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<!DOCTYPE HTML>
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<html lang="en">
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<!--Last update: March 31st, 2024-->
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<!--Last update: August 25th, 2024-->
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<head>
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<title>Dr. habil. Damien Graux</title>
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<div class="header">
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<h1>Damien Graux, PhD, HDR</h1>
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<h2>~ Principal Research Scientist ~</h2>
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<h2>~ Principal Research Scientist at Huawei UKRD ~</h2>
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<h3>Knowledge Graphs Expert | LLM Practitioner | Team Leader</h3>
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</div>
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<h1 class="page-header">Short Bio.</h1>
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<div class="column middle">
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<p>
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<b>Since December 2022</b>, I am working as a principal
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research scientist
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<b>Since December 2022</b>, I am working as a Principal
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Research Scientist
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for <a href="https://www.huawei.com/uk/corporate-information/research-development">Huawei
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Technologies Ltd.</a> in the United Kingdom. In particular,
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I am working in the Knowledge Graph lab. where we conduct
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cutting-edge research on knowledge computing challenges.
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cutting-edge research on knowledge computing challenges. My
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efforts are at the crossroads of data structuration (usually
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as Knowledge Graphs) and Large Language Models. My vision is
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that there should be a way to bridge memorisation
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(<i>i.e.</i> knowledge bases) and generalisation
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(<i>i.e.</i> parametric knowledge). Therefore, together with
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my team, we explore potential connections through different
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projects, such as using KGs to plan LLM actions, or building
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KGs with the sole use LLMs.
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</p>
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<hr>
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<p>
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<b>From January 2021 to December 2022</b>, I was a tenured
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researcher having an <i>Inria starting faculty
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Researcher having an <i>Inria starting faculty
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position</i>. Practically, I was working in
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the <a href="https://team.inria.fr/wimmics/">Wimmics</a>
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group, based in Sophia Antipolis, <i>ca.</i> Nice
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<ol type="i">
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<li><b>Proceedings of the 1st international workshop on Prompt
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Engineering for Pre-Trained Language Models (PromptEng)</b>
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[<a href="" target="_blank"></a>; <a href=""
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target="_blank"></a>]<br><u>Damien Graux</u>, Sébastien
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Montella, Hajira Jabeen, Claire Gardent, Jeff
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[<a href="./publications/Preface_PromptEng_2024.pdf"
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target="_blank">Preface</a>; <a href="https://dl.acm.org/doi/proceedings/10.1145/3589335#heading9"
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target="_blank">Full Volume</a>]<br><u>Damien Graux</u>,
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Sébastien Montella, Hajira Jabeen, Claire Gardent, Jeff
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Z. Pan<br>Co-located with the 33rd ACM Web Conf (ex WWW),
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2024</li>
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<li><b>Joint Proceedings of the QuWeDa and MEPDaW 2023: 7th
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<ol>
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<li>
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<b>Around Semantic Web data: distributed, heterogeneous and
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advanced processing</b> [<a href=""
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target="_blank"></a>]<br> <u>Damien Graux</u><br>Habilitation
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Thesis, 2024
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advanced processing</b> <!-- [<a href="" target="_blank"></a>]
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--><br> <u>Damien Graux</u><br>Habilitation Thesis, 2024
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</li>
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<li>
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<b>CardiO: Predicting Cardinality from Online Sources</b>
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[<a href="" target="_blank"></a>]<br>Shrestha Ghosh, Simon
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[<a href="./publications/Cardio_WWW_2024.pdf"
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target="_blank">PDF</a>]<br>Shrestha Ghosh, Simon
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Razniewski, <u>Damien Graux</u>, Gerhard Weikum<br>The ACM Web
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Conference (ex WWW), 2024
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</li>
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<li>
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<b>Auto-generation of Blockchain-based Distributed
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Applications using Ontologies</b> [<a href=""
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target="_blank"></a>]<br>Muhammad Uzair Qureshi, <u>Damien
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Graux</u>, Fabrizio Orlandi, Declan O’Sullivan<br>Chapter 8
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in <i>Blockchain and Smart-Contract Technologies for
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Innovative Applications</i> (pages 217-258), 2024
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Applications using Ontologies</b>
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[<a href="https://doi.org/10.1007/978-3-031-50028-2_8"
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target="_blank">Springer</a>]<br>Muhammad Uzair
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Qureshi, <u>Damien Graux</u>, Fabrizio Orlandi, Declan
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O’Sullivan<br>Chapter 8 in <i>Blockchain and Smart-Contract
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Technologies for Innovative Applications</i> (pages 217-258),
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2024
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</li>
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<li>
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<b>Reproduce, Replicate, Reevaluate. The Long but Safe Way to
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<footer>
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<hr/>
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<div class="footer">
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© 2024 - Copyright: Damien Graux<br>(Last update: March 2024)
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© 2024 - Copyright: Damien Graux<br>(Last update: August 2024)
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</div>
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</footer>
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‎publications/Cardio_WWW_2024.pdf

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‎publications/Preface_PromptEng_2024.pdf

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