Generative AI & Human-Computer Interaction

Experience

Senior Research Engineer

Microsoft Research, EPIC Team · Seattle

2025 — Now

Senior Applied Scientist

Microsoft, Pen & Ink team (Experiences & Devices) · Seattle

2021 — 2025

Postdoctoral Researcher

ETH Zurich — SIP Lab · Zurich

2020 — 2021

Generative AI & HCI Research

My peer-reviewed research spans Generative AI, Human-Computer Interaction (HCI), Human-AI Interaction, interactive data visualization, and novel input techniques. The publications below are drawn from my DBLP record (see also Google Scholar). Expand any entry to copy its BibTeX citation.

2026

1. Brushing and Interpretive Linking for Knowledge Work

   Zheng Ning, Michel Pahud, Hugo Romat, Nicolai Marquardt, Fanny Chevalier, Jeevana Priya Inala, Chenglong Wang, David Brown, Toby Jia-Jun Li, Ken Hinckley, Nathalie Riche

   GI 2026

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   @inproceedings{ning2026brushing,
     author    = {Zheng Ning and Michel Pahud and Hugo Romat and Nicolai Marquardt and Fanny Chevalier and Jeevana Priya Inala and Chenglong Wang and David Brown and Toby Jia-Jun Li and Ken Hinckley and Nathalie Riche},
     title     = {{Brushing and Interpretive Linking for Knowledge Work}},
     booktitle = {Proceedings of Graphics Interface},
     year      = {2026},
     url       = {}
   }

2. Texterial: A Text-as-Material Interaction Paradigm for LLM-Mediated Writing

   Jocelyn J. Shen, Nicolai Marquardt, Hugo Romat, Ken Hinckley, Nathalie Riche, Fanny Chevalier

   ACM CHI 2026 Honorable Mention

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   @inproceedings{shen2026texterial,
     author    = {Jocelyn J. Shen and Nicolai Marquardt and Hugo Romat and Ken Hinckley and Nathalie Riche and Fanny Chevalier},
     title     = {{Texterial: A Text-as-Material Interaction Paradigm for LLM-Mediated Writing}},
     booktitle = {Proceedings of the CHI Conference on Human Factors in Computing Systems},
     year      = {2026},
     doi       = {10.1145/3772318.3790330},
     url       = {https://doi.org/10.1145/3772318.3790330}
   }

2025

1. Intent Tagging: Exploring Micro-Prompting Interactions for Supporting Granular Human-GenAI Co-Creation Workflows

   Frederic Gmeiner, Nicolai Marquardt, Michael Bentley, Hugo Romat, Michel Pahud, David Brown, Asta Roseway, Nikolas Martelaro, Kenneth Holstein, Ken Hinckley, Nathalie Riche

   ACM CHI 2025

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   @inproceedings{gmeiner2025intent,
     author    = {Frederic Gmeiner and Nicolai Marquardt and Michael Bentley and Hugo Romat and Michel Pahud and David Brown and Asta Roseway and Nikolas Martelaro and Kenneth Holstein and Ken Hinckley and Nathalie Riche},
     title     = {{Intent Tagging: Exploring Micro-Prompting Interactions for Supporting Granular Human-GenAI Co-Creation Workflows}},
     booktitle = {Proceedings of the CHI Conference on Human Factors in Computing Systems},
     year      = {2025},
     doi       = {10.1145/3706598.3713861},
     url       = {https://doi.org/10.1145/3706598.3713861}
   }

2. ImaginationVellum: Generative-AI Ideation Canvas with Spatial Prompts, Generative Strokes, and Ideation History

   Nicolai Marquardt, Asta Roseway, Hugo Romat, Payod Panda, Michel Pahud, Gonzalo A. Ramos, Steven Mark Drucker, Andrew D. Wilson, Ken Hinckley, Nathalie Riche

   ACM UIST 2025 Honorable Mention

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   @inproceedings{marquardt2025imaginationvellum,
     author    = {Nicolai Marquardt and Asta Roseway and Hugo Romat and Payod Panda and Michel Pahud and Gonzalo A. Ramos and Steven Mark Drucker and Andrew D. Wilson and Ken Hinckley and Nathalie Riche},
     title     = {{ImaginationVellum: Generative-AI Ideation Canvas with Spatial Prompts, Generative Strokes, and Ideation History}},
     booktitle = {Proceedings of the ACM Symposium on User Interface Software and Technology},
     year      = {2025},
     doi       = {10.1145/3746059.3747631},
     url       = {https://doi.org/10.1145/3746059.3747631}
   }

3. AI-Instruments: Embodying Prompts as Instruments to Abstract & Reflect Graphical Interface Commands as General-Purpose Tools

   Nathalie Riche, Anna Offenwanger, Frederic Gmeiner, David Brown, Hugo Romat, Michel Pahud, Nicolai Marquardt, Kori Inkpen, Ken Hinckley

   ACM CHI 2025 Honorable Mention

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   @inproceedings{riche2025aiinstruments,
     author    = {Nathalie Riche and Anna Offenwanger and Frederic Gmeiner and David Brown and Hugo Romat and Michel Pahud and Nicolai Marquardt and Kori Inkpen and Ken Hinckley},
     title     = {{AI-Instruments: Embodying Prompts as Instruments to Abstract & Reflect Graphical Interface Commands as General-Purpose Tools}},
     booktitle = {Proceedings of the CHI Conference on Human Factors in Computing Systems},
     year      = {2025},
     doi       = {10.1145/3706598.3714259},
     url       = {https://doi.org/10.1145/3706598.3714259}
   }

2024

1. Opportunistic Nudges for Task Migration Between Personal Devices

   Nikhita Joshi, Richard Li, Jiannan Li, Leonardo Pavanatto, Michel Pahud, Jatin Sharma, Bongshin Lee, Hugo Romat, William Buxton, Nicolai Marquardt, Ken Hinckley, Nathalie Henry Riche

   ACM CHI Extended Abstracts 2024

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   @inproceedings{joshi2024opportunistic,
     author    = {Nikhita Joshi and Richard Li and Jiannan Li and Leonardo Pavanatto and Michel Pahud and Jatin Sharma and Bongshin Lee and Hugo Romat and William Buxton and Nicolai Marquardt and Ken Hinckley and Nathalie Henry Riche},
     title     = {{Opportunistic Nudges for Task Migration Between Personal Devices}},
     booktitle = {Extended Abstracts of the CHI Conference on Human Factors in Computing Systems},
     year      = {2024},
     doi       = {10.1145/3613905.3651037},
     url       = {https://doi.org/10.1145/3613905.3651037}
   }

2. Memory Recall for Data Visualizations in Mixed Reality, Virtual Reality, 3D and 2D

   Christophe Hurter, Bernice E. Rogowitz, Guillaume Truong, Tiffany Andry, Hugo Romat, Ludovic Gardy, Fereshteh Amini, Nathalie Henry Riche

   IEEE TVCG 2024

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   @article{hurter2024memory,
     author    = {Christophe Hurter and Bernice E. Rogowitz and Guillaume Truong and Tiffany Andry and Hugo Romat and Ludovic Gardy and Fereshteh Amini and Nathalie Henry Riche},
     title     = {{Memory Recall for Data Visualizations in Mixed Reality, Virtual Reality, 3D and 2D}},
     journal   = {IEEE Transactions on Visualization and Computer Graphics},
     year      = {2024},
     doi       = {10.1109/TVCG.2023.3336588},
     url       = {https://doi.org/10.1109/TVCG.2023.3336588}
   }

2023

1. Escapement: A Tool for Interactive Prototyping with Video via Sensor-Mediated Abstraction of Time

   Molly Jane Nicholas, Nicolai Marquardt, Michel Pahud, Nathalie Riche, Hugo Romat, Christopher Collins, David Ledo, Rohan Kadekodi, Badrish Chandramouli, Ken Hinckley

   ACM CHI 2023

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   @inproceedings{nicholas2023escapement,
     author    = {Molly Jane Nicholas and Nicolai Marquardt and Michel Pahud and Nathalie Riche and Hugo Romat and Christopher Collins and David Ledo and Rohan Kadekodi and Badrish Chandramouli and Ken Hinckley},
     title     = {{Escapement: A Tool for Interactive Prototyping with Video via Sensor-Mediated Abstraction of Time}},
     booktitle = {Proceedings of the CHI Conference on Human Factors in Computing Systems},
     year      = {2023},
     doi       = {10.1145/3544548.3581115},
     url       = {https://doi.org/10.1145/3544548.3581115}
   }

2. AdHocProx: Sensing Mobile, Ad-Hoc Collaborative Device Formations using Dual Ultra-Wideband Radios

   Richard Li, Teddy Seyed, Nicolai Marquardt, Eyal Ofek, Steve Hodges, Mike Sinclair, Hugo Romat, Michel Pahud, Jatin Sharma, William A. S. Buxton, Ken Hinckley, Nathalie Riche

   ACM CHI 2023

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   @inproceedings{li2023adhocprox,
     author    = {Richard Li and Teddy Seyed and Nicolai Marquardt and Eyal Ofek and Steve Hodges and Mike Sinclair and Hugo Romat and Michel Pahud and Jatin Sharma and William A. S. Buxton and Ken Hinckley and Nathalie Riche},
     title     = {{AdHocProx: Sensing Mobile, Ad-Hoc Collaborative Device Formations using Dual Ultra-Wideband Radios}},
     booktitle = {Proceedings of the CHI Conference on Human Factors in Computing Systems},
     year      = {2023},
     doi       = {10.1145/3544548.3581300},
     url       = {https://doi.org/10.1145/3544548.3581300}
   }

2022

1. Understanding Multi-Device Usage Patterns: Physical Device Configurations and Fragmented Workflows

   Ye Yuan, Nathalie Riche, Nicolai Marquardt, Molly Jane Nicholas, Teddy Seyed, Hugo Romat, Bongshin Lee, Michel Pahud, Jonathan Goldstein, Rojin Vishkaie, Christian Holz, Ken Hinckley

   ACM CHI 2022

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   @inproceedings{yuan2022understanding,
     author    = {Ye Yuan and Nathalie Riche and Nicolai Marquardt and Molly Jane Nicholas and Teddy Seyed and Hugo Romat and Bongshin Lee and Michel Pahud and Jonathan Goldstein and Rojin Vishkaie and Christian Holz and Ken Hinckley},
     title     = {{Understanding Multi-Device Usage Patterns: Physical Device Configurations and Fragmented Workflows}},
     booktitle = {Proceedings of the CHI Conference on Human Factors in Computing Systems},
     year      = {2022},
     doi       = {10.1145/3491102.3517702},
     url       = {https://doi.org/10.1145/3491102.3517702}
   }

2. TapType: Ten-finger text entry on everyday surfaces via Bayesian inference

   Paul Streli, Jiaxi Jiang, Andreas Rene Fender, Manuel Meier, Hugo Romat, Christian Holz

   ACM CHI 2022

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   @inproceedings{streli2022taptype,
     author    = {Paul Streli and Jiaxi Jiang and Andreas Rene Fender and Manuel Meier and Hugo Romat and Christian Holz},
     title     = {{TapType: Ten-finger text entry on everyday surfaces via Bayesian inference}},
     booktitle = {Proceedings of the CHI Conference on Human Factors in Computing Systems},
     year      = {2022},
     doi       = {10.1145/3491102.3501878},
     url       = {https://doi.org/10.1145/3491102.3501878}
   }

3. Style Blink: Exploring Digital Inking of Structured Information via Handcrafted Styling as a First-Class Object

   Hugo Romat, Nicolai Marquardt, Ken Hinckley, Nathalie Henry Riche

   ACM CHI 2022

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   @inproceedings{romat2022style,
     author    = {Hugo Romat and Nicolai Marquardt and Ken Hinckley and Nathalie Henry Riche},
     title     = {{Style Blink: Exploring Digital Inking of Structured Information via Handcrafted Styling as a First-Class Object}},
     booktitle = {Proceedings of the CHI Conference on Human Factors in Computing Systems},
     year      = {2022},
     doi       = {10.1145/3491102.3501988},
     url       = {https://doi.org/10.1145/3491102.3501988}
   }

4. Interactive Data Comics

   Zezhong Wang, Hugo Romat, Fanny Chevalier, Nathalie Henry Riche, Dave Murray-Rust, Benjamin Bach

   IEEE TVCG 2022

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   @article{wang2022interactive,
     author    = {Zezhong Wang and Hugo Romat and Fanny Chevalier and Nathalie Henry Riche and Dave Murray-Rust and Benjamin Bach},
     title     = {{Interactive Data Comics}},
     journal   = {IEEE Transactions on Visualization and Computer Graphics},
     year      = {2022},
     doi       = {10.1109/TVCG.2021.3114849},
     url       = {https://doi.org/10.1109/TVCG.2021.3114849}
   }

5. Demonstrating TapType for mobile ten-finger text entry anywhere

   Paul Streli, Jiaxi Jiang, Andreas Rene Fender, Manuel Meier, Hugo Romat, Christian Holz

   ACM CHI Extended Abstracts 2022

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   @inproceedings{streli2022demonstrating,
     author    = {Paul Streli and Jiaxi Jiang and Andreas Rene Fender and Manuel Meier and Hugo Romat and Christian Holz},
     title     = {{Demonstrating TapType for mobile ten-finger text entry anywhere}},
     booktitle = {Extended Abstracts of the CHI Conference on Human Factors in Computing Systems},
     year      = {2022},
     doi       = {10.1145/3491101.3519900},
     url       = {https://doi.org/10.1145/3491101.3519900}
   }

2021

1. Sketchnote Components, Design Space Dimensions, and Strategies for Effective Visual Note Taking

   Rebecca Zheng, Marina Fernández Camporro, Hugo Romat, Nathalie Henry Riche, Benjamin Bach, Fanny Chevalier, Ken Hinckley, Nicolai Marquardt

   ACM CHI 2021 Best Paper

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   @inproceedings{zheng2021sketchnote,
     author    = {Rebecca Zheng and Marina Fernández Camporro and Hugo Romat and Nathalie Henry Riche and Benjamin Bach and Fanny Chevalier and Ken Hinckley and Nicolai Marquardt},
     title     = {{Sketchnote Components, Design Space Dimensions, and Strategies for Effective Visual Note Taking}},
     booktitle = {Proceedings of the CHI Conference on Human Factors in Computing Systems},
     year      = {2021},
     doi       = {10.1145/3411764.3445508},
     url       = {https://doi.org/10.1145/3411764.3445508}
   }

2. Flashpen: A High-Fidelity and High-Precision Multi-Surface Pen for Virtual Reality

   Hugo Romat, Andreas Fender, Manuel Meier, Christian Holz

   IEEE VR 2021

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   @inproceedings{romat2021flashpen,
     author    = {Hugo Romat and Andreas Fender and Manuel Meier and Christian Holz},
     title     = {{Flashpen: A High-Fidelity and High-Precision Multi-Surface Pen for Virtual Reality}},
     booktitle = {IEEE Conference on Virtual Reality and 3D User Interfaces (VR)},
     year      = {2021},
     doi       = {10.1109/VR50410.2021.00053},
     url       = {https://doi.org/10.1109/VR50410.2021.00053}
   }

3. Expressive Authoring of Node-Link Diagrams With Graphies

   Hugo Romat, Caroline Appert, Emmanuel Pietriga

   IEEE TVCG 2021

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   @article{romat2021expressive,
     author    = {Hugo Romat and Caroline Appert and Emmanuel Pietriga},
     title     = {{Expressive Authoring of Node-Link Diagrams With Graphies}},
     journal   = {IEEE Transactions on Visualization and Computer Graphics},
     year      = {2021},
     doi       = {10.1109/TVCG.2019.2950932},
     url       = {https://doi.org/10.1109/TVCG.2019.2950932}
   }

4. Demonstration of Flashpen: A high-fidelity and high-precision multi-surface pen for Virtual Reality

   Hugo Romat, Andreas Rene Fender, Manuel Meier, Christian Holz

   ACM CHI Extended Abstracts 2021

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   @inproceedings{romat2021demonstration,
     author    = {Hugo Romat and Andreas Rene Fender and Manuel Meier and Christian Holz},
     title     = {{Demonstration of Flashpen: A high-fidelity and high-precision multi-surface pen for Virtual Reality}},
     booktitle = {Extended Abstracts of the CHI Conference on Human Factors in Computing Systems},
     year      = {2021},
     doi       = {10.1145/3411763.3451550},
     url       = {https://doi.org/10.1145/3411763.3451550}
   }

5. Demonstrating High-Precision and High-Fidelity Digital Inking for Virtual Reality

   Hugo Romat, Andreas Fender, Manuel Meier, Christian Holz

   IEEE VR Workshops 2021

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   @inproceedings{romat2021demonstrating,
     author    = {Hugo Romat and Andreas Fender and Manuel Meier and Christian Holz},
     title     = {{Demonstrating High-Precision and High-Fidelity Digital Inking for Virtual Reality}},
     booktitle = {IEEE Conference on Virtual Reality and 3D User Interfaces Abstracts and Workshops},
     year      = {2021},
     doi       = {10.1109/VRW52623.2021.00257},
     url       = {https://doi.org/10.1109/VRW52623.2021.00257}
   }

6. AirConstellations: In-Air Device Formations for Cross-Device Interaction via Multiple Spatially-Aware Armatures

   Nicolai Marquardt, Nathalie Henry Riche, Christian Holz, Hugo Romat, Michel Pahud, Frederik Brudy, David Ledo, Chunjong Park, Molly Jane Nicholas, Teddy Seyed, Eyal Ofek, Bongshin Lee, William A. S. Buxton, Ken Hinckley

   ACM UIST 2021

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   @inproceedings{marquardt2021airconstellations,
     author    = {Nicolai Marquardt and Nathalie Henry Riche and Christian Holz and Hugo Romat and Michel Pahud and Frederik Brudy and David Ledo and Chunjong Park and Molly Jane Nicholas and Teddy Seyed and Eyal Ofek and Bongshin Lee and William A. S. Buxton and Ken Hinckley},
     title     = {{AirConstellations: In-Air Device Formations for Cross-Device Interaction via Multiple Spatially-Aware Armatures}},
     booktitle = {Proceedings of the ACM Symposium on User Interface Software and Technology},
     year      = {2021},
     doi       = {10.1145/3472749.3474820},
     url       = {https://doi.org/10.1145/3472749.3474820}
   }

2020

1. Tilt-Responsive Techniques for Digital Drawing Boards

   Hugo Romat, Christopher Collins, Nathalie Henry Riche, Michel Pahud, Christian Holz, Adam Riddle, Bill Buxton, Ken Hinckley

   ACM UIST 2020

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   @inproceedings{romat2020tiltresponsive,
     author    = {Hugo Romat and Christopher Collins and Nathalie Henry Riche and Michel Pahud and Christian Holz and Adam Riddle and Bill Buxton and Ken Hinckley},
     title     = {{Tilt-Responsive Techniques for Digital Drawing Boards}},
     booktitle = {Proceedings of the ACM Symposium on User Interface Software and Technology},
     year      = {2020},
     doi       = {10.1145/3379337.3415861},
     url       = {https://doi.org/10.1145/3379337.3415861}
   }

2. Dear Pictograph: Investigating the Role of Personalization and Immersion for Consuming and Enjoying Visualizations

   Hugo Romat, Nathalie Henry Riche, Christophe Hurter, Steven Mark Drucker, Fereshteh Amini, Ken Hinckley

   ACM CHI 2020

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   @inproceedings{romat2020dear,
     author    = {Hugo Romat and Nathalie Henry Riche and Christophe Hurter and Steven Mark Drucker and Fereshteh Amini and Ken Hinckley},
     title     = {{Dear Pictograph: Investigating the Role of Personalization and Immersion for Consuming and Enjoying Visualizations}},
     booktitle = {Proceedings of the CHI Conference on Human Factors in Computing Systems},
     year      = {2020},
     doi       = {10.1145/3313831.3376348},
     url       = {https://doi.org/10.1145/3313831.3376348}
   }

2019

1. SpaceInk: Making Space for In-Context Annotations

   Hugo Romat, Emmanuel Pietriga, Nathalie Henry Riche, Ken Hinckley, Caroline Appert

   ACM UIST 2019

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   @inproceedings{romat2019spaceink,
     author    = {Hugo Romat and Emmanuel Pietriga and Nathalie Henry Riche and Ken Hinckley and Caroline Appert},
     title     = {{SpaceInk: Making Space for In-Context Annotations}},
     booktitle = {Proceedings of the ACM Symposium on User Interface Software and Technology},
     year      = {2019},
     doi       = {10.1145/3332165.3347934},
     url       = {https://doi.org/10.1145/3332165.3347934}
   }

2. Influence of Color and Size of Particles on Their Perceived Speed in Node-Link Diagrams

   Hugo Romat, Dylan Lebout, Emmanuel Pietriga, Caroline Appert

   IFIP INTERACT 2019 Best Doctoral Student Paper

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   @inproceedings{romat2019influence,
     author    = {Hugo Romat and Dylan Lebout and Emmanuel Pietriga and Caroline Appert},
     title     = {{Influence of Color and Size of Particles on Their Perceived Speed in Node-Link Diagrams}},
     booktitle = {Human-Computer Interaction – INTERACT},
     year      = {2019},
     doi       = {10.1007/978-3-030-29384-0_37},
     url       = {https://doi.org/10.1007/978-3-030-29384-0_37}
   }

3. From data exploration to presentation : designing new systems and interaction techniques to enhance the sense-making process. (De l'exploration des données à la présentation : concevoir de nouveaux systèmes et techniques d'interaction pour améliorer la création de sens à partir de données)

   Hugo Romat

   Ph.D. Dissertation · 2019

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   @phdthesis{romat2019from,
     author    = {Hugo Romat},
     title     = {{From data exploration to presentation : designing new systems and interaction techniques to enhance the sense-making process. (De l'exploration des données à la présentation : concevoir de nouveaux systèmes et techniques d'interaction pour améliorer la création de sens à partir de données)}},
     school    = {Université Paris-Saclay (Inria)},
     year      = {2019}
   }

4. ActiveInk: (Th)Inking with Data

   Hugo Romat, Nathalie Henry Riche, Ken Hinckley, Bongshin Lee, Caroline Appert, Emmanuel Pietriga, Christopher Collins

   ACM CHI 2019 Honorable Mention

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   @inproceedings{romat2019activeink,
     author    = {Hugo Romat and Nathalie Henry Riche and Ken Hinckley and Bongshin Lee and Caroline Appert and Emmanuel Pietriga and Christopher Collins},
     title     = {{ActiveInk: (Th)Inking with Data}},
     booktitle = {Proceedings of the CHI Conference on Human Factors in Computing Systems},
     year      = {2019},
     doi       = {10.1145/3290605.3300272},
     url       = {https://doi.org/10.1145/3290605.3300272}
   }

2018

1. Animated Edge Textures in Node-Link Diagrams: a Design Space and Initial Evaluation

   Hugo Romat, Caroline Appert, Benjamin Bach, Nathalie Henry Riche, Emmanuel Pietriga

   ACM CHI 2018

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   @inproceedings{romat2018animated,
     author    = {Hugo Romat and Caroline Appert and Benjamin Bach and Nathalie Henry Riche and Emmanuel Pietriga},
     title     = {{Animated Edge Textures in Node-Link Diagrams: a Design Space and Initial Evaluation}},
     booktitle = {Proceedings of the CHI Conference on Human Factors in Computing Systems},
     year      = {2018},
     doi       = {10.1145/3173574.3173761},
     url       = {https://doi.org/10.1145/3173574.3173761}
   }

2016

1. Natural Human-Robot Interaction Using Social Cues

   Hugo Romat, Mary-Anne Williams, Xun Wang, Benjamin Johnston, Henry Bard

   ACM/IEEE HRI 2016

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   @inproceedings{romat2016natural,
     author    = {Hugo Romat and Mary-Anne Williams and Xun Wang and Benjamin Johnston and Henry Bard},
     title     = {{Natural Human-Robot Interaction Using Social Cues}},
     booktitle = {Proceedings of the ACM/IEEE International Conference on Human-Robot Interaction},
     year      = {2016},
     doi       = {10.1109/HRI.2016.7451827},
     url       = {https://doi.org/10.1109/HRI.2016.7451827}
   }

Education

Ph.D. in Computer Science

Inria — Paris

2016 — 2019

Building novel ways to process, explore, and make sense of AI-generated and large-scale data.

M.Sc. in Computer Science

ENSC Bordeaux INP · Université Laval, Canada

2012 — 2015

Human–Computer Interaction, Computer Science, Robotics, and Cognitive Science.