2025
Understanding visual search in graphical user interfaces Journal Article
In: International Journal of Human-Computer Studies, vol. 199, pp. 103483, 2025, ISSN: 1071-5819.
Simulating Errors in Touchscreen Typing Proceedings Article
In: Proceedings of the 2025 CHI Conference on Human Factors in Computing Systems, Association for Computing Machinery, New York, NY, USA, 2025.
Chartist: Task-driven Eye Movement Control for Chart Reading Proceedings Article
In: Proceedings of the 2025 CHI Conference on Human Factors in Computing Systems, Association for Computing Machinery, New York, NY, USA, 2025.
No Evidence for LLMs Being Useful in Problem Reframing Proceedings Article
In: Proceedings of the 2025 CHI Conference on Human Factors in Computing Systems, Association for Computing Machinery, New York, NY, USA, 2025.
Controllable GUI Exploration Journal Article
In: arXiv preprint, 2025.
How can we make sound replication decisions? Journal Article
In: Proceedings of the National Academy of Sciences, vol. 122, no. 5, pp. e2401236121, 2025.
Automating the practice of science: Opportunities, challenges, and implications Journal Article
In: Proceedings of the National Academy of Sciences, vol. 122, no. 5, pp. e2401238121, 2025.
Is Ockham’s razor losing its edge? New perspectives on the principle of model parsimony Journal Article
In: Proceedings of the National Academy of Sciences, vol. 122, no. 5, pp. e2401230121, 2025.
Pedestrian crossing decisions can be explained by bounded optimal decision-making under noisy visual perception Journal Article
In: Transportation Research Part C: Emerging Technologies, vol. 171, pp. 104963, 2025, ISSN: 0968-090X.
DxHF: Providing High-Quality Human Feedback for LLM Alignment via Interactive Decomposition Proceedings Article
In: Proceedings of the 38th Annual ACM Symposium on User Interface Software and Technology, Association for computing Machinery, 2025.
Introduction to Human-Computer Interaction Book
Oxford University Press, 2025.
2024
Cooperative Multi-Objective Bayesian Design Optimization Journal Article
In: ACM Trans. Interact. Intell. Syst., 2024, ISSN: 2160-6455.
DesignQuizzer: A Community-Powered Conversational Agent for Learning Visual Design Journal Article
In: Proc. ACM Hum.-Comput. Interact., vol. 8, no. CSCW1, 2024.
SIM2VR: Towards Automated Biomechanical Testing in VR Proceedings Article
In: Proceedings of the 37th Annual ACM Symposium on User Interface Software and Technology, Association for Computing Machinery, Pittsburgh, PA, USA, 2024, ISBN: 9798400706288.
Prior knowledge elicitation: The past, present, and future Journal Article
In: Bayesian Analysis, vol. 19, no. 4, pp. 1129–1161, 2024.
EyeFormer: Predicting Personalized Scanpaths with Transformer-Guided Reinforcement Learning Proceedings Article
In: Proceedings of the 37th Annual ACM Symposium on User Interface Software and Technology, Association for Computing Machinery, Pittsburgh, PA, USA, 2024, ISBN: 9798400706288.
Cognitive abilities predict performance in everyday computer tasks Journal Article
In: International Journal of Human-Computer Studies, 2024.
A Workflow for building Computationally Rational Models of Human Behavior Miscellaneous
2024.
Interactive Reward Tuning: Interactive Visualization for Preference Elicitation Proceedings Article
In: 2024 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), IEEE 2024.
AgentForge: A Flexible Low-Code Platform for Reinforcement Learning Agent Design Miscellaneous
2024.
CRTypist: Simulating Touchscreen Typing Behavior via Computational Rationality Proceedings Article
In: Proceedings of the 2024 CHI Conference on Human Factors in Computing Systems, Association for Computing Machinery, Honolulu, Hi, USA, 2024.
Real-time 3D Target Inference via Biomechanical Simulation Proceedings Article
In: Proceedings of the 2024 CHI Conference on Human Factors in Computing Systems, Association for Computing Machinery, Honolulu, Hi, USA, 2024.
Supporting Task Switching with Reinforcement Learning Proceedings Article
In: Proceedings of the 2024 CHI Conference on Human Factors in Computing Systems, Association for Computing Machinery, Honolulu, Hi, USA, 2024.
Graph4GUI: Graph Neural Networks for Representing Graphical User Interfaces Proceedings Article
In: Proceedings of the 2024 CHI Conference on Human Factors in Computing Systems, Association for Computing Machinery, Honolulu, USA, 2024.
Heads-Up Multitasker: Simulating Attention Switching On Optical Head-Mounted Displays Proceedings Article
In: Proceedings of the 2024 CHI Conference on Human Factors in Computing Systems, Honolulu, HI, USA, 2024.
Palette, Purpose, Prototype: The Three Ps of Color Design and How Designers Navigate Them Proceedings Article
In: Proceedings of the 2024 CHI Conference on Human Factors in Computing Systems, Association for Computing Machinery, Honolulu, HI, USA, 2024.
A Meta-Bayesian Approach for Rapid Online Parametric Optimization for Wrist-based Interactions Proceedings Article
In: Proceedings of the 2024 CHI Conference on Human Factors in Computing Systems, Association for Computing Machinery, Honolulu, HI, USA, 2024, ISBN: 979-8-4007-0330-0/24/05.
Explaining crowdworker behaviour through computational rationality Journal Article
In: Behaviour & Information Technology, 2024.
Understanding and Automating Graphical Annotations on Animated Scatterplots Proceedings Article
In: 2024 IEEE 17th Pacific Visualization Conference (PacificVis), IEEE 2024.
Practical approaches to group-level multi-objective Bayesian optimization in interaction technique design Journal Article
In: Collective Intelligence, vol. 3, no. 1, 2024.
Computational Models of Cognition for Human-Automated Vehicle Interaction: State-of-the-art and Future Directions Journal Article
In: International Journal of Human-Computer Studies, 2024.
A Workflow for building Computationally Rational Models of Human Behavior Miscellaneous
2024.
Supporting Bayesian modelling workflows with iterative filtering for multiverse analysis Miscellaneous
2024.
WigglyEyes: Inferring Eye Movements from Keypress Data Journal Article
In: arXiv preprint arXiv:2412.15669, 2024.
2023
Online Simulator-Based Experimental Design for Cognitive Model Selection Journal Article
In: Computational Brain & Behavior, 2023, ISBN: 2522-087X.
Interactive Personalization of Classifiers for Explainability Using Multi-Objective Bayesian Optimization Proceedings Article
In: Proceedings of the 31st ACM Conference on User Modeling, Adaptation and Personalization, pp. 34-45, Association for Computing Machinery, New York, NY, USA, 2023.
Towards machines that understand people Journal Article
In: AI Magazine, vol. 44, no. 3, pp. 312-327, 2023.
CoColor: Interactive Exploration of Color Designs Proceedings Article
In: Proceedings of the 28th International Conference on Intelligent User Interfaces, Association for Computing Machinery, Sydney, NSW, Australia, 2023, ISBN: 979-8-4007-0106-1/23/03.
UEyes: Understanding Visual Saliency across User Interface Types Proceedings Article
In: Proceedings of the 2023 CHI Conference on Human Factors in Computing Systems, Association for Computing Machinery, Hamburg, Germany, 2023, ISBN: 9781450394215.
Fragmented Visual Attention in Web Browsing: Weibull Analysis of Item Visit Times Proceedings Article
In: Kamps, Jaap; Goeuriot, Lorraine; Crestani, Fabio; Maistro, Maria; Joho, Hideo; Davis, Brian; Gurrin, Cathal; Kruschwitz, Udo; Caputo, Annalina (Ed.): Advances in Information Retrieval, ECIR 2023, Springer International Publishing, 2023.
Modeling Touch-based Menu Selection Performance of Blind Users via Reinforcement Learning Proceedings Article
In: Proceedings of the 2023 CHI Conference on Human Factors in Computing Systems, Association for Computing Machinery, 2023.
Amortized inference with user simulations Proceedings Article
In: Proceedings of the 2023 CHI Conference on Human Factors in Computing Systems, Association for Computing Machinery, 2023.
Interaction Design With Multi-objective Bayesian Optimization Journal Article
In: IEEE Pervasive Computing, 2023.
Toward AI assistants that let designers design Journal Article
In: AI Magazine, 2023.
2022
What Simulation Can Do for HCI Research Journal Article
In: Interactions, vol. 29, no. 6, pp. 48–53, 2022, ISSN: 1072-5520.
Breathing Life Into Biomechanical User Models Proceedings Article
In: Association for Computing Machinery, New York, NY, USA, 2022, ISBN: 9781450393201.
Chatbots Facilitating Consensus-Building in Asynchronous Co-Design Proceedings Article
In: Proceedings of the 35th Annual ACM Symposium on User Interface Software and Technology, Association for Computing Machinery, Bend, OR, USA, 2022, ISBN: 9781450393201.
AUIT – the Adaptive User Interfaces Toolkit for Designing XR Applications Proceedings Article
In: Proceedings of the 35th Annual ACM Symposium on User Interface Software and Technology, Association for Computing Machinery, Bend, OR, USA, 2022, ISBN: 9781450393201.
Describing UI Screenshots in Natural Language Journal Article
In: ACM Trans. Intell. Syst. Technol., 2022, ISSN: 2157-6904.
Bayesian Methods for Interaction and Design Book
Cambridge University Press, 2022.
How Suitable Is Your Naturalistic Dataset for Theory-based User Modeling? Proceedings Article
In: Proceedings of the 30th ACM Conference on User Modeling, Adaptation and Personalization, pp. 179–190, 2022.
Investigating Positive and Negative Qualities of Human-in-the-Loop Optimization for Designing Interaction Techniques Proceedings Article
In: Proceedings of the 2022 CHI Conference on Human Factors in Computing Systems (CHI’22), ACM, 2022.
Rediscovering Affordance: A Reinforcement Learning Perspective Proceedings Article
In: Proceedings of the 2022 CHI Conference on Human Factors in Computing Systems (CHI’22), pp. 1–14, ACM, 2022.
Computational Rationality as a Theory of Interaction Proceedings Article
In: Proceedings of the 2022 CHI Conference on Human Factors in Computing Systems (CHI’22), pp. 1–14, ACM, 2022.
Learning to type with mobile keyboards: Findings with a randomized keyboard Journal Article
In: Computers in Human Behavior, vol. 126, pp. 106992, 2022.
Robust and Deployable Gesture Recognition for Smartwatches Proceedings Article
In: Proceedings of the ACM Conference on Intelligent User Interfaces (IUI), 2022.
Learning GUI Completions with User-defined Constraints Journal Article
In: ACM Transactions on Interactive Intelligent Systems (TiiS), vol. 12, no. 1, pp. 1–40, 2022.
2021
Foraging-based optimization of menu systems Journal Article
In: International Journal of Human-Computer Studies, vol. 151, pp. 102624, 2021.
Inverse Foraging: Inferring Users’ Interest in Pervasive Displays Proceedings Article
In: Proceedings of the ACM IMWUT, 2021.
Conversations with GUIs Proceedings Article
In: Proceedings of the ACM Conference on Designing Interactive Systems (DIS), 2021.
Counterfactual Thinking: What Theories Do in Design Journal Article
In: International Journal of Human–Computer Interaction, pp. 1–15, 2021.
Responsive and Personalized Web Layouts with Integer Programming Journal Article
In: Proceedings of the ACM on Human-Computer Interaction, vol. 5, no. EICS, pp. 1–23, 2021.
Grid-based Genetic Operators for Graphical Layout Generation Journal Article
In: Proceedings of the ACM on Human-Computer Interaction, vol. 5, no. EICS, pp. 1–30, 2021.
Adapting User Interfaces with Model-based Reinforcement Learning Proceedings Article
In: Proceedings of the 2021 CHI Conference on Human Factors in Computing Systems (CHI ’21), ACM, 2021.
Touchscreen Typing as Optimal Supervisory Control Proceedings Article
In: Proceedings of the 2021 CHI Conference on Human Factors in Computing Systems (CHI ’21), ACM, 2021.
An Adaptive Model of Gaze-based Selection Proceedings Article
In: Proceedings of the 2021 CHI Conference on Human Factors in Computing Systems (CHI ’21), ACM, 2021.
Interactive Layout Transfer Proceedings Article
In: Proceedings of the 26th International Conference on Intelligent User Interfaces (IUI’21), ACM, 2021.
Improving Artificial Teachers by Considering how People Learn and Forget Proceedings Article
In: Proceedings of the 26th International Conference on Intelligent User Interfaces (IUI’21), ACM, 2021.
The adaptive value of probability distortion and risk-seeking in macaques’ decision-making Journal Article
In: Proceedings of the Royal Society of London. Series B, Containing papers of a Biological character. Royal Society (Great Britain), 2021.
AZERTY ameliore: Computational Design on a National Scale Journal Article
In: Communications of the ACM, 2021.
Hierarchical Reinforcement Learning as a Model of Human Task Interleaving Journal Article
In: Computational Brain and Behavior, 2021.
2020
Interactive Exploration of Large-Scale UI Datasets with Design Maps Journal Article
In: Interacting with Computers, vol. 32, no. 5-6, pp. 490–509, 2020.
Multitasking in Driving as Optimal Adaptation under Uncertainty Journal Article
In: Human Factors, 2020.
Fast Design Space Rendering of Scatterplots Proceedings Article
In: Kerren, Andreas; Garth, Christoph; Marai, G. Elisabeta (Ed.): EuroVis 2020 – Short Papers, The Eurographics Association, 2020, ISBN: 978-3-03868-106-9.
Query Abandonment Prediction with Deep Learning Models of Mouse Cursor Movements Proceedings Article
In: Proc. CIKM, 2020.
Layout as a Service (LaaS): A Service Platform for Self-Optimizing Web Layouts Proceedings Article
In: Proc. ICWE’20, 2020.
Understanding Visual Saliency in Mobile User Interfaces Proceedings Article
In: Proc. MobileHCI, 2020.
Learning Efficient Representations of Mouse Movements to Predict User Attention Proceedings Article
In: Proc. SIGIR, 2020.
ImageSense: An Intelligent Collaborative Ideation Tool to Support Diverse Human-Computer Partnerships Journal Article
In: CSCW, 2020.
SemanticCollage: Enriching Digital Mood Board Design with Semantic Labels Proceedings Article
In: Proceedings of the Designing Interactive Systems Conference 2020 (DIS ’20), ACM 2020.
Omnis Praedictio: Estimating the Full Spectrum of Human Performance with Stroke Gestures Journal Article
In: International Journal of Human-Computer Studies, vol. 142, 2020.
A Price-Per-Attention Auction Scheme Using Mouse Cursor Information Journal Article
In: ACM Transactions on Information Systems, vol. 38, no. 2, 2020.
Human Strategic Steering Improves Performance of Interactive Optimization Proceedings Article
In: Proc. UMAP’20, 2020.
Cloud gaming with foveated video encoding Journal Article
In: ACM Transactions on Multimedia Computing, Communications, and Applications (TOMM), vol. 16, no. 1, pp. 1–24, 2020.
Enrico: A High-quality Dataset for Topic Modeling of Mobile UI Designs Proceedings Article
In: Proceedings of the 22nd International Conference on Human-Computer Interaction with Mobile Devices and Services Adjunct, 2020.
Foraging-based Optimization of Menu Systems Journal Article
In: arXiv preprint arXiv:2005.01292, 2020.
GRIDS: Interactive Layout Design with Integer Programming Proceedings Article
In: Proceedings of the 2020 CHI Conference on Human Factors in Computing Systems (CHI ’20), ACM, 2020.
Optimal Sensor Position for a Computer Mouse Proceedings Article
In: Proceedings of the 2020 CHI Conference on Human Factors in Computing Systems (CHI ’20), ACM, 2020.
AutoGain: Gain Function Adaptation with Submovement Efficiency Optimization Proceedings Article
In: Proceedings of the 2020 CHI Conference on Human Factors in Computing Systems (CHI ’20), ACM, 2020.
Swap: A Replacement-based Text Revision Technique for Mobile Devices Proceedings Article
In: Proceedings of the 2020 CHI Conference on Human Factors in Computing Systems (CHI ’20), ACM, 2020.
Button Simulation and Design via FDVV Models Proceedings Article
In: Proceedings of the 2020 CHI Conference on Human Factors in Computing Systems (CHI ’20), ACM, 2020.
How We Type: Eye and Finger Movement Strategies in Mobile Typing Proceedings Article
In: Proceedings of the 2020 CHI Conference on Human Factors in Computing Systems (CHI ’20), ACM, 2020.
Adaptive Feature Guidance: Modelling Visual Search with Graphical Layouts Journal Article
In: International Journal of Human-Computer Studies, vol. 136, 2020.
Combinatorial Optimization of Graphical User Interface Designs Journal Article
In: IEEE Proceedings, 2020.
2019
Computer-supported form design using keystroke-level modeling with reinforcement learning Proceedings Article
In: Proceedings of the 24th International Conference on Intelligent User Interfaces: Companion, pp. 85–86, ACM 2019.
How do People Type on Mobile Devices?: Observations from a Study with 37,000 Volunteers Proceedings Article
In: Proceedings of the 21st International Conference on Human-Computer Interaction with Mobile Devices and Services, pp. 9, ACM 2019.
Information theory: An analysis and design tool for HCI Proceedings Article
In: 2019.
Individualising Graphical Layouts with Predictive Visual Search Models Journal Article
In: ACM Transactions on Interactive Intelligent Systems (TiiS), vol. 10, no. 1, pp. 9, 2019.