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)

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 (CogSci, 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 (CogSci, 2011)

Bilinguals Have Different Hemispheric Lateralization in Visual Word Processing from Monolinguals. - Sze Man Lam; Janet Hui-wen Hsiao (CogSci, 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 (CogSci, 2011)

Connectivity Asymmetry Can Explain Visual Hemispheric Asymmetries in Local/Global, Face, and Spatial Frequency Processing. - Benjamin Cipollini; Janet H. Hsiao; Garrison W. Cottrell (CogSci, 2012)

The perception of simplified and traditional Chinese characters in the eye of simplified and traditional Chinese readers. - Tianyin Liu; Janet H. Hsiao (CogSci, 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 (CogSci, 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 (CogSci, 2012)

Hemispheric Asymmetry in Nonconscious Processing. - Jing Chen; Janet Hui-wen Hsiao (CogSci, 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 (CogSci, 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 (CogSci, 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 (CogSci, 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 (ICIS, 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 (ICONIP (1), 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)

Hemispheric Asymmetry in Perception: A Differential Encoding Account. - Janet Hui-wen Hsiao; Benjamin Cipollini; Garrison W. Cottrell (J. Cogn. Neurosci., 2013)

Holistic Processing in Speech Perception: Experts' and Novices' Processing of Isolated Cantonese Syllables. - Tianyin Liu; Janet Hui-wen Hsiao (CogSci, 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 (ETRA, 2014)

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 (CogSci, 2015)

Complex Mental Addition and Multiplication Rely More on Visuospatial than Verbal Processing. - Tommy Kwun Leuk Cheung; Janet Hui-wen Hsiao (CogSci, 2015)

Hidden Markov model analysis reveals better eye movement strategies in face recognition. - Tim Chuk; Antoni B. Chan; Janet H. Hsiao (CogSci, 2015)

Expertise modulates hemispheric asymmetry in holistic processing: Evidence from Chinese character processing. - Harry K. S. Chung; Jacklyn C. Y. Leung; Janet H. Hsiao (CogSci, 2015)

Music Reading Expertise Modulates Hemispheric Lateralization in English Word processing but not in Chinese Character Processing. - Tze Kwan Li; Janet H. Hsiao (CogSci, 2015)

Can experience with different types of writing system modulate holistic processing in speech perception? - Tianyin Liu; Janet H. Hsiao (CogSci, 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 (CogSci, 2015)

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 (CogSci, 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 (CogSci, 2016)

Mind reading: Discovering individual preferences from eye movements using switching hidden Markov models. - Tim Chuk; Antoni B. Chan; Shinsuke Shimojo; Janet H. Hsiao (CogSci, 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 (CogSci, 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)

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)

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)

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 (CogSci, 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 (CogSci, 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 (CogSci, 2017)

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 (CogSci, 2018)

EMHMM Simulation Study. - Antoni B. Chan; Janet H. Hsiao (CoRR, 2018)

Modulation of mood on eye movement pattern and performance in face recognition. - Jeehye An; Janet H. Hsiao (CogSci, 2019)

EMHMM: Eye Movement Analysis with Hidden Markov Models and Its Applications in Cognitive Research. - Janet H. Hsiao; Antoni B. Chan (CogSci, 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 001; Antoni B. Chan (CogSci, 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 (CogSci, 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 (CogSci, 2019)

Parametric Manifold Learning of Gaussian Mixture Models. - Ziquan Liu; Lei Yu 013; Janet H. Hsiao; Antoni B. Chan (IJCAI, 2019)

The role of eye movement consistency in learning to recognise faces: Computational and experimental examinations. - Janet H. Hsiao; Jeehye An; Antoni B. Chan (CogSci, 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 (CogSci, 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 (CogSci, 2020)

Differential Modulation Effects of Music Expertise on English and Chinese Sentence Reading. - Weiyan Liao; Tze Kwan Li; Yuke Wu; Janet H. Hsiao (CogSci, 2020)

Audiovisual Information Processing in Emotion Recognition: An Eye Tracking Study. - Yueyuan Zheng; Janet H. Hsiao (CogSci, 2020)

Exploring the Effect of Personalized Background Music on Reading Comprehension. - Ying Que; Yueyuan Zheng; Janet H. Hsiao; Xiao Hu 001 (JCDL, 2020)

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 (CogSci, 2021)

The role of eye movement pattern and global-local information processing abilities in isolated English word reading. - Weiyan Liao; Janet H. Hsiao (CogSci, 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 (CogSci, 2021)

Resisting Out-of-Distribution Data Problem in Perturbation of XAI. - Luyu Qiu; Yi Yang 090; Caleb Chen Cao; Jing Liu; Yueyuan Zheng; Hilary Hei Ting Ngai; Janet H. Hsiao; Lei Chen 002 (CoRR, 2021)

Roadmap of Designing Cognitive Metrics for Explainable Artificial Intelligence (XAI). - Janet Hui-wen Hsiao; Hilary Hei Ting Ngai; Luyu Qiu; Yi Yang 090; Caleb Chen Cao (CoRR, 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)

Clustering Hidden Markov Models with Variational Bayesian Hierarchical EM. - Hui Lan; Ziquan Liu; Janet H. Hsiao; Dan Yu; Antoni B. Chan (Zenodo, 2021)

The role of reading test strategy in reading comprehension: An eye-movement study. - Jocelyn Ching Yan Kwok; Janet H. Hsiao (CogSci, 2022)

Does word boundary information facilitate Chinese sentence reading in children as beginning readers? - Weiyan Liao; Wing Chi Chong; Janet H. Hsiao (CogSci, 2022)

The impact of mask use on social categorization. - Yueyuan Zheng; Danni Chen; Xiaoqing Hu; Janet H. Hsiao (CogSci, 2022)

HSI: Human Saliency Imitator for Benchmarking Saliency-Based Model Explanations. - Yi Yang 090; Yueyuan Zheng; Didan Deng; Jindi Zhang; Yongxiang Huang; Yumeng Yang; Janet H. Hsiao; Caleb Chen Cao (HCOMP, 2022)

Predicting Reading Performance based on Eye Movement Analysis with Hidden Markov Models. - Yueyuan Zheng; Ying Que; Xiao Hu 001; Janet H. Hsiao (ICALT, 2022)

Generating Perturbation-based Explanations with Robustness to Out-of-Distribution Data. - Luyu Qiu; Yi Yang 090; Caleb Chen Cao; Yueyuan Zheng; Hilary Hei Ting Ngai; Janet Hui-wen Hsiao; Lei Chen 002 (WWW, 2022)

PRIMAL-GMM: PaRametrIc MAnifold Learning of Gaussian Mixture Models. - Ziquan Liu; Lei Yu 013; Janet H. Hsiao; Antoni B. Chan (IEEE Trans. Pattern Anal. Mach. Intell., 2022)

Does enlarging font size facilitate English word and sentence reading in children as beginning readers? - Weiyan Liao; Janet H. Hsiao (CogSci, 2023)

Human Attention-Guided Explainable AI for Object Detection. - Guoyang Liu; Jindi Zhang; Antoni B. Chan; Janet H. Hsiao (CogSci, 2023)

Bilingual students' test-taking strategies in content subject assessments. - Yuen Yi Lo; Xiaoru Teng; Weiyan Liao; Janet H. Hsiao (CogSci, 2023)

Individual differences in explanation strategies for image classification and implications for explainable AI. - Ruoxi Qi; Yueyuan Zheng; Yi Yang 090; Jindi Zhang; Janet H. Hsiao (CogSci, 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 (CogSci, 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 (CogSci, 2023)

Explanation Strategies for Image Classification in Humans vs. Current Explainable AI. - Ruoxi Qi; Yueyuan Zheng; Yi Yang 090; Caleb Chen Cao; Janet H. Hsiao (CoRR, 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., 2023)

MartMi-BCI: A matlab-based real-time motor imagery brain-computer interface platform. - Guoyang Liu; Janet H. Hsiao; Weidong Zhou; Lan Tian (SoftwareX, 2023)

Understanding and Fighting Scams: Media, Language, Appeals and Effects. - Shuhua Zhou; Xiao Fan Liu; Fiona Fui-Hoon Nah; Simon Harrison; Xinzhi Zhang 001; Shanshan Zhen; Dannii Yeung; Janet Hui-wen Hsiao; Ray LC; Antoni B. Chan; Xiaohui Wang 001; Crystal Li Jiang; et al. (HCI (69), 2024)

Predicting Learners' Meta-cognition Using Eye Movements during Reading with Background Music. - Ying Que; Yueyuan Zheng; Janet H. Hsiao; Xiao Hu 001 (ICALT, 2024)

Weakly-Supervised Medical Image Segmentation with Gaze Annotations. - Yuan Zhong 003; Chenhui Tang; Yumeng Yang; Ruoxi Qi; Kang Zhou; Yuqi Gong; Pheng-Ann Heng; Janet H. Hsiao; Qi Dou 001 (MICCAI (3), 2024)

Human attention guided explainable artificial intelligence for computer vision models. - Guoyang Liu; Jindi Zhang; Antoni B. Chan; Janet H. Hsiao (Neural Networks, 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., 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 026; Padraic Monaghan; David C. Noelle; Iris van Rooij; Priti Shah; Michael J. Spivey; et al. (Cogn. Sci., 2024)

Understanding Human Cognition Through Computational Modeling. - Janet Hui-wen Hsiao (Top. Cogn. Sci., 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., 2024)

Gradient-Based Instance-Specific Visual Explanations for Object Specification and Object Discrimination. - Chenyang Zhao 011; Janet H. Hsiao; Antoni B. Chan (IEEE Trans. Pattern Anal. Mach. Intell., 2024)

Grad-ECLIP: Gradient-based Visual and Textual Explanations for CLIP. - Chenyang Zhao 011; Kun Wang; Janet H. Hsiao; Antoni B. Chan (CoRR, 2025)