leads to better discovery of regions of interest. CogSci 2016 - [c26]Cynthia Y. H. Chan, J. J. Wong, Antoni B. Chan, Tatia M. C. Lee, Janet H. Hsiao:
Analytic Eye Movement Patterns in Face Recognition are Associated with Better Performance and more Top-down Control of Visual Attention: an fMRI Study. CogSci 2016 - [c25]Tim Chuk, Antoni B. Chan, Shinsuke Shimojo, Janet H. Hsiao:
Mind reading: Discovering individual preferences from eye movements using switching hidden Markov models. CogSci 2016 - [c24]Tze Kwan Li, Susana T. L. Chung, Janet H. Hsiao:
Music Reading Expertise Modulates Visual Spans in both Music Note and English Letter Reading. CogSci 2016 - 2015
- [c23]Cynthia Y. H. Chan, Antoni B. Chan, Tatia M. C. Lee, Janet H. Hsiao:
Eye Movement Pattern in Face Recognition is Associated with Cognitive Decline in the Elderly. CogSci 2015 - [c22]Tommy Kwun Leuk Cheung, Janet Hui-wen Hsiao:
Complex Mental Addition and Multiplication Rely More on Visuospatial than Verbal Processing. CogSci 2015 - [c21]Tim Chuk, Antoni B. Chan, Janet H. Hsiao:
Hidden Markov model analysis reveals better eye movement strategies in face recognition. CogSci 2015 - [c20]Harry K. S. Chung, Jacklyn C. Y. Leung, Janet H. Hsiao:
Expertise modulates hemispheric asymmetry in holistic processing: Evidence from Chinese character processing. CogSci 2015 - [c19]Tze Kwan Li, Janet H. Hsiao:
Music Reading Expertise Modulates Hemispheric Lateralization in English Word processing but not in Chinese Character Processing. CogSci 2015 - [c18]Tianyin Liu, Janet H. Hsiao:
Can experience with different types of writing system modulate holistic processing in speech perception? CogSci 2015 - [c17]Ricky Van-yip Tso, Terry Kit-fong Au, Janet Hui-wen Hsiao:
How do different training tasks modulate our perception and hemispheric lateralization in the development of perceptual expertise? CogSci 2015 - 2014
- [c16]Tianyin Liu, Janet Hui-wen Hsiao:
Holistic Processing in Speech Perception: Experts' and Novices' Processing of Isolated Cantonese Syllables. CogSci 2014 - [c15]Christopher Kanan, Nicholas A. Ray, Dina N. F. Bseiso, Janet Hui-wen Hsiao, Garrison W. Cottrell:
Predicting an observer's task using multi-fixation pattern analysis. ETRA 2014: 287-290 - 2013
- [c14]Jing Chen, Janet Hui-wen Hsiao:
Hemispheric Asymmetry in Nonconscious Processing. CogSci 2013 - [c13]Tim Chuk, Alvin C. W. Ng, Emanuele Coviello, Antoni B. Chan, Janet H. Hsiao:
Understanding eye movements in face recognition with hidden Markov model. CogSci 2013 - [c12]Bruno Galmar, Janet Hui-wen Hsiao:
Computational exploration of task and attention modulation on holistic processing and left side bias effects in face recognition: the case of face drawing experts. CogSci 2013 - [c11]Ricky Van-yip Tso, Terry Kit-fong Au, Janet Hui-wen Hsiao:
Expert marker of Chinese character recognition: Left-side bias versus holistic processing? CogSci 2013 - [c10]Andreas Eckhardt, Christian Maier, JJ Po-An Hsieh, Tim Chuk, Antoni B. Chan, Janet H. Hsiao, Ricardo Buettner:
Objective measures of IS usage behavior under conditions of experience and pressure using eye fixation data. ICIS 2013 - [c9]Bruno Galmar, Janet Hui-wen Hsiao:
Holistic Processing Is Not Always a Property of Right Hemisphere Processing- Evidence from Computational Modeling of Face Recognition. ICONIP (1) 2013: 1-8 - 2012
- [c8]Benjamin Cipollini, Janet H. Hsiao, Garrison W. Cottrell:
Connectivity Asymmetry Can Explain Visual Hemispheric Asymmetries in Local/Global, Face, and Spatial Frequency Processing. CogSci 2012 - [c7]Tianyin Liu, Janet H. Hsiao:
The perception of simplified and traditional Chinese characters in the eye of simplified and traditional Chinese readers. CogSci 2012 - [c6]Ricky Van-yip Tso, Terry Kit-fong Au, Janet Hui-wen Hsiao:
Writing facilitates learning to read in Chinese through reduction of holistic processing: A developmental study. CogSci 2012 - [c5]Yetta Kwailing Wong, Janet Hui-wen Hsiao:
Reading direction is sufficient to account for the optimal viewing position in reading: The case of music reading. CogSci 2012 - 2011
- [c4]Janet Hui-wen Hsiao, Kit Cheung:
The modulation of word type frequency on hemispheric lateralization of visual word recognition: Evidence from modeling Chinese character recognition. CogSci 2011 - [c3]Janet Hui-wen Hsiao, Kloser Chee Fung Cheung:
Computational exploration of the relationship between holistic processing and right hemisphere lateralization in featural and configural recognition tasks. CogSci 2011 - [c2]Sze Man Lam, Janet Hui-wen Hsiao:
Bilinguals Have Different Hemispheric Lateralization in Visual Word Processing from Monolinguals. CogSci 2011 - [c1]Ricky Van-yip Tso, Terry Kit-fong Au, Janet Hui-wen Hsiao:
The Influence of Writing Experiences on Holistic Processing in Chinese Character Recognition. CogSci 2011
Informal and Other Publications
- 2023
- [i5]Ruoxi Qi, Yueyuan Zheng, Yi Yang, Caleb Chen Cao, Janet H. Hsiao:
Explanation Strategies for Image Classification in Humans vs. Current Explainable AI. CoRR abs/2304.04448 (2023) - [i4]Guoyang Liu, Jindi Zhang, Antoni B. Chan, Janet H. Hsiao:
Human Attention-Guided Explainable Artificial Intelligence for Computer Vision Models. CoRR abs/2305.03601 (2023) - 2021
- [i3]Luyu Qiu, Yi Yang, Caleb Chen Cao, Jing Liu, Yueyuan Zheng, Hilary Hei Ting Ngai, Janet H. Hsiao, Lei Chen:
Resisting Out-of-Distribution Data Problem in Perturbation of XAI. CoRR abs/2107.14000 (2021) - [i2]Janet Hui-wen Hsiao, Hilary Hei Ting Ngai, Luyu Qiu, Yi Yang, Caleb Chen Cao:
Roadmap of Designing Cognitive Metrics for Explainable Artificial Intelligence (XAI). CoRR abs/2108.01737 (2021) - 2018
- [i1]Antoni B. Chan, Janet H. Hsiao:
EMHMM Simulation Study. CoRR abs/1810.07435 (2018)
Coauthor Index
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