Research
I am interested in designing novel visual tools, to support humans in solving real-world, data-intensive problems. This work lies at the intersection of the academic fields of Information/Data Visualization (Infovis, DataViz), Human-Computer Interaction (HCI), and Design. My results are disseminated as publications, prototypes, and toolkits, available online and their code open-source on GitHub. I have also interests for the combination of art, design, and visualization, to explore untapped design spaces. I currently apply my research to various domains, such as sports performance analysis. I previously worked on Economics data, COVID-19 data and Deep Learning Explanability.
Ongoing Projects
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GLACIS - Graphical languages for creating infographics
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NEPTUNE - Improving elite swimmers performance
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AMIGO - Motion tracking and visualization platform
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TT-Vis: Table tennis tactics detection and visualization
(Previous)
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MI2 Urban Mobility (PIA 2017-2021) - Improving mobility maps in cities
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Visual Analytics (VisTics) - Visual analytics infrastructure at LIRIS/ECL.
Current PhD students
- Aymeric Erades (2022 - 2026 French ministry PhD fellowship)
Table tennis tactics detection and visualization
Past PhD students
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Liqun Liu (2018 - 2022 CSC Fellowship)
Visualizing Traffic Light Strategies in Smart Cities -
Nicolas Jacquelin (2019 - 2022 CNRS scholarship)
Automatic Analysis of Elite Swimming Race Videos.
Théo Jaunet (2022). « Deep learning interpretability with visual analytics : Exploring reasoning and bias exploitation ». HAL : tel-03827183. « Automatic Analysis of Elite Swimming Race Videos ». HAL : tel-03927207. .
- Theo Jaunet (2018 - 2022 French ministry PhD fellowship)
Transparency and Explainability for Machine Learning
Awards
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Best submission prize at VisXAI’19
Memory Reduction -
Best paper, honorable mention at CHI’15
Investigating the Direct Manipulation of Ranking Tables -
Best paper, honorable mention at InfoVis’13
SoccerStories: A Kick-off for Soccer Visual Analysis -
Best poster, honorable mention at InfoVis’15
Visualizing the Scale of World Economies -
Best poster at InfoVis’12
Towards Visual Sedimentation
Program Committee Member
- IEEE InfoVis - 2015, 2016, 2017 (max 3 years in a row), 2019, 2020
- ACM CHI Visualization PC - 2020
- ACM CHI (Late-Breaking Works) - 2017
- ACM IUI - 2019, 2020
- VIS Arts Program - 2014, 2015, 2016, 2017, 2018
- BusinessVis - 2015
- Logs Visualization Workshop - 2016
- Journée Visu - 2017
- BlendWebMix - 2016, 2017
Reviewer
- ACM CHI 2013 → 2020
- IEEE InfoVis 2011 → 2021
- IEEE VAST 2011 → 2014, 2016, 2018, 2019
- IEEE VAST Challenge 2014, 2016, 2017
- IEEE SciVis 2016, 2018
- IHM 2009 → 2014, 2017
- EuroVis 2013 → 2014, 2016, 2018, 2020
- PacificVis 2014 → 2015, 2020
- TVCG 2020
- IUI 2015, ECIS 2015, TVX 2015, Mobile HCI 2011, IEEE Multimedia
- ACM CSCW Posters 2017
- DIS 2010
- GI 2018
- IEEE CG&A 2018 (list of reviewers)
- C&C Pictorial 2017
- IV Journal 2017
- Immersive Analytics workshop 2019, 2020
Conference Organization
- 1st Sciences 2024 Conference online
- GDR Journée Visu 2020 online
- Panels co-chair of the Web Conference (WWW 2018) in Lyon
- Scientific Organizer of Journée Visu 2017 in Paris
- Founder and co-organizer of the Meetup Lyon DataViz in Lyon
- Co-organizer of the Logging Interactive Visualizations & Visualizing Interaction Logs during IEEE Vis 2016, Baltimore, USA
- Symposium on Inclusive Growth and Development 2015
- GEM 2013, GEM 2014 Global Empowerment Meeting
- Email2012 “International Workshop on Messaging and Web of Data: Private meets Public (and vice-versa)”
- NextMail’11 ”First International Workshop on Next Trends in Email”
- Local organization committee: VLDB 2009, MEDES 2009, UbiMob 2010, NextMail’11, WWW 2012 (Volunteers Track co-chair).
Past projects
- Starting Research Grant (Lyon / Palse / Impulsion) 2017
- French Ambassy Grand / Research Travel Grant to Tokyo
- PhD travel grant (2008). Visiting Catherine Plaisant, HCIL, University of Maryland working on text visualization 3K€