Prof. Dr. Luis LEIVA
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| Department | Fachbereich Informatik | ||||
| Postadresse |
Université du Luxembourg Maison du Nombre 6, Avenue de la Fonte L-4364 Esch-sur-Alzette |
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| Büroadresse | MNO, E03 0315-130 | ||||
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| Telefon | (+352) 46 66 44 5513 | ||||
My research lies at the intersection of Machine Learning and Human-Computer Interaction. I'm a former postdoctoral scholar from Aalto University and research staff member (postdoctoral fellow) of the PRHLT research center at the Universitat Politècnica de València (UPV). I'm also co-founder and former CTO of Sciling, a Spanish company specialized in Machine Learning solutions.
I got a PhD (with honors & international mention & extraordinary doctorate award) in Computer Science in 2012. I also got two BSc degrees —Industrial Design (2001) and Industrial Engineering (2005)— an MSc in Communications and Mobile Services Development (2006), and a MAS in Pattern Recognition and Artificial Intelligence (2008) from the UPV.
I have coauthored 2 granted patents and have participated in 15 research transfer projects, most of them being exploited today by private companies and public institutions. I have been a visiting researcher at the DFKI institute in Saarbrücken, the hciLab in Stuttgart, and the User Interfaces group in Helsinki. I also have been a visiting professor at FAMNIT (University of Primorska) in Slovenia.
I do multidisciplinary research at the intersection of Human-Computer Interaction and Machine Learning. My main research area is Computational Interaction, where I combine computational thinking -- abstraction, automation, and analysis -- with data-driven models and methods to enable, explain, and support user interaction. My research vision is to make the most of computing systems using the least amount of information from the user.
Last updated on: Mittwoch, den 01. März 2023
2023
Let’s Talk it through, anew: Promises and Pitfalls of Customisable Conversational Reflection Support;
Scientific Conference (2023, April 28)
UEyes: Understanding Visual Saliency across User Interface Types; ; ; ; ;
in Proceedings of the SIGCHI Conference on Human Factors in Computing Systems (CHI) (2023)
Together Yet Apart: Multimodal Representation Learning for Personalised Visual Art Recommendation;
in Yilma, Bereket Abera; Leiva, Luis A. (Eds.) Proceedings of the ACM Conference on User Modeling, Adaptation and Personalization (UMAP 2023) (2023, June 26)
The Elements of Visual Art Recommendation: Learning Latent Semantic Representations of Paintings;
in Proceedings of the 2023 CHI Conference on Human Factors in Computing Systems (CHI ’23) (2023, April)
2022
Learning GUI Completions with User-defined Constraints; ;
in ACM Transactions on Interactive Intelligent Systems (2022), 12(1),
Solids on Soli: Millimetre-Wave Radar Sensing through Materials; ; ; ;
in Proceedings of the ACM on Human-Computer Interaction (2022)
Conversational Agents Trust Calibration: A User-Centred Perspective to Design; ;
in Conversational Agents Trust Calibration: A User-Centred Perspective to Design (2022)
A Contextual Framework for Adaptive User Interfaces: Modelling the Interaction Environment; ; ;
Scientific Conference (2022)
Robust and Deployable Gesture Recognition for Smartwatches; ; ; ; ; ;
in Proceedings of the ACM Conference on Intelligent User Interfaces (IUI) (2022)
Gustav: Cross-device Cross-computer Synchronization of Sensory Signals;
in Adjunct Proceedings of the 35th Annual ACM Symposium on User Interface Software and Technology (2022)
Describing UI Screenshots in Natural Language; ;
in ACM Transactions on Intelligent Systems and Technology (2022)
Modeling How Different User Groups Perceive Webpage Aesthetics; ;
in Universal Access in the Information Society (2022)
Debiased Label Aggregation for Subjective Crowdsourcing Tasks; ; ;
in Extended Abstracts of the SIGCHI Conference on Human Factors in Computing Systems (CHI EA) (2022)
2021
No Interface, No Problem: Gesture Recognition on Physical Objects Using Radar Sensing; ; ; ; ; ;
in Sensors (2021), 21(17),
When Choice Happens: A Systematic Examination of Mouse Movement Length for Decision Making in Web Search; ;
in Proceedings of the International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR) (2021)
Attentive Sequence-to-Sequence Modeling of Stroke Gestures Articulation Performance;
in IEEE Transactions on Human-Machine Systems (2021), 51(6),
My Mouse, My Rules: Privacy Issues of Behavioral User Profiling via Mouse Tracking; ;
in Proceedings of ACM SIGIR Conference on Human Information Interaction and Retrieval (CHIIR) (2021)
Interactive Exploration of Large-scale UI Datasets with Design Maps; ;
in Interacting with Computers (2021)
How We Swipe: A Large-scale Shape-writing Dataset and Empirical Findings; ; ; ;
in Proceedings of the ACM International Conference on Human-Computer Interaction with Mobile Devices and Services (MobileHCI) (2021)
Pantomime: Mid-Air Gesture Recognition with Sparse Millimeter-Wave Radar Point Clouds; ; ;
in Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies (2021), 5(1),
Adapting User Interfaces with Model-based Reinforcement Learning; ; ;
in Proceedings of the 2021 CHI Conference on Human Factors in Computing Systems (CHI) (2021)
Conversations with GUIs; ; ; ;
in Proceedings of the ACM Conference on Designing Interactive Systems (DIS) (2021)
Educational Videogame to Learn the Periodic Table: Design Rationale and Lessons Learned; ; ;
in Journal of Chemical Education (2021)
| URL: https://wwwde.uni.lu/forschung/fstm/dcs/mitglieder/luis_leiva | Datum: Freitag, den 09. Juni 2023, 10:46 |