Publication


2022

Wanyu Liu, Michelle Agnes Magalhaes, Wendy E. Mackay, Michel Beaudouin-Lafon, and Frédéric Bevilacqua. 2022. Motor Variability in Complex Gesture Learning: Effects of Movement Sonification and Musical Background. ACM Transactions on Applied Perception. 19, 1, Article 2 (January 2022), 21 pages. DOI:https://doi.org/10.1145/3482967 PDF


Wanyu Liu, Olivier Rioul, and Michel Beaudouin-Lafon (2022). Bayesian Information Gain for Interaction Design. In Bayesian Methods for Interaction and Design. Nikola Banovic, Per Ola Kristensson, Antti Oulasvirta, and John H. Williamson (Eds.). Cambridge University Press, Cambridge, UK. In press.


Zhi Li, Maozheng Zhao, Dibyendu Das, Hang Zhao, Yan Ma, Wanyu Liu, Michel Beaudouin-Lafon, Fusheng Wang, IV Ramakrishnan, and Xiaojun Bi. 2022. Select or Suggest? Reinforcement Learning-based Method for High-Accuracy Target Selection on Touchscreens. In Proceedings of the 2022 CHI Conference on Human Factors in Computing Systems (CHI '22). Association for Computing Machinery, New York, NY, USA, Article 494, 1–15. DOI:https://doi.org/10.1145/3491102.3517472 PDF


Antoine Loriette, Wanyu Liu, Frédéric Bevilacqua, and Baptiste Caramiaux. "Describing movement learning using metric learning." PLoS ONE (September 2022), 18 pages. PDF

2021

Wanyu Liu, Artem Dementyev, Diemo Schwarz, Emmanuel Fléty, Wendy E. Mackay, Michel Beaudouin-Lafon, and Frédéric Bevilacqua. 2021. SonicHoop: Using Interactive Sonification to Support Aerial Hoop Practices. In Proceedings of the 2021 CHI Conference on Human Factors in Computing Systems (CHI '21). Association for Computing Machinery, New York, NY, USA, Article 738, 1–16. DOI:https://doi.org/10.1145/3411764.3445539 Best Paper Honorable Mention Award (Top 5%) PDF


Zhi Li, Maozheng Zhao, Yifan Wang, Sina Rashidian, Furqan Baig, Rui Liu, Wanyu Liu, Michel Beaudouin-Lafon, Brooke Ellison, Fusheng Wang, IV. Ramakrishnan, and Xiaojun Bi. 2021. "BayesGaze: A Bayesian Approach to Eye-Gaze Based Target Selection". In Proceedings of Graphics Interface 2021. 231–240. PDF


Vincent van Rheden, Thomas Grah, Alexander Meschtscherjakov, Rakesh Patibanda, Wanyu Liu, Florian Daiber, Elise van den Hoven, and Florian 'Floyd' Mueller. 2021. Out of Your Mind!? Embodied Interaction in Sports. In Extended Abstracts of the 2021 CHI Conference on Human Factors in Computing Systems (CHI EA '21). Association for Computing Machinery, New York, NY, USA, Article 79, 1–5. DOI:https://doi.org/10.1145/3411763.3441329 PDF


m.c. schraefel, Josh Andrés, Aaron Tabor, Scott Bateman, Wanyu Liu, Mike Jones, Kai Kunze, Elizabeth Murnane, and Steeven Villa. 2021. Body As Starting Point 4: Inbodied Interaction Design for Health Ownership. In Extended Abstracts of the 2021 CHI Conference on Human Factors in Computing Systems (CHI EA '21). Association for Computing Machinery, New York, NY, USA, Article 85, 1–5. DOI:https://doi.org/10.1145/3411763.3441335 PDF

2020

Diemo Schwarz, Wanyu Liu, and Frédéric Bevilacqua. "A Survey on the Use of 2D Touch Interfaces for Musical Expression." 2020. In New Interfaces for Musical Expression (NIME). PDF


Baptiste Caramiaux, Jules Françoise, Wanyu Liu, Téo Sanchez, and Frédéric Bevilacqua. "Machine Learning Approaches For Motor Learning: A Short Review." Frontiers in Computer Science 2 (2020): 16. PDF HTML


Wanyu Liu, Julien Gori, Olivier Rioul, Michel Beaudouin-Lafon, and Yves Guiard. 2020. How Relevant is Hick's Law for HCI? In Proceedings of the 2020 CHI Conference on Human Factors in Computing Systems (CHI '20). Association for Computing Machinery, New York, NY, USA, 1–11. DOI:https://doi.org/10.1145/3313831.3376878 PDF

2019

Hugo Scurto, Wanyu Liu, Benjamin Matuszewski, Frédéric Bevilacqua, Jean-Louis Frechin, Uros Petrevski, and Norbert Schnell. 2019. Entrain: Encouraging Social Interaction in Collective Music Making. In ACM SIGGRAPH 2019 Studio (SIGGRAPH '19). Association for Computing Machinery, New York, NY, USA, Article 5, 1–2. DOI:https://doi.org/10.1145/3306306.3328004 PDF


Wanyu Liu, Antti Oulasvirta, Olivier Rioul, Michel Beaudouin-Lafon and Yves Guiard. 2019. Information Theory: An Analysis and Design Tool for HCI. CHI'19 Workshop on Computational Modeling in Human-Computer Interaction, Glasgow, UK, May 4-9, 2019. PDF

2018

Wanyu Liu, Olivier Rioul, Joanna McGrenere, Wendy E. Mackay, and Michel Beaudouin-Lafon. 2018. BIGFile: Bayesian Information Gain for Fast File Retrieval. In Proceedings of the 2018 CHI Conference on Human Factors in Computing Systems (CHI '18). Association for Computing Machinery, New York, NY, USA, Paper 385, 1–13. DOI:https://doi.org/10.1145/3173574.3173959 Best Paper Honorable Mention Award (Top 5%) PDF

2017

Wanyu Liu, Rafael Lucas D'Oliveira, Michel Beaudouin-Lafon, and Olivier Rioul. 2017. BIGnav: Bayesian Information Gain for Guiding Multiscale Navigation. In Proceedings of the 2017 CHI Conference on Human Factors in Computing Systems (CHI '17). Association for Computing Machinery, New York, NY, USA, 5869–5880. DOI:https://doi.org/10.1145/3025453.3025524 Best Paper Award (Top 1%) PDF


Wanyu Liu, Olivier Rioul, Michel Beaudouin-Lafon, and Yves Guiard. "Information-Theoretic Analysis of Human Performance for Command Selection." In IFIP Conference on Human-Computer Interaction, pp. 515-524. Springer, Cham, 2017. PDF


Wanyu Liu, Gilles Bailly, and Andrew Howes. 2017. Effects of Frequency Distribution on Linear Menu Performance. In Proceedings of the 2017 CHI Conference on Human Factors in Computing Systems (CHI '17). Association for Computing Machinery, New York, NY, USA, 1307–1312. DOI:https://doi.org/10.1145/3025453.3025707 PDF


Wanyu Liu, Rafael Lucas D'Oliveira, Michel Beaudouin-Lafon, and Olivier Rioul. 2017. A Bayesian Experimental Design Approach Maximizing Information Gain for Human-Computer Interaction. In IEEE Information Theory and Applications Workshop (ITA 2017), San Diego, USA, Feburary 12-17, 2017. PDF

2016

Zilu Liang, Bernd Ploderer, Wanyu Liu, Yukiko Nagata, James Bailey, Lars Kulik, and Yuxuan Li. 2016. SleepExplorer: a visualization tool to make sense of correlations between personal sleep data and contextual factors. Personal Ubiquitous Comput. 20, 6 (November 2016), 985–1000. DOI:https://doi.org/10.1007/s00779-016-0960-6 PDF


Zilu Liang, Bernd Ploderer, Wanyu Liu, Yukiko Nagata, James Bailey, Lars Kulik, and Yuxuan Li. 2016. Designing Intelligent Sleep Analysis Systems for Automated Contextual Exploration on Personal Sleep-Tracking Data. In New Frontiers in Artificial Intelligence. Berlin: Springer. 13 pages, 2017 PDF

2015

Zilu Liang, Wanyu Liu, Bernd Ploderer, Yukiko Nagata, James Bailey, Lars Kulik, and Yuxuan Li. 2015. Making Sense of Personal Sleep-Tracking Data through Automated Correlation Analysis and Visualization of Sleep Data. In HAT-MASH 2015 (Healthy Aging Tech mashup service, data and people), 8 pages, Kanagawa, Japan, November 16-17, 2015


Wanyu Liu, Bernd Ploderer, and Thuong Hoang. 2015. In Bed with Technology: Challenges and Opportunities for Sleep Tracking. In Proceedings of the Annual Meeting of the Australian Special Interest Group for Computer Human Interaction (OzCHI '15). Association for Computing Machinery, New York, NY, USA, 142–151. DOI:https://doi.org/10.1145/2838739.2838742 PDF


Thesis


Wanyu Liu. Information Theory as a Unified Tool for Understanding and Designing Human-Computer Interaction. 2018. Ph.D. Thesis. Télécom ParisTech. PDF

Wanyu Liu. Sleep with Technology: Challenges and Opportunities for Sleep Tracking. 2015. Master Thesis. University of Melbourne. PDF