Research Projects



Supporting Mobile Reading While Walking with Automatic and Customized Font Size Adaptations
Junhan Kong, Jacob O Wobbrock, Tianyuan Cai, Zoya Bylinskii
CHI 2025

PDF Project Resources Video Poster Bibtex

        @inproceedings{10.1145/3706598.3713367,
            author = {Kong, Junhan and Wobbrock, Jacob O. and Cai, Tianyuan and Bylinskii, Zoya},
            title = {Supporting Mobile Reading While Walking with Automatic and Customized Font Size Adaptations},
            year = {2025},
            isbn = {9798400713941},
            publisher = {Association for Computing Machinery},
            url = {https://doi.org/10.1145/3706598.3713367},
            doi = {10.1145/3706598.3713367},
            booktitle = {Proceedings of the 2025 CHI Conference on Human Factors in Computing Systems},
            articleno = {1007},
            numpages = {13},
            series = {CHI '25}
            }
    


Walking while reading

COR Themes for Readability from Iterative Feedback
Tianyuan Cai, Aleena Gertrudes Niklaus, Bernard Kerr, Michael Kraley, Zoya Bylinskii
CHI 2024 [honorable mention]

Paper Demo Bibtex

@inproceedings{10.1145/3613904.3642108,
    author = {Cai, Tianyuan and Niklaus, Aleena Gertrudes and Kerr, Bernard and Kraley, Michael and Bylinskii, Zoya},
    title = {COR Themes for Readability from Iterative Feedback},
    year = {2024},
    isbn = {9798400703300},
    publisher = {Association for Computing Machinery},
    address = {New York, NY, USA},
    url = {https://doi.org/10.1145/3613904.3642108},
    doi = {10.1145/3613904.3642108},
    booktitle = {Proceedings of the 2024 CHI Conference on Human Factors in Computing Systems},
    articleno = {908},
    numpages = {23},
    keywords = {crowdsourcing, human-in-the-loop, presets, readability, reading},
    location = {Honolulu, HI, USA},
    series = {CHI '24}
    }
                

COR themes

Preferred Reading Formats for Mobile Devices: Results from Readability Studies
Tianyuan Cai, Aleena Gertrudes Niklaus, Bernard Kerr, Michael Kraley, Zoya Bylinskii
MobileHCI 2023

PDF Video Bibtex

@inproceedings{10.1145/3565066.3608706,
    author = {Cai, Tianyuan and Niklaus, Aleena Gertrudes and Kerr, Bernard and Kraley, Michael and Bylinskii, Zoya},
    title = {Preferred Reading Formats for Mobile Devices: Results from Readability Studies},
    year = {2023},
    isbn = {9781450399241},
    publisher = {Association for Computing Machinery},
    address = {New York, NY, USA},
    url = {https://doi.org/10.1145/3565066.3608706},
    doi = {10.1145/3565066.3608706},
    booktitle = {Proceedings of the 25th International Conference on Mobile Human-Computer Interaction},
    articleno = {16},
    numpages = {9},
    keywords = {human-in-the-loop, mobile reading, presets, readability},
    location = {Athens, Greece},
    series = {MobileHCI '23 Companion}
}


Walking while reading

Realistic Saliency Guided Image Enhancement
S Mahdi H Miangoleh, Zoya Bylinskii, Eric Kee, Eli Shechtman, Yağiz Aksoy
CVPR 2023

PDF Project Page Code Poster Bibtex

@InProceedings{Miangoleh_2023_CVPR,
author    = {Miangoleh, S. Mahdi H. and Bylinskii, Zoya and Kee, Eric and Shechtman, Eli and Aksoy, Ya\u{g}iz},
title     = {Realistic Saliency Guided Image Enhancement},
booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
month     = {June},
year      = {2023},
pages     = {186-194}
}


Gazeshift

Towards Better User Studies in Computer Graphics and Vision
Zoya Bylinskii, Laura Herman, Aaron Hertzmann, Stefanie Hutka, Yile Zhang
Foundations and Trends in CG&V 2023

PDF Bibtex

@article{CGV-106,
    url = {http://dx.doi.org/10.1561/0600000106},
    year = {2023},
    volume = {15},
    journal = {Foundations and Trends® in Computer Graphics and Vision},
    title = {Towards Better User Studies in Computer Graphics and Vision},
    doi = {10.1561/0600000106},
    issn = {1572-2740},
    number = {3},
    pages = {201-252},
    author = {Zoya Bylinskii and Laura Herman and Aaron Hertzmann and Stefanie Hutka and Yile Zhang}
}


Digital Reading Rulers: Evaluating Inclusively Designed Rulers for Readers With Dyslexia and Without
Aleena Niklaus, Tianyuan Cai, Zoya Bylinskii, Shaun Wallace
CHI 2023

Paper Demo Bibtex

@inproceedings{DRR2023,
title={Digital Reading Rulers: Evaluating Inclusively Designed Rulers for Readers With Dyslexia and Without},
author={Niklaus, Aleena Gertrudes and Cai, Tianyuan and Bylinskii, Zoya and Wallace, Shaun},
booktitle={Proceedings of the 2023 CHI Conference on Human Factors in Computing Systems},
year={2023}
}

Media: Adobe Blog



THERIF: Themes for Readability from Iterative Feedback
Tianyuan Cai, Aleena Gertrudes Niklaus, Bernard Kerr, Michael Kraley, Zoya Bylinskii
CHI EA 2023

Short paper Full paper Demo Bibtex

@inproceedings{THERIF2023,
title={THERIF: Themes for Readability from Iterative Feedback},
author={Cai, Tianyuan and Niklaus, Aleena Gertrudes and Kerr, Bernard and Kraley, Michael and Bylinskii, Zoya},
booktitle={Extended Abstracts of the 2023 CHI Conference on Human Factors in Computing Systems},
year={2023}
}
                

Media: Adobe Blog



A computational approach to studying aesthetic judgments of ambiguous artworks
Xi Wang, Zoya Bylinskii, Aaron Hertzmann, Robert Pepperell
Psychology of Aesthetics, Creativity and the Arts 2023

PDF Bibtex

@misc{wang_bylinskii_hertzmann_pepperell_2023,
title={A computational approach to studying aesthetic judgments of ambiguous artworks},
url={https://psycnet.apa.org/record/2023-77259-001},
DOI={https://doi.org/10.1037/aca0000579},
publisher={Psychology of Aesthetics, Creativity, and the Arts},
author={Wang, Xi and Bylinskii, Zoya and Hertzmann, Aaron and Pepperell, Robert C},
year={2023}
}



Web Table Formatting Affects Readability on Mobile Devices
Christopher Tensmeyer, Zoya Bylinskii, Tianyuan Cai, Dave Miller, Ani Nenkova, Aleena Niklaus, Shaun Wallace
WWW 2023

Paper Bibtex

@inproceedings{DRR2023,
title={Web Table Formatting Affects Readability on Mobile Devices},
author={Tensmeyer, Christopher and Bylinski, Zoya and Cai, Tianyuan and Miller, Dave and Nenkova, Ani and Niklaus, Aleena and Wallace, Shaun},
booktitle={Proceedings of the ACM Web Conference 2023},
year={2023}
}


Personalized Font Recommendations: Combining ML and Typographic Guidelines to Optimize Readability
Tianyuan Cai, Shaun Wallace, Tina Rezvanian, Jonathan Dobres, Bernard Kerr, Samuel Berlow, Jeff Huang, Ben D. Sawyer, Zoya Bylinskii
ACM DIS 2022

PDF Video Code Bibtex

@inproceedings{cai2022personalized,
title={Personalized Font Recommendations: Combining ML and Typographic Guidelines to Optimize Readability},
author={Cai, Tianyuan and Wallace, Shaun and Rezvanian, Tina and Dobres, Jonathan and Kerr, Bernard and Berlow, Samuel and Huang, Jeff and Sawyer, Ben D and Bylinskii, Zoya},
booktitle={Designing Interactive Systems Conference},
pages={1--25},
year={2022}
}

Media: Adobe Blog



Towards Individuated Reading Experiences: Different Fonts Increase Reading Speed for Different Individuals
Shaun Wallace, Zoya Bylinskii, Jonathan Dobres, Bernard Kerr, Sam Berlow, Rick Treitman, Nirmal Kumawat, Kathleen Arpin, Dave B Miller, Jeff Huang, Ben D Sawyer
ACM TOCHI 2022

PDF Video Code,Data,Materials Bibtex

@article{wallace2022towards,
title={Towards Individuated Reading Experiences: Different Fonts Increase Reading Speed for Different Individuals},
author={Wallace, Shaun and Bylinskii, Zoya and Dobres, Jonathan and Kerr, Bernard and Berlow, Sam and Treitman, Rick and Kumawat, Nirmal and Arpin, Kathleen and Miller, Dave B and Huang, Jeff and others},
journal={ACM Transactions on Computer-Human Interaction (TOCHI)},
volume={29},
number={4},
pages={1--56},
year={2022},
publisher={ACM New York, NY}
}

Media: NNgroup FastCompany Wall Street Journal
Adobe Blog



Larger visual changes compress time: The inverted effect of asemantic visual features on interval time perception
Sandra Malpica, Belen Masia, Laura Herman, Gordon Wetzstein, David Eagleman, Diego Gutierrez, Zoya Bylinskii, Qi Sun
PloS one 2022

Paper Abstract Video Poster Bibtex

@article{malpica2022larger,
title={Larger visual changes compress time: The inverted effect of asemantic visual features on interval time perception},
author={Malpica, Sandra and Masia, Belen and Herman, Laura and Wetzstein, Gordon and Eagleman, David M and Gutierrez, Diego and Bylinskii, Zoya and Sun, Qi},
journal={PloS one},
volume={17},
number={3},
pages={e0265591},
year={2022},
publisher={Public Library of Science San Francisco, CA USA}
}


Has half the time passed? Investigating time perception at long time scales

Memorability: An image-computable measure of information utility
Zoya Bylinskii, Lore Goetschalckx, Anelise Newman, Aude Oliva
Book chapter: in Human Perception of Visual Information 2022

PDF Bibtex

@incollection{bylinskii2022memorability,
title={Memorability: An image-computable measure of information utility},
author={Bylinskii, Zoya and Goetschalckx, Lore and Newman, Anelise and Oliva, Aude},
booktitle={Human Perception of Visual Information},
pages={207--239},
year={2022},
publisher={Springer}
}



KDSalBox: A toolbox of efficient knowledge-distilled saliency models
Ard Kastrati, Zoya Bylinskii, Eli Shechtman
SVRHM Workshop at NeurIPS 2021

PDF Code Bibtex

@inproceedings{kastrati2021kdsalbox,
title={KDSalBox: A toolbox of efficient knowledge-distilled saliency models},
author={Kastrati, Ard and Bylinskii, Zoya and Shechtman, Eli},
booktitle={SVRHM 2021 Workshop@ NeurIPS},
year={2021}
}



Readability Research: An Interdisciplinary Approach
Sofie Beier, Sam Berlow, Esat Boucaud, Zoya Bylinskii, Tianyuan Cai, Jenae Cohn, Kathy Crowley, Stephanie L. Day, Tilman Dingler, Jonathan Dobres, Jennifer Healey, Rajiv Jain, Marjorie Jordan, Bernard Kerr, Qisheng Li, Dave B. Miller, Susanne Nobles, Alexandra Papoutsaki, Jing Qian, Tina Rezvanian, Shelley Rodrigo, Ben D. Sawyer, Shannon M. Sheppard, Bram Stein, Rick Treitman, Jen Vanek, Shaun Wallace, Benjamin Wolfe
Foundations and Trends in Human-Computer Interaction 2022

PDF Bibtex

@article{beier2022readability,
title={Readability Research: An Interdisciplinary Approach},
author={Beier, Sofie and Berlow, Sam and Boucaud, Esat and Bylinskii, Zoya and Cai, Tianyuan and Cohn, Jenae and Crowley, Kathy and Day, Stephanie L and Dingler, Tilman and Dobres, Jonathan and others},
journal={Foundations and Trends{\textregistered} in Human--Computer Interaction},
volume={16},
number={4},
pages={214--324},
year={2022},
publisher={Now Publishers, Inc.}
}


Readability Research: An Interdisciplinary Approach

Leveraging Text-Chart Links to Support Authoring of Data-Driven Articles with VizFlow
Nicole Sultanum, Fanny Chevalier, Zoya Bylinskii, Zhicheng Liu
CHI 2021

PDF Video Demo Bibtex

@inproceedings{sultanum2021leveraging,
title={Leveraging Text-Chart Links to Support Authoring of Data-Driven Articles with VizFlow},
author={Sultanum, Nicole and Chevalier, Fanny and Bylinskii, Zoya and Liu, Zhicheng},
booktitle={Proceedings of the 2021 CHI Conference on Human Factors in Computing Systems},
pages={1--17},
year={2021}
}


Leveraging Text-Chart Links to Support Authoring of Data-Driven Articles with VizFlow

Parsing and Summarizing Infographics with Synthetically Trained Icon Detection
Spandan Madan, Zoya Bylinskii, Carolina Nobre, Matthew Tancik, Adria Recasens, Kimberli Zhong, Sami Alsheikh, Aude Oliva, Fredo Durand, Hanspeter Pfister
PacificVis 2021

PDF Website Code+Data Bibtex

@inproceedings{madan2021parsing,
title={Parsing and Summarizing Infographics with Synthetically Trained Icon Detection},
author={Madan, Spandan and Bylinskii, Zoya and Nobre, Carolina and Tancik, Matthew and Recasens, Adria and Zhong, Kimberli and Alsheikh, Sami and Oliva, Aude and Durand, Fredo and Pfister, Hanspeter},
booktitle={2021 IEEE 14th Pacific Visualization Symposium (PacificVis)},
pages={31--40},
year={2021},
organization={IEEE}
}


Parsing and Summarizing Infographics with Synthetically Trained Icon Detection

Mitigating the Effects of Reading Interruptions by Providing Reviews and Previews
Namrata Srivastava, Rajiv Jain, Jennifer Healey, Zoya Bylinskii, Tilman Dingler
CHI EA 2021

PDF Teaser Video Bibtex

@inproceedings{srivastava2021mitigating,
title={Mitigating the Effects of Reading Interruptions by Providing Reviews and Previews},
author={Srivastava, Namrata and Jain, Rajiv and Healey, Jennifer and Bylinskii, Zoya and Dingler, Tilman},
booktitle={Extended Abstracts of the 2021 CHI Conference on Human Factors in Computing Systems},
year={2021}
}


Mitigating the Effects of Reading Interruptions by Providing Reviews and Previews

Look here! A parametric learning based approach to redirect visual attention
Youssef Alami Mejjati, Celso F. Gomez, Kwang In Kim, Eli Shechtman, Zoya Bylinskii
ECCV 2020

PDF Website Video Code Bibtex

@inproceedings{mejjati2020look,
title={Look here! A parametric learning based approach to redirect visual attention},
author={Mejjati, Youssef A and Gomez, Celso F and Kim, Kwang In and Shechtman, Eli and Bylinskii, Zoya},
booktitle={European Conference on Computer Vision},
pages={343--361},
year={2020},
organization={Springer}
}


Look here! A parametric learning based approach to redirect visual attention

Accelerating Adult Readers with Typeface: A Study of Individual Preferences and Effectiveness
Shaun Wallace, Rick Treitman, Jeff Huang, Ben D Sawyer, Zoya Bylinskii
CHI EA 2020

PDF Website Video Bibtex

@inproceedings{wallace2020accelerating,
title={Accelerating Adult Readers with Typeface: A Study of Individual Preferences and Effectiveness},
author={Wallace, Shaun and Treitman, Rick and Huang, Jeff and Sawyer, Ben D and Bylinskii, Zoya},
booktitle={Extended Abstracts of the 2020 CHI Conference on Human Factors in Computing Systems},
pages={1--9},
year={2020}
}


Accelerating Adult Readers with Typeface: A Study of Individual Preferences and Effectiveness

Toward Quantifying Ambiguities in Artistic Images
Xi Wang, Zoya Bylinskii, Aaron Hertzmann, Robert Pepperell
ACM Transactions on Applied Perception 2020

PDF Website Video Poster Bibtex

@article{wang2020toward,
title={Toward Quantifying Ambiguities in Artistic Images},
author={Wang, Xi and Bylinskii, Zoya and Hertzmann, Aaron and Pepperell, Robert},
journal={ACM Transactions on Applied Perception (TAP)},
volume={17},
number={4},
pages={1--10},
year={2020},
publisher={ACM New York, NY, USA}
}


Toward Quantifying Ambiguities in Artistic Images

Predicting Visual Importance Across Graphic Design Types
Camilo Fosco, Vincent Casser, Amish Kumar Bedi, Peter O'Donovan, Aaron Hertzmann, Zoya Bylinskii
ACM UIST 2020

PDF Website Teaser Video Poster Bibtex

@inproceedings{fosco2020predicting,
title={Predicting Visual Importance Across Graphic Design Types},
author={Fosco, Camilo and Casser, Vincent and Bedi, Amish Kumar and O'Donovan, Peter and Hertzmann, Aaron and Bylinskii, Zoya},
booktitle={Proceedings of the 33rd Annual ACM Symposium on User Interface Software and Technology},
pages={249--260},
year={2020}
}


Predicting Visual Importance Across Graphic Design Types

How much time do you have? Modeling multi-duration saliency
Camilo Fosco, Anelise Newman, Pat Sukhum, Yun Bin Zhang, Nanxuan Zhao, Aude Oliva, Zoya Bylinskii
CVPR 2020

PDF Teaser Poster Video Code Bibtex

@inproceedings{fosco2020much,
title={How much time do you have? Modeling multi-duration saliency},
author={Fosco, Camilo and Newman, Anelise and Sukhum, Pat and Zhang, Yun Bin and Zhao, Nanxuan and Oliva, Aude and Bylinskii, Zoya},
booktitle={Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition},
pages={4473--4482},
year={2020}
}


How much time do you have? Modeling multi-duration saliency

TurkEyes: A web-based toolbox for crowdsourcing attention data
Anelise Newman, Barry McNamara, Camilo Fosco, Yun Bin Zhang, Pat Sukhum, Matthew Tancik, Nam Wook Kim, Zoya Bylinskii
CHI 2020

PDF Website Poster Video Code Bibtex

@inproceedings{newman2020turkeyes,
title={TurkEyes: A web-based toolbox for crowdsourcing attention data},
author={Newman, Anelise and McNamara, Barry and Fosco, Camilo and Zhang, Yun Bin and Sukhum, Pat and Tancik, Matthew and Kim, Nam Wook and Bylinskii, Zoya},
booktitle={Proceedings of the 2020 CHI Conference on Human Factors in Computing Systems},
pages={1--13},
year={2020}
}


TurkEyes: A web-based toolbox for crowdsourcing attention data

Iconate: Automatic compound icon generation and ideation
Nanxuan Zhao, Nam Wook Kim, Laura Mariah Herman, Hanspeter Pfister, Rynson WH Lau, Jose Echevarria, Zoya Bylinskii
CHI 2020

PDF Website Teaser Video Code Bibtex

    @inproceedings{zhao2020iconate,
    title={Iconate: Automatic compound icon generation and ideation},
    author={Zhao, Nanxuan and Kim, Nam Wook and Herman, Laura Mariah and Pfister, Hanspeter and Lau, Rynson WH and Echevarria, Jose and Bylinskii, Zoya},
    booktitle={Proceedings of the 2020 CHI Conference on Human Factors in Computing Systems},
    pages={1--13},
    year={2020}
    }


Iconate: Automatic compound icon generation and ideation