Janet Hui-wen Hsiao

According to our database, Janet Hui-wen Hsiao authored at least 81 papers between 2008 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2024

Gradient-Based Instance-Specific Visual Explanations for Object Specification and Object Discrimination.

Chenyang Zhao, Janet H. Hsiao, Antoni B. Chan

IEEE Trans. Pattern Anal. Mach. Intell., September, 2024

Understanding the Role of Eye Movement Pattern and Consistency in Isolated English Word Reading Through Hidden Markov Modeling.

Weiyan Liao, Janet Hui-wen Hsiao

Cogn. Sci., September, 2024

Understanding Human Cognition Through Computational Modeling.

Janet Hui-wen Hsiao

Top. Cogn. Sci., July, 2024

Introduction to Progress and Puzzles of Cognitive Science.

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

Cogn. Sci., July, 2024

EEG-Based Familiar and Unfamiliar Face Classification Using Filter-Bank Differential Entropy Features.

Guoyang Liu, Yiming Wen, Janet H. Hsiao, Di Zhang, Lan Tian, Weidong Zhou

IEEE Trans. Hum. Mach. Syst., February, 2024

Human attention guided explainable artificial intelligence for computer vision models.

Guoyang Liu, Jindi Zhang, Antoni B. Chan, Janet H. Hsiao

Neural Networks, 2024

Weakly-Supervised Medical Image Segmentation with Gaze Annotations.

Yuan Zhong, Chenhui Tang, Yumeng Yang, Ruoxi Qi, Kang Zhou, Yuqi Gong, Pheng-Ann Heng, Janet H. Hsiao, Qi Dou

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2024, 2024

Predicting Learners' Meta-cognition Using Eye Movements during Reading with Background Music.

Ying Que, Yueyuan Zheng, Janet H. Hsiao, Xiao Hu

Proceedings of the IEEE International Conference on Advanced Learning Technologies, 2024

2023

MartMi-BCI: A matlab-based real-time motor imagery brain-computer interface platform.

Guoyang Liu, Janet H. Hsiao, Weidong Zhou, Lan Tian

SoftwareX, May, 2023

Clustering Hidden Markov Models With Variational Bayesian Hierarchical EM.

Hui Lan, Ziquan Liu, Janet H. Hsiao, Dan Yu, Antoni B. Chan

IEEE Trans. Neural Networks Learn. Syst., March, 2023

Explanation Strategies for Image Classification in Humans vs. Current Explainable AI.

Ruoxi Qi, Yueyuan Zheng, Yi Yang, Caleb Chen Cao, Janet H. Hsiao

CoRR, 2023

Cultural Differences in the Effect of Mask Use on Face and Facial Expression Recognition.

Yueyuan Zheng, Sarah de la Harpe, Angeline Y. Yang, William G. Hayward, Romina Palermo, Janet H. Hsiao

Proceedings of the 45th Annual Meeting of the Cognitive Science Society, 2023

Humans vs. AI in Detecting Vehicles and Humans in Driving Scenarios.

Alice Yang, Guoyang Liu, Yunke Chen, Ruoxi Qi, Jindi Zhang, Janet H. Hsiao

Proceedings of the 45th Annual Meeting of the Cognitive Science Society, 2023

Individual differences in explanation strategies for image classification and implications for explainable AI.

Ruoxi Qi, Yueyuan Zheng, Yi Yang, Jindi Zhang, Janet H. Hsiao

Proceedings of the 45th Annual Meeting of the Cognitive Science Society, 2023

Bilingual students' test-taking strategies in content subject assessments.

Yuen Yi Lo, Xiaoru Teng, Weiyan Liao, Janet H. Hsiao

Proceedings of the 45th Annual Meeting of the Cognitive Science Society, 2023

Human Attention-Guided Explainable AI for Object Detection.

Guoyang Liu, Jindi Zhang, Antoni B. Chan, Janet H. Hsiao

Proceedings of the 45th Annual Meeting of the Cognitive Science Society, 2023

Does enlarging font size facilitate English word and sentence reading in children as beginning readers?

Weiyan Liao, Janet H. Hsiao

Proceedings of the 45th Annual Meeting of the Cognitive Science Society, 2023

2022

PRIMAL-GMM: PaRametrIc MAnifold Learning of Gaussian Mixture Models.

Ziquan Liu, Lei Yu, Janet H. Hsiao, Antoni B. Chan

IEEE Trans. Pattern Anal. Mach. Intell., 2022

Generating Perturbation-based Explanations with Robustness to Out-of-Distribution Data.

Luyu Qiu, Yi Yang, Caleb Chen Cao, Yueyuan Zheng, Hilary Hei Ting Ngai, Janet Hui-wen Hsiao, Lei Chen

Proceedings of the WWW '22: The ACM Web Conference 2022, Virtual Event, Lyon, France, April 25, 2022

Predicting Reading Performance based on Eye Movement Analysis with Hidden Markov Models.

Yueyuan Zheng, Ying Que, Xiao Hu, Janet H. Hsiao

Proceedings of the International Conference on Advanced Learning Technologies, 2022

HSI: Human Saliency Imitator for Benchmarking Saliency-Based Model Explanations.

Yi Yang, Yueyuan Zheng, Didan Deng, Jindi Zhang, Yongxiang Huang, Yumeng Yang, Janet H. Hsiao, Caleb Chen Cao

Proceedings of the Tenth AAAI Conference on Human Computation and Crowdsourcing, 2022

The impact of mask use on social categorization.

Yueyuan Zheng, Danni Chen, Xiaoqing Hu, Janet H. Hsiao

Proceedings of the 44th Annual Meeting of the Cognitive Science Society, 2022

Does word boundary information facilitate Chinese sentence reading in children as beginning readers?

Weiyan Liao, Wing Chi Chong, Janet H. Hsiao

Proceedings of the 44th Annual Meeting of the Cognitive Science Society, 2022

The role of reading test strategy in reading comprehension: An eye-movement study.

Jocelyn Ching Yan Kwok, Janet H. Hsiao

Proceedings of the 44th Annual Meeting of the Cognitive Science Society, 2022

2021

Clustering Hidden Markov Models with Variational Bayesian Hierarchical EM.

Hui Lan, Ziquan Liu, Janet H. Hsiao, Dan Yu, Antoni B. Chan

Dataset, January, 2021

When Eyes Wander Around: Mind-Wandering as Revealed by Eye Movement Analysis with Hidden Markov Models.

Hsing-Hao Lee, Zih-Ling Chen, Su-Ling Yeh, Janet Hui-wen Hsiao, An-Yeu Andy Wu

Sensors, 2021

Roadmap of Designing Cognitive Metrics for Explainable Artificial Intelligence (XAI).

Janet Hui-wen Hsiao, Hilary Hei Ting Ngai, Luyu Qiu, Yi Yang, Caleb Chen Cao

CoRR, 2021

Resisting Out-of-Distribution Data Problem in Perturbation of XAI.

Luyu Qiu, Yi Yang, Caleb Chen Cao, Jing Liu, Yueyuan Zheng, Hilary Hei Ting Ngai, Janet H. Hsiao, Lei Chen

CoRR, 2021

How Face Mask in COVID-19 Pandemic Disrupts Face Learning and Recognition in Adults with Autism Spectrum Disorder?

Ricky Van-yip Tso, Celine On Hang Chui, Janet H. Hsiao

Proceedings of the 43rd Annual Meeting of the Cognitive Science Society, 2021

The role of eye movement pattern and global-local information processing abilities in isolated English word reading.

Weiyan Liao, Janet H. Hsiao

Proceedings of the 43rd Annual Meeting of the Cognitive Science Society, 2021

Eye movement consistency in global-local perceptual processing predicts schizotypy.

Janet H. Hsiao, Sherry Kit Wa Chan, Antoni B. Chan, Yueyuan Zheng, Kam Man Lau, Hei Lam Michelle Tsang

Proceedings of the 43rd Annual Meeting of the Cognitive Science Society, 2021

2020

Exploring the Effect of Personalized Background Music on Reading Comprehension.

Ying Que, Yueyuan Zheng, Janet H. Hsiao, Xiao Hu

Proceedings of the JCDL '20: Proceedings of the ACM/IEEE Joint Conference on Digital Libraries in 2020, 2020

Audiovisual Information Processing in Emotion Recognition: An Eye Tracking Study.

Yueyuan Zheng, Janet H. Hsiao

Proceedings of the 42th Annual Meeting of the Cognitive Science Society, 2020

Differential Modulation Effects of Music Expertise on English and Chinese Sentence Reading.

Weiyan Liao, Tze Kwan Li, Yuke Wu, Janet H. Hsiao

Proceedings of the 42th Annual Meeting of the Cognitive Science Society, 2020

Impact of sleep deprivation on EEG markers of emotion regulation in young adults.

Cheng Li, Esther Yuet Ying Lau, Janet H. Hsiao, Jinxiao Zhang, Yeuk Ching Lam, Jihui Zhang, Lydia Ting Sum Yee, Benjamin Rusak

Proceedings of the 42th Annual Meeting of the Cognitive Science Society, 2020

Habitual Sleep Quality Moderated the Effects of Sleep Deprivation on Emotion Regulation by Third-Person Self Talk: Event-Related Potential (ERP) and Behavioral Findings.

Yeuk Ching Lam, Esther Yuet Ying Lau, Janet H. Hsiao, Cheng Li, Lydia Ting Sum Yee

Proceedings of the 42th Annual Meeting of the Cognitive Science Society, 2020

The role of eye movement consistency in learning to recognise faces: Computational and experimental examinations.

Janet H. Hsiao, Jeehye An, Antoni B. Chan

Proceedings of the 42th Annual Meeting of the Cognitive Science Society, 2020

2019

Parametric Manifold Learning of Gaussian Mixture Models.

Ziquan Liu, Lei Yu, Janet H. Hsiao, Antoni B. Chan

Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 2019

Does Video Content Facilitate or Impair Comprehension of Documentaries? The Effect of Cognitive Abilities and Eye Movement Strategy.

Yueyuan Zheng, Xinchen Ye, Janet H. Hsiao

Proceedings of the 41th Annual Meeting of the Cognitive Science Society, 2019

When is a Visual Perceptual Deficit More Holistic but Less Right-lateralized? The Case of High-school Students with Dyslexia in Chinese.

Ricky Van-yip Tso, Ronald Chan, Janet Hui-wen Hsiao

Proceedings of the 41th Annual Meeting of the Cognitive Science Society, 2019

Understanding Individual Differences in Eye Movement Pattern During Scene Perception through Co-Clustering of Hidden Markov Models.

Janet H. Hsiao, Kin Yan Chan, Yuefeng Du, Antoni B. Chan

Proceedings of the 41th Annual Meeting of the Cognitive Science Society, 2019

EMHMM: Eye Movement Analysis with Hidden Markov Models and Its Applications in Cognitive Research.

Janet H. Hsiao, Antoni B. Chan

Proceedings of the 41th Annual Meeting of the Cognitive Science Society, 2019

Modulation of mood on eye movement pattern and performance in face recognition.

Jeehye An, Janet H. Hsiao

Proceedings of the 41th Annual Meeting of the Cognitive Science Society, 2019

2018

EMHMM Simulation Study.

Antoni B. Chan, Janet H. Hsiao

CoRR, 2018

Optimal face recognition performance involves a balance between global and local information processing: Evidence from cultural difference.

Zhijie Cheng, William G. Hayward, Antoni B. Chan, Janet H. Hsiao

Proceedings of the 40th Annual Meeting of the Cognitive Science Society, 2018

2017

Insomniacs Misidentify Angry Faces as Fearful Faces Because of Missing the Eyes: an Eye-Tracking Study.

Jinxiao Zhang, Antoni B. Chan, Esther Y. Y. Lau, Janet H. Hsiao

Proceedings of the 39th Annual Meeting of the Cognitive Science Society, 2017

Right hemisphere lateralization and holistic processing do not always go together: An ERP investigation of a training study.

Ricky Van-yip Tso, Hangyu Chen, Yui Andrew Yeung, Terry Kit-fong Au, Janet Hui-wen Hsiao

Proceedings of the 39th Annual Meeting of the Cognitive Science Society, 2017

How does Music Reading Expertise Modulate Visual Processing of English Words? An ERP study.

Tze Kwan Li, Hei Yan Veronica Chan, Luhe Li, Janet H. Hsiao

Proceedings of the 39th Annual Meeting of the Cognitive Science Society, 2017

2016

Holistic processing as measured in the composite task does not always go with right hemisphere processing in face perception.

Janet Hui-wen Hsiao, Bruno Galmar

Neurocomputing, 2016

Transfer of Perceptual Expertise: The Case of Simplified and Traditional Chinese Character Recognition.

Tianyin Liu, Tin Yim Chuk, Su-Ling Yeh, Janet H. Hsiao

Cogn. Sci., 2016

Visual Similarity of Words Alone Can Modulate Hemispheric Lateralization in Visual Word Recognition: Evidence From Modeling Chinese Character Recognition.

Janet H. Hsiao, Kit Cheung

Cogn. Sci., 2016

Music Reading Expertise Modulates Visual Spans in both Music Note and English Letter Reading.

Tze Kwan Li, Susana T. L. Chung, Janet H. Hsiao

Proceedings of the 38th Annual Meeting of the Cognitive Science Society, 2016

Mind reading: Discovering individual preferences from eye movements using switching hidden Markov models.

Tim Chuk, Antoni B. Chan, Shinsuke Shimojo, Janet H. Hsiao

Proceedings of the 38th Annual Meeting of the Cognitive Science Society, 2016

Analytic Eye Movement Patterns in Face Recognition are Associated with Better Performance and more Top-down Control of Visual Attention: an fMRI Study.

Cynthia Y. H. Chan, J. J. Wong, Antoni B. Chan, Tatia M. C. Lee, Janet H. Hsiao

Proceedings of the 38th Annual Meeting of the Cognitive Science Society, 2016

Hidden Markov Modeling of eye movements with image information leads to better discovery of regions of interest.

Stephan Brueggemann, Antoni B. Chan, Janet H. Hsiao

Proceedings of the 38th Annual Meeting of the Cognitive Science Society, 2016

2015

How do different training tasks modulate our perception and hemispheric lateralization in the development of perceptual expertise?

Ricky Van-yip Tso, Terry Kit-fong Au, Janet Hui-wen Hsiao

Proceedings of the 37th Annual Meeting of the Cognitive Science Society, 2015

Can experience with different types of writing system modulate holistic processing in speech perception?

Tianyin Liu, Janet H. Hsiao

Proceedings of the 37th Annual Meeting of the Cognitive Science Society, 2015

Music Reading Expertise Modulates Hemispheric Lateralization in English Word processing but not in Chinese Character Processing.

Tze Kwan Li, Janet H. Hsiao

Proceedings of the 37th Annual Meeting of the Cognitive Science Society, 2015

Expertise modulates hemispheric asymmetry in holistic processing: Evidence from Chinese character processing.

Harry K. S. Chung, Jacklyn C. Y. Leung, Janet H. Hsiao

Proceedings of the 37th Annual Meeting of the Cognitive Science Society, 2015

Hidden Markov model analysis reveals better eye movement strategies in face recognition.

Tim Chuk, Antoni B. Chan, Janet H. Hsiao

Proceedings of the 37th Annual Meeting of the Cognitive Science Society, 2015

Complex Mental Addition and Multiplication Rely More on Visuospatial than Verbal Processing.

Tommy Kwun Leuk Cheung, Janet Hui-wen Hsiao

Proceedings of the 37th Annual Meeting of the Cognitive Science Society, 2015

Eye Movement Pattern in Face Recognition is Associated with Cognitive Decline in the Elderly.

Cynthia Y. H. Chan, Antoni B. Chan, Tatia M. C. Lee, Janet H. Hsiao

Proceedings of the 37th Annual Meeting of the Cognitive Science Society, 2015

2014

Predicting an observer's task using multi-fixation pattern analysis.

Christopher Kanan, Nicholas A. Ray, Dina N. F. Bseiso, Janet Hui-wen Hsiao, Garrison W. Cottrell

Proceedings of the Eye Tracking Research and Applications, 2014

Holistic Processing in Speech Perception: Experts' and Novices' Processing of Isolated Cantonese Syllables.

Tianyin Liu, Janet Hui-wen Hsiao

Proceedings of the 36th Annual Meeting of the Cognitive Science Society, 2014

2013

Hemispheric Asymmetry in Perception: A Differential Encoding Account.

Janet Hui-wen Hsiao, Benjamin Cipollini, Garrison W. Cottrell

J. Cogn. Neurosci., 2013

The Modulation of Visual and Task Characteristics of a Writing System on Hemispheric Lateralization in Visual Word Recognition - A Computational Exploration.

Janet Hui-wen Hsiao, Sze Man Lam

Cogn. Sci., 2013

Holistic Processing Is Not Always a Property of Right Hemisphere Processing- Evidence from Computational Modeling of Face Recognition.

Bruno Galmar, Janet Hui-wen Hsiao

Proceedings of the Neural Information Processing - 20th International Conference, 2013

Objective measures of IS usage behavior under conditions of experience and pressure using eye fixation data.

Andreas Eckhardt, Christian Maier, JJ Po-An Hsieh, Tim Chuk, Antoni B. Chan, Janet H. Hsiao, Ricardo Buettner

Proceedings of the International Conference on Information Systems, 2013

Expert marker of Chinese character recognition: Left-side bias versus holistic processing?

Ricky Van-yip Tso, Terry Kit-fong Au, Janet Hui-wen Hsiao

Proceedings of the 35th Annual Meeting of the Cognitive Science Society, 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.

Bruno Galmar, Janet Hui-wen Hsiao

Proceedings of the 35th Annual Meeting of the Cognitive Science Society, 2013

Understanding eye movements in face recognition with hidden Markov model.

Tim Chuk, Alvin C. W. Ng, Emanuele Coviello, Antoni B. Chan, Janet H. Hsiao

Proceedings of the 35th Annual Meeting of the Cognitive Science Society, 2013

Hemispheric Asymmetry in Nonconscious Processing.

Jing Chen, Janet Hui-wen Hsiao

Proceedings of the 35th Annual Meeting of the Cognitive Science Society, 2013

2012

Reading direction is sufficient to account for the optimal viewing position in reading: The case of music reading.

Yetta Kwailing Wong, Janet Hui-wen Hsiao

Proceedings of the 34th Annual Meeting of the Cognitive Science Society, 2012

Writing facilitates learning to read in Chinese through reduction of holistic processing: A developmental study.

Ricky Van-yip Tso, Terry Kit-fong Au, Janet Hui-wen Hsiao

Proceedings of the 34th Annual Meeting of the Cognitive Science Society, 2012

The perception of simplified and traditional Chinese characters in the eye of simplified and traditional Chinese readers.

Tianyin Liu, Janet H. Hsiao

Proceedings of the 34th Annual Meeting of the Cognitive Science Society, 2012

Connectivity Asymmetry Can Explain Visual Hemispheric Asymmetries in Local/Global, Face, and Spatial Frequency Processing.

Benjamin Cipollini, Janet H. Hsiao, Garrison W. Cottrell

Proceedings of the 34th Annual Meeting of the Cognitive Science Society, 2012

2011

The Influence of Writing Experiences on Holistic Processing in Chinese Character Recognition.

Ricky Van-yip Tso, Terry Kit-fong Au, Janet Hui-wen Hsiao

Proceedings of the 33th Annual Meeting of the Cognitive Science Society, 2011

Bilinguals Have Different Hemispheric Lateralization in Visual Word Processing from Monolinguals.

Sze Man Lam, Janet Hui-wen Hsiao

Proceedings of the 33th Annual Meeting of the Cognitive Science Society, 2011

Computational exploration of the relationship between holistic processing and right hemisphere lateralization in featural and configural recognition tasks.

Janet Hui-wen Hsiao, Kloser Chee Fung Cheung

Proceedings of the 33th Annual Meeting of the Cognitive Science Society, 2011

The modulation of word type frequency on hemispheric lateralization of visual word recognition: Evidence from modeling Chinese character recognition.

Janet Hui-wen Hsiao, Kit Cheung

Proceedings of the 33th Annual Meeting of the Cognitive Science Society, 2011

2008

Convergence of the Visual Field Split: Hemispheric Modeling of Face and Object Recognition.

Janet Hui-wen Hsiao, Danke X. Shieh, Garrison W. Cottrell

J. Cogn. Neurosci., 2008