Papers

@inproceedings{shin2025,

title = {No Evidence for LLMs Being Useful in Problem Reframing},

author = {Joongi Shin and Anna Polyanskaya and Andres Lucero and Antti Oulasvirta},

url = {https://joongishin.github.io/problemReframing_llm/},

year  = {2025},

date = {2025-01-01},

booktitle = {Proceedings of the 2025 CHI Conference on Human Factors in Computing Systems},

publisher = {Association for Computing Machinery},

address = {New York, NY, USA},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{shi2025chartist,

title = {Chartist: Task-driven Eye Movement Control for Chart Reading},

url = {https://chart-reading.github.io/},

year  = {2025},

date = {2025-01-01},

booktitle = {Proceedings of the 2025 CHI Conference on Human Factors in Computing Systems},

publisher = {Association for Computing Machinery},

address = {New York, NY, USA},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{shi2025simulating,

title = {Simulating Errors in Touchscreen Typing},

author = {Danqing Shi and Yujun Zhu and Francisco Erivaldo Fernandes Junior and Shumin Zhai and Antti Oulasvirta},

url = {https://typoist.github.io/},

year  = {2025},

date = {2025-01-01},

booktitle = {Proceedings of the 2025 CHI Conference on Human Factors in Computing Systems},

publisher = {Association for Computing Machinery},

address = {New York, NY, USA},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{shi2024understanding,

title = {Understanding and Automating Graphical Annotations on Animated Scatterplots},

author = {Danqing Shi and Antti Oulasvirta and Tino Weinkauf and Nan Cao},

url = {https://sdq.github.io/papers/2024_PVIS_AnnotatedChart.pdf},

year  = {2024},

date = {2024-01-01},

booktitle = {2024 IEEE 17th Pacific Visualization Conference (PacificVis)},

organization = {IEEE},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{10.1145/3613904.3642071,

title = {A Meta-Bayesian Approach for Rapid Online Parametric Optimization for Wrist-based Interactions},

author = {Yi-Chi Liao and Ruta Desai and Alec Pierce and Krista Taylor and Hrvoje Benko and Tanya Jonker and Aakar Gupta},

url = {https://doi.org/10.1145/3613904.3642071},

doi = {10.1145/3613904.3642071},

isbn = {979-8-4007-0330-0/24/05},

year  = {2024},

date = {2024-01-01},

booktitle = {Proceedings of the 2024 CHI Conference on Human Factors in Computing Systems},

publisher = {Association for Computing Machinery},

address = {Honolulu, HI, USA},

series = {CHI '24},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{hegemann2024palette,

title = {Palette, Purpose, Prototype: The Three Ps of Color Design and How Designers Navigate Them},

author = {Lena Hegemann and Antti Oulasvirta},

url = {https://doi.org/10.1145/3613904.3641976},

doi = {10.1145/3613904.3641976},

year  = {2024},

date = {2024-01-01},

booktitle = {Proceedings of the 2024 CHI Conference on Human Factors in Computing Systems},

publisher = {Association for Computing Machinery},

address = {Honolulu, HI, USA},

series = {CHI '24},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{bai2024heads,

title = {Heads-Up Multitasker: Simulating Attention Switching On Optical Head-Mounted Displays},

author = {Yunpeng Bai and Aleksi Ikkala and Antti Oulasvirta and Shengdong Zhao and Lucia J Wang and Pengzhi Yang and Peisen Xu},

url = {https://dl.acm.org/doi/10.1145/3613904.3642540},

year  = {2024},

date = {2024-01-01},

booktitle = {Proceedings of the 2024 CHI Conference on Human Factors in Computing Systems},

address = {Honolulu, HI, USA},

series = {CHI '24},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{jiang2024graph4gui,

title = {Graph4GUI: Graph Neural Networks for Representing Graphical User Interfaces},

author = {Yue Jiang and Changkong Zhou and Vikas Garg and Antti Oulasvirta},

url = {https://doi.org/10.1145/3613904.3642822},

doi = {10.1145/3613904.3642822},

year  = {2024},

date = {2024-01-01},

booktitle = {Proceedings of the 2024 CHI Conference on Human Factors in Computing Systems},

publisher = {Association for Computing Machinery},

address = {Honolulu, USA},

series = {CHI '24},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{lingler2024,

title = {Supporting Task Switching with Reinforcement Learning},

author = {Alexandr Lingler and Dinara Talypova and Jussi Jokinen and Antti Oulasvirta and Philipp Wintersberger},

url = {https://dl.acm.org/doi/pdf/10.1145/3613904.3642063},

year  = {2024},

date = {2024-01-01},

booktitle = {Proceedings of the 2024 CHI Conference on Human Factors in Computing Systems},

publisher = {Association for Computing Machinery},

address = {Honolulu, Hi, USA},

series = {CHI '24},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{moon2024real,

title = {Real-time 3D Target Inference via Biomechanical Simulation},

author = {Hee-Seung Moon and Yi-Chi Liao and Chenyu Li and Byungjoo Lee and Antti Oulasvirta},

url = {https://hsmoon121.github.io/projects/chi24-target-inference},

doi = {10.1145/3613904.3642131},

year  = {2024},

date = {2024-01-01},

booktitle = {Proceedings of the 2024 CHI Conference on Human Factors in Computing Systems},

publisher = {Association for Computing Machinery},

address = {Honolulu, Hi, USA},

series = {CHI '24},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{shi2024crtypist,

title = {CRTypist: Simulating Touchscreen Typing Behavior via Computational Rationality},

author = {Danqing Shi and Yujun Zhu and Jussi PP Jokinen and Aditya Acharya and Aini Putkonen and Shumin Zhai and Antti Oulasvirta},

url = {https://crtypist.github.io},

year  = {2024},

date = {2024-01-01},

booktitle = {Proceedings of the 2024 CHI Conference on Human Factors in Computing Systems},

publisher = {Association for Computing Machinery},

address = {Honolulu, Hi, USA},

series = {CHI '24},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{shi2024interactive,

title = {Interactive Reward Tuning: Interactive Visualization for Preference Elicitation},

author = {Danqing Shi and Shibei Zhu and Tino Weinkauf and Antti Oulasvirta},

url = {https://sdq.github.io/rewardvis},

year  = {2024},

date = {2024-01-01},

booktitle = {2024 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS)},

organization = {IEEE},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{eyeformer,

title = {EyeFormer: Predicting Personalized Scanpaths with Transformer-Guided Reinforcement Learning},

author = {Yue Jiang and Zixin Guo and Hamed Rezazadegan Tavakoli and Luis A. Leiva and Antti Oulasvirta},

url = {https://doi.org/10.1145/3654777.3676436},

doi = {10.1145/3654777.3676436},

isbn = {9798400706288},

year  = {2024},

date = {2024-01-01},

booktitle = {Proceedings of the 37th Annual ACM Symposium on User Interface Software and Technology},

publisher = {Association for Computing Machinery},

address = {Pittsburgh, PA, USA},

series = {UIST '24},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{10.1145/3654777.3676452,

title = {SIM2VR: Towards Automated Biomechanical Testing in VR},

author = {Florian Fischer and Aleksi Ikkala and Markus Klar and Arthur Fleig and Miroslav Bachinski and Roderick Murray-Smith and Perttu Hämäläinen and Antti Oulasvirta and Jörg Müller},

url = {https://doi.org/10.1145/3654777.3676452},

doi = {10.1145/3654777.3676452},

isbn = {9798400706288},

year  = {2024},

date = {2024-01-01},

booktitle = {Proceedings of the 37th Annual ACM Symposium on User Interface Software and Technology},

publisher = {Association for Computing Machinery},

address = {Pittsburgh, PA, USA},

series = {UIST '24},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{moon2023amortized,

title = {Amortized inference with user simulations},

author = {Hee-Seung Moon and Antti Oulasvirta and Byungjoo Lee},

url = {https://hsmoon121.github.io/projects/chi23-amortized-inference},

doi = {10.1145/3544548.3581439},

year  = {2023},

date = {2023-01-01},

booktitle = {Proceedings of the 2023 CHI Conference on Human Factors in Computing Systems},

publisher = {Association for Computing Machinery},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{li2023menuselection,

title = {Modeling Touch-based Menu Selection Performance of Blind Users via Reinforcement Learning},

author = {Zhi Li and Yu-Jung Ko and Aini Putkonen and Shirin Feiz and Vikas Ashok and IV Ramakrishnan and Antti Oulasvirta and Xiaojun Bi},

url = {https://doi.org/10.1145/3544548.3580640},

doi = {10.1145/3544548.3580640},

year  = {2023},

date = {2023-01-01},

booktitle = {Proceedings of the 2023 CHI Conference on Human Factors in Computing Systems},

publisher = {Association for Computing Machinery},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{putkonen2023browsing,

title = {Fragmented Visual Attention in Web Browsing: Weibull Analysis of Item Visit Times},

author = {Aini Putkonen and Aurélien Nioche and Markku Laine and Crista Kuuramo and Antti Oulasvirta},

editor = {Jaap Kamps and Lorraine Goeuriot and Fabio Crestani and Maria Maistro and Hideo Joho and Brian Davis and Cathal Gurrin and Udo Kruschwitz and Annalina Caputo},

url = {https://userinterfaces.aalto.fi/browsing/},

doi = {10.1007/978-3-031-28238-6_5},

year  = {2023},

date = {2023-01-01},

booktitle = {Advances in Information Retrieval, ECIR 2023},

publisher = {Springer International Publishing},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{jiang2023ueyes,

title = {UEyes: Understanding Visual Saliency across User Interface Types},

author = {Yue Jiang and Luis A. Leiva and Paul R. B. Houssel and Hamed R. Tavakoli and Julia Kylmälä and Antti Oulasvirta},

url = {https://yuejiang-nj.github.io/Publications/2023CHI_UEyes/project_page/main.html},

doi = {10.1145/3544548.3581096},

isbn = {9781450394215},

year  = {2023},

date = {2023-01-01},

booktitle = {Proceedings of the 2023 CHI Conference on Human Factors in Computing Systems},

publisher = {Association for Computing Machinery},

address = {Hamburg, Germany},

series = {CHI '23},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{hegemann2023cocolor,

title = {CoColor: Interactive Exploration of Color Designs},

author = {Lena Hegemann and Niraj Ramesh Dayama and Abhishek Iyer and Erfan Farhadi and Ekaterina Marchenko and Antti Oulasvirta},

url = {https://userinterfaces.aalto.fi/cocolor},

doi = {10.1145/3581641.3584089},

isbn = {979-8-4007-0106-1/23/03},

year  = {2023},

date = {2023-01-01},

booktitle = {Proceedings of the 28th International Conference on Intelligent User Interfaces},

publisher = {Association for Computing Machinery},

address = {Sydney, NSW, Australia},

series = {IUI '23},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{chandramouliumap,

title = {Interactive Personalization of Classifiers for Explainability Using Multi-Objective Bayesian Optimization},

author = {Suyog Chandramouli and Yifan Zhu and Antti Oulasvirta},

url = {https://doi.org/10.1145/3565472.3592956},

year  = {2023},

date = {2023-01-01},

booktitle = {Proceedings of the 31st ACM Conference on User Modeling, Adaptation and Personalization},

pages = {34-45},

publisher = {Association for Computing Machinery},

address = {New York, NY, USA},

series = {UMAP '23},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{kunwar2022robust,

title = {Robust and Deployable Gesture Recognition for Smartwatches},

author = {Utkarsh Kunwar and Sheetal Borar and Moritz Berghofer and Julia Kylmälä and Ilhan Aslan and Luis A Leiva and Antti Oulasvirta},

url = {https://orbilu.uni.lu/bitstream/10993/50487/1/robust-recognition-smartwatch.pdf},

year  = {2022},

date = {2022-01-01},

booktitle = {Proceedings of the ACM Conference on Intelligent User Interfaces (IUI)},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{oulasvirta2022computational,

title = {Computational Rationality as a Theory of Interaction},

author = {Antti Oulasvirta and Jussi Jokinen and Andrew Howes},

url = {https://dl.acm.org/doi/10.1145/3491102.3517739},

year  = {2022},

date = {2022-01-01},

booktitle = {Proceedings of the 2022 CHI Conference on Human Factors in Computing Systems (CHI'22)},

pages = {1–14},

publisher = {ACM},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{liao2021rediscovering,

title = {Rediscovering Affordance: A Reinforcement Learning Perspective},

author = {Yi-Chi Liao and Kashyap Todi and Aditya Acharya and Antti Keurulainen and Andrew Howes and Antti Oulasvirta},

url = {https://userinterfaces.aalto.fi/affordance/},

year  = {2022},

date = {2022-01-01},

booktitle = {Proceedings of the 2022 CHI Conference on Human Factors in Computing Systems (CHI'22)},

pages = {1–14},

publisher = {ACM},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{investigating2022,

title = {Investigating Positive and Negative Qualities of Human-in-the-Loop Optimization for Designing Interaction Techniques},

author = {Liwei Chan and Yi-Chi Liao and George Mo and John Dudley and Chun-Lien Cheng and Per Ola Kristensson and Antti Oulasvirta},

url = {https://userinterfaces.aalto.fi/dit/},

year  = {2022},

date = {2022-01-01},

booktitle = {Proceedings of the 2022 CHI Conference on Human Factors in Computing Systems (CHI'22)},

publisher = {ACM},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{putkonen2022suitable,

title = {How Suitable Is Your Naturalistic Dataset for Theory-based User Modeling?},

author = {Aini Putkonen and Aurélien Nioche and Ville Tanskanen and Arto Klami and Antti Oulasvirta},

url = {https://dl.acm.org/doi/10.1145/3503252.3531322},

year  = {2022},

date = {2022-01-01},

booktitle = {Proceedings of the 30th ACM Conference on User Modeling, Adaptation and Personalization},

pages = {179–190},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{10.1145/3526113.3545651,

title = {AUIT – the Adaptive User Interfaces Toolkit for Designing XR Applications},

author = {João Marcelo Evangelista Belo and Mathias N. Lystbæk and Anna Maria Feit and Ken Pfeuffer and Peter Kán and Antti Oulasvirta and Kaj Grønbæk},

url = {https://doi.org/10.1145/3526113.3545651},

doi = {10.1145/3526113.3545651},

isbn = {9781450393201},

year  = {2022},

date = {2022-01-01},

booktitle = {Proceedings of the 35th Annual ACM Symposium on User Interface Software and Technology},

publisher = {Association for Computing Machinery},

address = {Bend, OR, USA},

series = {UIST '22},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{10.1145/3526113.3545671,

title = {Chatbots Facilitating Consensus-Building in Asynchronous Co-Design},

author = {Joongi Shin and Michael A. Hedderich and AndréS Lucero and Antti Oulasvirta},

url = {https://doi.org/10.1145/3526113.3545671},

doi = {10.1145/3526113.3545671},

isbn = {9781450393201},

year  = {2022},

date = {2022-01-01},

booktitle = {Proceedings of the 35th Annual ACM Symposium on User Interface Software and Technology},

publisher = {Association for Computing Machinery},

address = {Bend, OR, USA},

series = {UIST '22},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{10.1145/3526113.3545689,

title = {Breathing Life Into Biomechanical User Models},

author = {Aleksi Ikkala and Florian Fischer and Markus Klar and Miroslav Bachinski and Arthur Fleig and Andrew Howes and Perttu Hämäläinen and Jörg Müller and Roderick Murray-Smith and Antti Oulasvirta},

url = {https://doi.org/10.1145/3526113.3545689},

doi = {10.1145/3526113.3545689},

isbn = {9781450393201},

year  = {2022},

date = {2022-01-01},

publisher = {Association for Computing Machinery},

address = {New York, NY, USA},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{nioche2021improving,

title = {Improving Artificial Teachers by Considering how People Learn and Forget},

author = {Aurelien Nioche and Pierre-Alexandre Murena and Carlos Torre-Ortiz and Antti Oulasvirta},

url = {https://userinterfaces.aalto.fi/improving-artificial-teachers/},

year  = {2021},

date = {2021-01-01},

booktitle = {Proceedings of the 26th International Conference on Intelligent User Interfaces (IUI'21)},

publisher = {ACM},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{dayama2021interactive,

title = {Interactive Layout Transfer},

author = {Niraj Dayama and Simo Santala and Lukas Brueckner and Kashyap Todi and Jingzhou Du and Antti Oulasvirta},

url = {https://dl.acm.org/doi/abs/10.1145/3397481.3450652},

year  = {2021},

date = {2021-01-01},

booktitle = {Proceedings of the 26th International Conference on Intelligent User Interfaces (IUI'21)},

publisher = {ACM},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{chen2021an,

title = {An Adaptive Model of Gaze-based Selection},

author = {Xiuli Chen and Aditya Acharya and Antti Oulasvirta and Andrew Howes},

url = {https://dl.acm.org/doi/abs/10.1145/3411764.3445177},

year  = {2021},

date = {2021-01-01},

booktitle = {Proceedings of the 2021 CHI Conference on Human Factors in Computing Systems (CHI '21)},

publisher = {ACM},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{jokinen2021touchscreen,

title = {Touchscreen Typing as Optimal Supervisory Control},

author = {Jussi Jokinen and Aditya Acharya and Mohammad Uzair and Xinhui Jiang and Antti Oulasvirta},

url = {https://userinterfaces.aalto.fi/touchscreen-typing/},

year  = {2021},

date = {2021-01-01},

booktitle = {Proceedings of the 2021 CHI Conference on Human Factors in Computing Systems (CHI '21)},

publisher = {ACM},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{todi2021adapting,

title = {Adapting User Interfaces with Model-based Reinforcement Learning},

author = {Kashyap Todi and Gilles Bailly and Luis Leiva and Antti Oulasvirta},

url = {https://userinterfaces.aalto.fi/adaptive/},

year  = {2021},

date = {2021-01-01},

booktitle = {Proceedings of the 2021 CHI Conference on Human Factors in Computing Systems (CHI '21)},

publisher = {ACM},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{todi2021conversations,

title = {Conversations with GUIs},

author = {Kashyap Todi and Luis A Leiva and Daniel Buschek and Antti Oulasvirta},

url = {https://userinterfaces.aalto.fi/hey_gui},

year  = {2021},

date = {2021-01-01},

booktitle = {Proceedings of the ACM Conference on Designing Interactive Systems (DIS)},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{freire2021inverse,

title = {Inverse Foraging: Inferring Users' Interest in Pervasive Displays},

author = {Maria Freire and Antti Oulasvirta and Mario Di Francesco},

url = {https://users.aalto.fi/~difram1/documents/inverse-foraging-displays.pdf},

year  = {2021},

date = {2021-01-01},

booktitle = {Proceedings of the ACM IMWUT},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{jiang2020how,

title = {How We Type: Eye and Finger Movement Strategies in Mobile Typing},

author = {Xinhui Jiang and Jussi Jokinen and VietBa Hirvola and Antti Oulasvirta and Xiangshi Ren},

url = {https://userinterfaces.aalto.fi/how-we-type-mobile/},

year  = {2020},

date = {2020-01-01},

booktitle = {Proceedings of the 2020 CHI Conference on Human Factors in Computing Systems (CHI '20)},

publisher = {ACM},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{liao2020button,

title = {Button Simulation and Design via FDVV Models},

author = {Yi-Chi Liao and Sunjun Kim and Byungjoo Lee and Antti Oulasvirta},

url = {https://userinterfaces.aalto.fi/button-design/},

year  = {2020},

date = {2020-01-01},

booktitle = {Proceedings of the 2020 CHI Conference on Human Factors in Computing Systems (CHI '20)},

publisher = {ACM},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{li2020swap,

title = {Swap: A Replacement-based Text Revision Technique for Mobile Devices},

author = {Yang Li and Sayan Sarcar and Sunjun Kim and Xiangshi Ren},

url = {http://users.comnet.aalto.fi/oulasvir/pubs/CHI2020-Li-swap.pdf},

year  = {2020},

date = {2020-01-01},

booktitle = {Proceedings of the 2020 CHI Conference on Human Factors in Computing Systems (CHI '20)},

publisher = {ACM},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{lee2020autogain,

title = {AutoGain: Gain Function Adaptation with Submovement Efficiency Optimization},

author = {Byungjoo Lee and Mathieu Nancel and Sunjun Kim and Antti Oulasvirta},

url = {http://users.comnet.aalto.fi/oulasvir/pubs/CHI2020-Lee-AutoGain.pdf},

year  = {2020},

date = {2020-01-01},

booktitle = {Proceedings of the 2020 CHI Conference on Human Factors in Computing Systems (CHI '20)},

publisher = {ACM},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{kim2020optimal,

title = {Optimal Sensor Position for a Computer Mouse},

author = {Sunjun Kim and Byungjoo Lee and Thomas vanGemert and Antti Oulasvirta},

url = {https://userinterfaces.aalto.fi/mouse_sensor_position/},

year  = {2020},

date = {2020-01-01},

booktitle = {Proceedings of the 2020 CHI Conference on Human Factors in Computing Systems (CHI '20)},

publisher = {ACM},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{dayama2020grids,

title = {GRIDS: Interactive Layout Design with Integer Programming},

author = {Niraj Dayama and Kashyap Todi and Taru Saarelainen and Antti Oulasvirta},

url = {https://userinterfaces.aalto.fi/grids/},

year  = {2020},

date = {2020-01-01},

booktitle = {Proceedings of the 2020 CHI Conference on Human Factors in Computing Systems (CHI '20)},

publisher = {ACM},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{leiva20_enrico,

title = {Enrico: A High-quality Dataset for Topic Modeling of Mobile UI Designs},

author = {Luis A. Leiva and Asutosh Hota and Antti Oulasvirta},

url = {https://userinterfaces.aalto.fi/enrico/},

doi = {10.1145/3406324.3410710},

year  = {2020},

date = {2020-01-01},

booktitle = {Proceedings of the 22nd International Conference on Human-Computer Interaction with Mobile Devices and Services Adjunct},

series = {MobileHCI'20},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{colella2020human,

title = {Human Strategic Steering Improves Performance of Interactive Optimization},

author = {Fabio Colella and Pedram Daee and Jussi Jokinen and Antti Oulasvirta and Samuel Kaski},

url = {https://arxiv.org/pdf/2005.01291},

year  = {2020},

date = {2020-01-01},

booktitle = {Proc. UMAP'20},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{SemanticCollage,

title = {SemanticCollage: Enriching Digital Mood Board Design with Semantic Labels},

author = {Janin Koch and Nicolas Taffin and Andrés Lucero and Wendy Mackay},

url = {https://userinterfaces.aalto.fi/wp-content/uploads/DIS_2020_SemanticCollage-1.pdf},

doi = {10.1145/3357236.3395494},

year  = {2020},

date = {2020-01-01},

booktitle = {Proceedings of the Designing Interactive Systems Conference 2020 (DIS '20)},

organization = {ACM},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{Arapakis20_mtdl,

title = {Learning Efficient Representations of Mouse Movements to Predict User Attention},

author = {Ioannis Arapakis and Luis A. Leiva},

url = {https://arxiv.org/pdf/2006.01644},

doi = {10.1145/3397271.3401031},

year  = {2020},

date = {2020-01-01},

booktitle = {Proc. SIGIR},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{Leiva20_saliency,

title = {Understanding Visual Saliency in Mobile User Interfaces},

author = {Luis A. Leiva and Yunfei Xue and Avya Bansal and Hamed R. Tavakoli and Tuğçe Köroğlu and Jingzhou Du and Niraj R. Dayama and Antti Oulasvirta},

url = {https://userinterfaces.aalto.fi/mobile-saliency/},

doi = {10.1145/3379503.3403557},

year  = {2020},

date = {2020-01-01},

booktitle = {Proc. MobileHCI},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{laine2020,

title = {Layout as a Service (LaaS): A Service Platform for Self-Optimizing Web Layouts},

author = {Markku Laine and Ai Nakajima and Niraj Dayama and Antti Oulasvirta},

url = {https://userinterfaces.aalto.fi/laas/},

year  = {2020},

date = {2020-01-01},

booktitle = {Proc. ICWE'20},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{Bruckner20_abandonment,

title = {Query Abandonment Prediction with Deep Learning Models of Mouse Cursor Movements},

author = {Lukas Brückner and Ioannis Arapakis and Luis A. Leiva},

doi = {10.1145/3340531.3412126},

year  = {2020},

date = {2020-01-01},

booktitle = {Proc. CIKM},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{s.20201058,

title = {Fast Design Space Rendering of Scatterplots},

author = {Simo Santala and Antti Oulasvirta and Tino Weinkauf},

editor = {Andreas Kerren and Christoph Garth and G. Elisabeta Marai},

doi = {10.2312/evs.20201058},

isbn = {978-3-03868-106-9},

year  = {2020},

date = {2020-01-01},

booktitle = {EuroVis 2020 - Short Papers},

publisher = {The Eurographics Association},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{koch2019may,

title = {May AI?: Design Ideation with Cooperative Contextual Bandits},

author = {Janin Koch and Andrés Lucero and Lena Hegemann and Antti Oulasvirta},

url = {https://userinterfaces.aalto.fi/ccb/},

year  = {2019},

date = {2019-01-01},

booktitle = {Proceedings of the 2019 CHI Conference on Human Factors in Computing Systems},

pages = {633},

organization = {ACM},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{gobert2019sam,

title = {SAM: self-adapting menus on the web},

author = {Camille Gobert and Kashyap Todi and Gilles Bailly and Antti Oulasvirta},

url = {https://www.kashyaptodi.com/sam/},

year  = {2019},

date = {2019-01-01},

booktitle = {Proceedings of the 24th International Conference on Intelligent User Interfaces: Companion},

pages = {75–76},

organization = {ACM},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{racca2019teacher,

title = {Teacher-Aware Active Robot Learning},

author = {Mattia Racca and Antti Oulasvirta and Ville Kyrki},

url = {http://users.comnet.aalto.fi/oulasvir/pubs/fp1031.pdf},

year  = {2019},

date = {2019-01-01},

booktitle = {2019 14th ACM/IEEE International Conference on Human-Robot Interaction (HRI)},

pages = {335–343},

organization = {IEEE},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{leino2019rl,

title = {RL-KLM: automating keystroke-level modeling with reinforcement learning},

author = {Katri Leino and Antti Oulasvirta and Mikko Kurimo},

url = {https://dl.acm.org/doi/pdf/10.1145/3301275.3302285},

year  = {2019},

date = {2019-01-01},

booktitle = {24rd International Conference on Intelligent User Interfaces},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}