All Stories

  1. Integrating Multi-Source Feedback in Computational Design

    Article • ACM Transactions on Interactive Intelligent Systems, September 2026, ACM (Association for Computing Machinery)

    Professor Antti Oulasvirta

  2. Putting the Human Back in the Loop: A Review of Interactive Bayesian Optimization

    Article • ACM Computing Surveys, August 2026, ACM (Association for Computing Machinery)

    Professor Antti Oulasvirta

  3. Rethinking HCI Education for the Era of AI

    Article • interactions, December 2025, ACM (Association for Computing Machinery)

    Professor Antti Oulasvirta

  4. WigglyEyes : Inferring Eye Movements from Keypress Data

    Article • October 2025, ACM (Association for Computing Machinery)

    Professor Antti Oulasvirta

  5. EyeFormer: Predicting Personalized Scanpaths with Transformer-Guided Reinforcement Learning

    Article • October 2024, ACM (Association for Computing Machinery)

    Professor Antti Oulasvirta

  6. SIM2VR: Towards Automated Biomechanical Testing in VR

    Article • October 2024, ACM (Association for Computing Machinery)

    Professor Antti Oulasvirta, Florian Fischer

  7. Understanding Human-AI Workflows for Generating Personas

    Article • July 2024, ACM (Association for Computing Machinery)

    Professor Antti Oulasvirta

  8. Real-time 3D Target Inference via Biomechanical Simulation

    Article • May 2024, ACM (Association for Computing Machinery)

    Professor Antti Oulasvirta

  9. Heads-Up Multitasker: Simulating Attention Switching On Optical Head-Mounted Displays

    Article • May 2024, ACM (Association for Computing Machinery)

    Professor Antti Oulasvirta

  10. CRTypist: Simulating Touchscreen Typing Behavior via Computational Rationality

    Article • May 2024, ACM (Association for Computing Machinery)

    Professor Antti Oulasvirta

  11. Supporting Task Switching with Reinforcement Learning

    Article • May 2024, ACM (Association for Computing Machinery)

    Professor Antti Oulasvirta

  12. Graph4GUI: Graph Neural Networks for Representing Graphical User Interfaces

    Article • May 2024, ACM (Association for Computing Machinery)

    Professor Antti Oulasvirta

  13. Palette, Purpose, Prototype: The Three Ps of Color Design and How Designers Navigate Them

    Article • May 2024, ACM (Association for Computing Machinery)

    Professor Antti Oulasvirta

  14. Transforming HCI Research Cycles using Generative AI and “Large Whatever Models” (LWMs)

    Article • May 2024, ACM (Association for Computing Machinery)

    Giulia Barbareschi, Fiona Draxler, Professor Antti Oulasvirta, Anicia Peters, Elizabeth Churchill, Jie Li

  15. Cognitive Modeling: From GOMS to Deep Reinforcement Learning

    Article • May 2024, ACM (Association for Computing Machinery)

    Professor Antti Oulasvirta

  16. Cooperative Multi-Objective Bayesian Design Optimization

    Article • ACM Transactions on Interactive Intelligent Systems, April 2024, ACM (Association for Computing Machinery)

    Professor Antti Oulasvirta

  17. DesignQuizzer: A Community-Powered Conversational Agent for Learning Visual Design

    Article • Proceedings of the ACM on Human-Computer Interaction, April 2024, ACM (Association for Computing Machinery)

    Professor Antti Oulasvirta

  18. Interactive Personalization of Classifiers for Explainability using Multi-Objective Bayesian Optimization

    Article • June 2023, ACM (Association for Computing Machinery)

    Professor Antti Oulasvirta

  19. CHI Course: Introduction to HCI

    Article • April 2023, ACM (Association for Computing Machinery)

    Professor Antti Oulasvirta

  20. Cognitive Modelling: From GOMS to Deep Reinforcement Learning

    Article • April 2023, ACM (Association for Computing Machinery)

    Professor Antti Oulasvirta

  21. Modeling Touch-based Menu Selection Performance of Blind Users via Reinforcement Learning

    Article • April 2023, ACM (Association for Computing Machinery)

    Professor Antti Oulasvirta

  22. Amortized Inference with User Simulations

    Article • April 2023, ACM (Association for Computing Machinery)

    Professor Antti Oulasvirta

  23. UEyes: Understanding Visual Saliency across User Interface Types

    Article • April 2023, ACM (Association for Computing Machinery)

    Professor Antti Oulasvirta

  24. Computational Assistance for User Interface Design: Smarter Generation and Evaluation of Design Ideas

    Article • April 2023, ACM (Association for Computing Machinery)

    Professor Antti Oulasvirta

  25. CoColor: Interactive Exploration of Color Designs

    Article • March 2023, ACM (Association for Computing Machinery)

    Professor Antti Oulasvirta

  26. Describing UI Screenshots in Natural Language

    Article • ACM Transactions on Intelligent Systems and Technology, November 2022, ACM (Association for Computing Machinery)

    Professor Antti Oulasvirta

  27. AUIT – the Adaptive User Interfaces Toolkit for Designing XR Applications

    Article • October 2022, ACM (Association for Computing Machinery)

    Professor Antti Oulasvirta, Kaj Grønbæk

  28. How Suitable Is Your Naturalistic Dataset for Theory-based User Modeling?

    Article • July 2022, ACM (Association for Computing Machinery)

    Professor Antti Oulasvirta, Aurélien Nioche

  29. Computational Rationality as a Theory of Interaction

    Article • April 2022, ACM (Association for Computing Machinery)

    Professor Antti Oulasvirta

  30. Rediscovering Affordance: A Reinforcement Learning Perspective

    Article • April 2022, ACM (Association for Computing Machinery)

    Professor Antti Oulasvirta

  31. Investigating Positive and Negative Qualities of Human-in-the-Loop Optimization for Designing Interaction Techniques

    Article • April 2022, ACM (Association for Computing Machinery)

    Professor Antti Oulasvirta

  32. Cognitive Modelling: From GOMS to Deep Reinforcement Learning

    Article • April 2022, ACM (Association for Computing Machinery)

    Professor Antti Oulasvirta

  33. Robust and Deployable Gesture Recognition for Smartwatches

    Article • March 2022, ACM (Association for Computing Machinery)

    Professor Antti Oulasvirta, Utkarsh Kunwar

  34. Learning GUI Completions with User-defined Constraints

    Article • ACM Transactions on Interactive Intelligent Systems, March 2022, ACM (Association for Computing Machinery)

    Professor Antti Oulasvirta

  35. Modeling Gliding-based Target Selection for Blind Touchscreen Users

    Article • September 2021, ACM (Association for Computing Machinery)

    Professor Antti Oulasvirta

  36. How We Swipe: A Large-scale Shape-writing Dataset and Empirical Findings

    Article • September 2021, ACM (Association for Computing Machinery)

    Professor Antti Oulasvirta, Sunjun Kim

  37. Inverse Foraging

    Article • Proceedings of the ACM on Interactive Mobile Wearable and Ubiquitous Technologies, September 2021, ACM (Association for Computing Machinery)

    Professor Antti Oulasvirta

  38. Conversations with GUIs

    Article • June 2021, ACM (Association for Computing Machinery)

    Professor Antti Oulasvirta

  39. Responsive and Personalized Web Layouts with Integer Programming

    Article • Proceedings of the ACM on Human-Computer Interaction, May 2021, ACM (Association for Computing Machinery)

    Professor Antti Oulasvirta

  40. RL4HCI: Reinforcement Learning for Humans, Computers, and Interaction

    Article • May 2021, ACM (Association for Computing Machinery)

    Professor Antti Oulasvirta

  41. Touchscreen Typing As Optimal Supervisory Control

    Article • May 2021, ACM (Association for Computing Machinery)

    Professor Antti Oulasvirta

  42. Adapting User Interfaces with Model-based Reinforcement Learning

    Article • May 2021, ACM (Association for Computing Machinery)

    Professor Antti Oulasvirta

  43. An Adaptive Model of Gaze-based Selection

    Article • May 2021, ACM (Association for Computing Machinery)

    Professor Antti Oulasvirta

  44. Improving Artificial Teachers by Considering How People Learn and Forget

    Article • April 2021, ACM (Association for Computing Machinery)

    Professor Antti Oulasvirta, Aurélien Nioche

  45. Interactive Layout Transfer

    Article • April 2021, ACM (Association for Computing Machinery)

    jingzhou du, Professor Antti Oulasvirta

  46. Understanding Visual Saliency in Mobile User Interfaces

    Article • October 2020, ACM (Association for Computing Machinery)

    Professor Antti Oulasvirta, jingzhou du

  47. Human Strategic Steering Improves Performance of Interactive Optimization

    Article • July 2020, ACM (Association for Computing Machinery)

    Professor Antti Oulasvirta

  48. Press'Em: Simulating Varying Button Tactility via FDVV Models

    Article • April 2020, ACM (Association for Computing Machinery)

    Professor Antti Oulasvirta, Sunjun Kim

  49. GRIDS: Interactive Layout Design with Integer Programming

    Article • April 2020, ACM (Association for Computing Machinery)

    Professor Antti Oulasvirta

  50. Optimal Sensor Position for a Computer Mouse

    Article • April 2020, ACM (Association for Computing Machinery)

    Sunjun Kim, Professor Antti Oulasvirta

  51. How We Type: Eye and Finger Movement Strategies in Mobile Typing

    Article • April 2020, ACM (Association for Computing Machinery)

    Professor Antti Oulasvirta

  52. Button Simulation and Design via FDVV Models

    Article • April 2020, ACM (Association for Computing Machinery)

    Professor Antti Oulasvirta, Sunjun Kim

  53. AutoGain: Gain Function Adaptation with Submovement Efficiency Optimization

    Article • April 2020, ACM (Association for Computing Machinery)

    Sunjun Kim, Professor Antti Oulasvirta

  54. Cloud Gaming with Foveated Video Encoding

    Article • ACM Transactions on Multimedia Computing Communications and Applications, April 2020, ACM (Association for Computing Machinery)

    Professor Antti Oulasvirta

  55. Individualising Graphical Layouts with Predictive Visual Search Models

    Article • ACM Transactions on Interactive Intelligent Systems, January 2020, ACM (Association for Computing Machinery)

    Professor Antti Oulasvirta

  56. It's time to rediscover HCI models

    Article • interactions, June 2019, ACM (Association for Computing Machinery)

    Professor Antti Oulasvirta

  57. Exploring performance of thumb input for pointing and dragging tasks on mobile device

    Article • May 2019, ACM (Association for Computing Machinery)

    Professor Antti Oulasvirta

  58. May AI?

    Article • May 2019, ACM (Association for Computing Machinery)

    Professor Antti Oulasvirta

  59. Computer-supported form design using keystroke-level modeling with reinforcement learning

    Article • March 2019, ACM (Association for Computing Machinery)

    Professor Antti Oulasvirta

  60. One Button to Rule Them All

    Article • October 2018, ACM (Association for Computing Machinery)

    Sunjun Kim, Professor Antti Oulasvirta

  61. Aalto Interface Metrics (AIM)

    Article • October 2018, ACM (Association for Computing Machinery)

    Professor Antti Oulasvirta

  62. Observations on Typing from 136 Million Keystrokes

    Article • April 2018, ACM (Association for Computing Machinery)

    Professor Antti Oulasvirta

  63. Impact Activation Improves Rapid Button Pressing

    Article • April 2018, ACM (Association for Computing Machinery)

    Sunjun Kim, Professor Antti Oulasvirta

  64. Moving Target Selection

    Article • April 2018, ACM (Association for Computing Machinery)

    Professor Antti Oulasvirta, Sunjun Kim

  65. Approaching Engagement towards Human-Engaged Computing

    Article • April 2018, ACM (Association for Computing Machinery)

    Professor Antti Oulasvirta, Ann Light, Huatong Sun

  66. Designing Interactions for the Ageing Populations

    Article • April 2018, ACM (Association for Computing Machinery)

    Professor Antti Oulasvirta, William G. Chase Professor of Psychology Neil Charness

  67. AdaM

    Article • April 2018, ACM (Association for Computing Machinery)

    Professor Antti Oulasvirta

  68. Familiarisation

    Article • March 2018, ACM (Association for Computing Machinery)

    Professor Antti Oulasvirta

  69. Control Theoretic Models of Pointing

    Article • ACM Transactions on Computer-Human Interaction, August 2017, ACM (Association for Computing Machinery)

    Professor Antti Oulasvirta

  70. Designing Mobile Interactions for the Ageing Populations

    Article • May 2017, ACM (Association for Computing Machinery)

    Professor Antti Oulasvirta, William G. Chase Professor of Psychology Neil Charness

  71. What Is Interaction?

    Article • May 2017, ACM (Association for Computing Machinery)

    Professor Antti Oulasvirta

  72. Evaluation of Prototypes and the Problem of Possible Futures

    Article • May 2017, ACM (Association for Computing Machinery)

    Professor Antti Oulasvirta

  73. Inferring Cognitive Models from Data using Approximate Bayesian Computation

    Article • May 2017, ACM (Association for Computing Machinery)

    Professor Antti Oulasvirta

  74. Modelling Learning of New Keyboard Layouts

    Article • May 2017, ACM (Association for Computing Machinery)

    Professor Antti Oulasvirta

  75. WatchSense

    Article • May 2017, ACM (Association for Computing Machinery)

    Professor Antti Oulasvirta

  76. User Interface Design with Combinatorial Optimization

    Article • Computer, January 2017, Institute of Electrical & Electronics Engineers (IEEE)

    Professor Antti Oulasvirta

  77. Towards Ability-Based Optimization for Aging Users

    Article • October 2016, ACM (Association for Computing Machinery)

    Professor Antti Oulasvirta

  78. Nine questions for HCI researchers in the making

    Article • interactions, June 2016, ACM (Association for Computing Machinery)

    Professor Antti Oulasvirta

  79. Can computers design interaction?

    Article • June 2016, ACM (Association for Computing Machinery)

    Professor Antti Oulasvirta

  80. Sketchplore

    Article • June 2016, ACM (Association for Computing Machinery)

    Professor Antti Oulasvirta

  81. How We Type

    Article • May 2016, ACM (Association for Computing Machinery)

    Professor Antti Oulasvirta

  82. Rethinking Mobile Interfaces for Older Adults

    Article • May 2016, ACM (Association for Computing Machinery)

    Professor Antti Oulasvirta, William G. Chase Professor of Psychology Neil Charness

  83. Principles, Techniques and Perspectives on Optimization and HCI

    Article • April 2015, ACM (Association for Computing Machinery)

    Professor Antti Oulasvirta

  84. Text Entry on the Edge

    Article • April 2015, ACM (Association for Computing Machinery)

    Professor Antti Oulasvirta

  85. What to Study in HCI?

    Article • April 2015, ACM (Association for Computing Machinery)

    Professor Antti Oulasvirta

  86. Performance and Ergonomics of Touch Surfaces

    Article • April 2015, ACM (Association for Computing Machinery)

    Professor Antti Oulasvirta

  87. Investigating the Dexterity of Multi-Finger Input for Mid-Air Text Entry

    Article • April 2015, ACM (Association for Computing Machinery)

    Professor Antti Oulasvirta

  88. The Emergence of Interactive Behavior

    Article • April 2015, ACM (Association for Computing Machinery)

    Professor Antti Oulasvirta

  89. Informing the Design of Novel Input Methods with Muscle Coactivation Clustering

    Article • ACM Transactions on Computer-Human Interaction, January 2015, ACM (Association for Computing Machinery)

    Professor Antti Oulasvirta

  90. Spotlights

    Article • January 2015, ACM (Association for Computing Machinery)

    Professor Antti Oulasvirta

  91. Demo hour

    Article • interactions, October 2014, ACM (Association for Computing Machinery)

    Professor Antti Oulasvirta

  92. Improvements to keyboard optimization with integer programming

    Article • January 2014, ACM (Association for Computing Machinery)

    Professor Antti Oulasvirta

  93. MenuOptimizer

    Article • October 2013, ACM (Association for Computing Machinery)

    Professor Antti Oulasvirta