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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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2020 – today
- 2024
[j16]Rick Dale
, Ruth M. J. Byrne, Emma Cohen, Ophelia Deroy, Samuel J. Gershman, Janet H. Hsiao, Ping Li, Padraic Monaghan, David C. Noelle, Iris van Rooij, Priti Shah, Michael J. Spivey, Sashank Varma:
Introduction to Progress and Puzzles of Cognitive Science. Cogn. Sci. 48(7) (2024)- [j15]Weiyan Liao, Janet Hui-wen Hsiao:
Understanding the Role of Eye Movement Pattern and Consistency in Isolated English Word Reading Through Hidden Markov Modeling. Cogn. Sci. 48(9) (2024) - [j14]Guoyang Liu, Jindi Zhang, Antoni B. Chan, Janet H. Hsiao:
Human attention guided explainable artificial intelligence for computer vision models. Neural Networks 177: 106392 (2024) - [j13]Chenyang Zhao, Janet H. Hsiao, Antoni B. Chan:
Gradient-Based Instance-Specific Visual Explanations for Object Specification and Object Discrimination. IEEE Trans. Pattern Anal. Mach. Intell. 46(9): 5967-5985 (2024) - [j12]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) - [j11]Janet Hui-wen Hsiao:
Understanding Human Cognition Through Computational Modeling. Top. Cogn. Sci. 16(3): 349-376 (2024) - [c60]Ying Que, Yueyuan Zheng, Janet H. Hsiao, Xiao Hu:
Predicting Learners' Meta-cognition Using Eye Movements during Reading with Background Music. ICALT 2024: 80-82 - [c59]Yuan Zhong, Chenhui Tang, Yumeng Yang, Ruoxi Qi, Kang Zhou, Yuqi Gong, Pheng-Ann Heng, Janet H. Hsiao, Qi Dou:
Weakly-Supervised Medical Image Segmentation with Gaze Annotations. MICCAI (3) 2024: 530-540 - [i6]Yuan Zhong, Chenhui Tang, Yumeng Yang, Ruoxi Qi, Kang Zhou, Yuqi Gong, Pheng-Ann Heng, Janet H. Hsiao, Qi Dou:
Weakly-supervised Medical Image Segmentation with Gaze Annotations. CoRR abs/2407.07406 (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) - [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 - [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) - 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) - [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
- [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) - [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 - [d1]Hui Lan, Ziquan Liu, Janet H. Hsiao, Dan Yu, Antoni B. Chan:
Clustering Hidden Markov Models with Variational Bayesian Hierarchical EM. Zenodo, 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) - 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
2010 – 2019
- 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 - [i1]Antoni B. Chan, Janet H. Hsiao:
EMHMM Simulation Study. CoRR abs/1810.07435 (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
- [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) - [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
- [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) - [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
2000 – 2009
- 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)
Coauthor Index
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