Interaction with the Human
Human Centered Interaction
The research teams of this department explore multiple forms of interaction (visual, tangible, haptic, auditory, gestural…), multimodal and multi-surface interaction, interactive information visualization and data analysis, virtual or augmented reality, image, video and motion analysis, affective and social interactions, modeling of human behavior and activity, collaborative interactions in co-located or remote situations, interactions in situations of disability (motor, perceptual and cognitive), etc.
The range of this research allows the department to develop work that is both fundamental, by studying the phenomena at play during these interactions, application-oriented, to assess the relevance of these models and certain devices in their real use, and methodological, on the design and evaluation aspects.
Coordination
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Interaction avec l’Humain
AMIArchitectures et modèles pour l'Interaction
Grynszpan Ouriel
Deputy Director of the Human Centered Interaction department
Head of the HCI master track
News
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Highlight, Interaction with the Human
Moisson de prix pour AViZ
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ARAIAugmented Reality and Artificial Intelligence, Highlight, Interaction with the Human, VENISE
Christian Sandor gets a Best XR Demo at ACM SIGGRAPH Asia
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Ex-Situ, Interaction with the Human
Presentation of the CNRS Silver Medal to Michel Beaudouin-Lafon
Recent publications
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Communication dans un congrès
Vincent Cavez, Kashif Imteyaz, Anne-Flore Cabouat. Structural Interaction: Shifting the Focus of User Interface Design. DIS 2026 – Designing Interactive Systems, ACM, Jun 2026, Singapore, Singapore. ⟨hal-05617691⟩
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Pré-publication, Document de travail
Hovhannes Margaryan, Quentin Bammey, Christian Sandor. FlowC2S: Flowing from Current to Succeeding Frames for Fast and Memory-Efficient Video Continuation. 2026. ⟨hal-05608105⟩
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Article dans une revue
Junxiu Tang, Lijie Yao, Lu Ying, Romain Vuillemot, Petra Isenberg. Diving Deep into Time: Temporal Arrangements for Embedded Visualization in Swimming Videos. IEEE Transactions on Visualization and Computer Graphics, 2026, pp.1-17. ⟨10.1109/TVCG.2026.3689361⟩. ⟨hal-05612503⟩
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Communication dans un congrès
Lixiang Zhao, Fuqi Xie, Tobias Isenberg, Hai-Ning Liang, Lingyun Yu. ScaleFree: Dynamic KDE for Multiscale Point Cloud Exploration in VRVirtual Reality. VRVirtual Reality 2026 – IEEE Conference on Virtual Reality and 3D User Interfaces, IEEE Computer Society, Mar 2026, Daegu, South Korea. pp.358-368, ⟨10.1109/VR67842.2026.00057⟩. ⟨hal-05611962⟩
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Article dans une revue
Ouxun Jiang, Camillia Matuk, Madhumitha Gopalakrishnan, Wen Xu, Jason Dykes, et al.. Design Guidelines for Animated Data Visualization Based on Perceptual Capacity Limits. Cognitive Research: Principles and Implications, 2026, 11 (1), pp.31. ⟨10.1186/s41235-026-00724-y⟩. ⟨hal-05612469⟩
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Communication dans un congrès
Huyen Nguyen, Zofia Samsel, Clément Cormi, Belkacem Acidi, Eric Vibert, et al.. Studying the Implications of Augmented Reality for Teamwork in Open Liver Surgery. CHI 2026: CHI Conference on Human Factors in Computing Systems, Apr 2026, Barcelone, Spain. pp.1-24, ⟨10.1145/3772318.3791396⟩. ⟨hal-05596748⟩
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Communication dans un congrès
Xintian Fu, Vincent Cavez. Opportunities to Support Musicians’ Score-based Practice with Context-Specific Annotations on Tablet. CHI EA 2026 – Extended Abstracts of the 2026 CHI Conference on Human Factors in Computing Systems, Apr 2026, Barcelone, Spain. pp.1-5, ⟨10.1145/3772363.3798332⟩. ⟨hal-05598477⟩
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Communication dans un congrès
Matthew Brehmer, Maxime Cordeil, Christophe Hurter, Takayuki Itoh, Wolfgang Büschel, et al.. Challenges in Synchronous & Remote Collaboration Around Visualization. CHI 2026 – Annual CHI Conference on Human Factors in Computing Systems, Apr 2026, Barcelona, Spain. pp.1-17, ⟨10.1145/3772318.3791117⟩. ⟨hal-05596985⟩
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Poster de conférence
Mengfei Gao, Caroline Appert, Ludovic David, Emmanuel Pietriga. AiRWeb: Using AR to Extend Web Browsing Beyond Handheld Screens. CHI EA 2026 – Extended Abstracts of the 2026 CHI Conference on Human Factors in Computing Systems, Apr 2026, Barcelona, Spain. ACM, pp.1 – 5, 2026, ⟨10.1145/3772363.3798342⟩. ⟨hal-05596672⟩
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Article dans une revue
Vincent Boccara, Marianne Cerf, Chloé Le Bail, Adelaide Nascimento. Appréhender la territorialisation d’un système soutenable de travail. Réflexions à partir de l’exemple des systèmes alimentaires territorialisés. Activités, 2026, 23-1, ⟨10.4000/162l6⟩. ⟨hal-05593316⟩
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Article dans une revue
Samuel Recht, Ouriel Grynszpan. The sense of social agency in gaze leading. Journal on Multimodal User Interfaces, 2019, 12 (38), pp.1-12. ⟨10.1007/s12193-018-0286-y⟩. ⟨hal-01977395⟩
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Article dans une revue
Wendy E Mackay, Joanna Mcgrenere. Comparative Structured Observation. ACM Transactions on Computer-Human Interaction, 2025, 32 (2), pp.1 – 27. ⟨10.1145/3711838⟩. ⟨hal-05588533⟩
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Autre publication scientifique
Passant Elagroudy, Kaisa Väänänen, Jie Li, Antti Oulasvirta, Giulia Barbareschi, et al.. Transforming Human-AIArtificial Intelligence Collaboration using “Large Whatever Models” (LWMs). Extended Abstracts of the CHI Conference on Human Factors in Computing Systems, 2025, pp.1-4. ⟨10.1145/3706599.3716293⟩. ⟨hal-05588542⟩
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Autre publication scientifique
Wendy E Mackay, Joanna Mcgrenere. Comparative Structured Observation. Extended Abstracts of the CHI Conference on Human Factors in Computing Systems, 2025, pp.1-3. ⟨10.1145/3706599.3706654⟩. ⟨hal-05588535⟩
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Autre publication scientifique
Wendy E Mackay, Joanna Mcgrenere. Guide to Designing a Successful Comparative Structured Observation Study. Supplemental material to the Extended Abstracts of the CHI 2025 Conference on Human Factors in Computing System, 2025, pp.1-3. ⟨hal-05588548⟩
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Article dans une revue
Xinpei Zheng, Olivier Chapuis, Ouriel Grynszpan. Sense of agency in cooperative gestures: The effect of hierarchical roles. International Journal of Human-Computer Studies, 2026, 211, pp.103803. ⟨10.1016/j.ijhcs.2026.103803⟩. ⟨hal-05576663⟩
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Communication dans un congrès
Inoussa Ouedraogo, Huyen Nguyen, Patrick Bourdot. Exploring Boundary Visualization in AR for Co-located Collaborative Workspace Management. EuroXR 2024: Proceedings of the 21st EuroXR International Conference, Nov 2024, Athens, Greece. pp.227-230. ⟨hal-05571264⟩
ARAIAugmented Reality and Artificial Intelligence, VENISE
Year of publication
Available in free access
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Communication dans un congrès
Jules Françoise, Julie Lascar, Cyril Verrecchia, Sidonie Minodier, Michèle Gouiffès, et al.. LaboSignes: an Interactive French Sign Language Recognition Interface. ACM CHI’26, Apr 2026, Barcelona, Spain. ⟨10.1145/3772363.3799328⟩. ⟨hal-05564455⟩
AMIArchitectures et modèles pour l'Interaction, ASARD, STL
Year of publication
Available in free access
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Communication dans un congrès
Behnoosh Mohammadzadeh. Designing for Friction: An Autoethnographic Study of AIArtificial Intelligence Sensemaking. ACM CHI’ 26 Workshop on Tools for Thought, Apr 2026, Barcelone, Spain. ⟨hal-05565540⟩
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Communication dans un congrès
Julie Lascar, Jules Françoise, Michèle Gouiffès, Annelies Braffort, Diandra Fabre. PoET: Lightweight Pose Encoder Transformer for Online Sign Language Recognition. 21st International Conference on Computer Vision Theory and Applications, Mar 2026, Marbella, Spain. pp.19-28, ⟨10.5220/0014237500004084⟩. ⟨hal-05564749⟩
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Communication dans un congrès
Julien Berry, Emmanuel Pietriga, Olivier Chapuis, Caroline Appert. Can We Infer Object Pose Changes from Hand Movements?. CHI 2026 – Conference on Human Factors in Computing Systems, Apr 2026, Barcelone, Spain. 16 p., ⟨10.1145/3772318.3790384⟩. ⟨hal-05556631⟩
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Poster de conférence
Katerina Batziakoudi, Ambre Assor, Jean-Daniel Fekete. Exploring Public Budgets with Symber Tree: An Interactive Hierarchical Visualization for Comparisons Across Orders of Magnitude. CHI 2026 – Extended Abstracts of CHI Conference on Human Factors in Computing Systems, Apr 2026, Barcellona, Spain. ⟨10.1145/3772363.3798716⟩. ⟨hal-05561729⟩
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Communication dans un congrès
Carl Abou Saada Nujaim, Victoria Meifeng Myot, Michel Beaudouin-Lafon, Wendy E Mackay. “Figma is a big black box:” The mismatch between the interface and its underlying structure. CHI 2026 ACM – Conference on Human Factors in Computing Systems, Apr 2026, Barcelona, Spain. ⟨10.1145/3772363.3798460⟩. ⟨hal-05559726⟩
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Article dans une revue
Esra Çakı, Franck Zenasni, Huyen Nguyen. Virtual reality for gender microaggression training: A qualitative exploration of higher education students’ immersive learning experiences. Computers & Education: X Reality, 2026, 8, pp.100149. ⟨10.1016/j.cexr.2026.100149⟩. ⟨hal-05554919⟩
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Communication dans un congrès
Anne-Flore Cabouat, Samuel Huron, Tobias Isenberg, Petra Isenberg. Readability as a multi-measure construct in data visualization. CHI 2026 STAR Workshop – Science and Technology for Augmenting Reading, Mar 2026, Barcelona, Spain. pp.1-5. ⟨hal-05548028⟩
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Proceedings/Recueil des communications
Madeleine Aktypi, Claire Audiffret, Violette Bastit, Pierre Bayard, Émilie Canniaux, et al.. Cerizine. Colloque Les chemins créatifs de la critique : littérature, création, action !, Jul 2025, Cerisy-la-Salle, France. 2025. ⟨hal-05510119⟩
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Article dans une revue
Yucheng Lu, Tobias Rau, Benjamin Lee, Andreas Köhn, Michael Sedlmair, et al.. Design Considerations for Visualization Transitions of 3D Spatial Data in Hybrid AR‐Desktop Environments. Computer Graphics Forum, In press, 45, ⟨10.1111/cgf.70305⟩. ⟨hal-05542621⟩
ARAIAugmented Reality and Artificial Intelligence, AVIZ
Year of publication
Available in free access
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Pré-publication, Document de travail
Mathilde Sassier–Roublin, Amine Benamara, Céline Clavel, Julien Saunier, Alexandre Pauchet. Measuring Group Cohesion: Development and Validation of the Group Cohesion Questionnaire (GCQ). 2026. ⟨hal-05532877⟩
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Communication dans un congrès
Arthur Fages, Caroline Appert, Olivier Chapuis. DoubleMe: Local Blending in Multi-Display Environments with Augmented Reality to Facilitate Co-Located Collaboration. CHI 2026 – ACM Conference on Human Factors in Computing Systems, Apr 2026, Barcelona, Spain. ⟨10.1145/3772318.3791000⟩. ⟨hal-05542927⟩
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Communication dans un congrès
Behnoosh Mohammadzadeh, Jules Françoise, Michèle Gouiffès, Baptiste Caramiaux. Sensemaking in User-Driven Algorithm Auditing: A Case Study on Gender Bias in an Image Captioning Model. Proceedings of the 2026 CHI Conference on Human Factors in Computing Systems, Apr 2026, Barcelona, Spain. ⟨10.1145/3772318.3790784⟩. ⟨hal-05534067⟩