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Learning and reasoning |
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{% comment %}
News items are one or two sentences long, ideally containing a link to more information. They include:
- Any new member of the group
- Journal/conference papers we would like to highlight (generally at acceptance). We don't have to have a news item for
all papers.
- Group members are referred to by first name, unless they're being introduced.
- Only the subject of the news message gets a link.
{% endcomment %}
<dl>
<dt>September 23, 2024</dt>
<dd>BBC published an article based on an interview with Filip: <a href="https://www.bbc.com/future/article/20240912-what-riddles-teach-us-about-the-human-mind">When robots can't riddle: What puzzles reveal about the depths of our own minds</a>. The article is part of the series "AI v. the Mind," which explores "the limits of cutting-edge AI and learns a little about how our own brains work along the way."</dd>
<dt>September 06, 2024</dt>
<dd><a href="https://mayankkharbanda.github.io/">Mayank Kharbanda</a> joins us as a visitor from Sep 2024 until March 2025</dd>
<dt>September 01, 2024</dt>
<dd><a href="https://mhkhojaste.github.io/">Hossein Khojasteh</a> joins us as a PhD student, working with Filip.</dd>
<dt>July 17, 2024</dt>
<dd>Frank gave a keynote "Ontologies for Machine Learning" at the FOIS conference</dd>
<dt>May 27, 2024</dt>
<dd>Zhan Qu will join us as a visitor from KIT in Karlsruhe for 2 weeks at the end of May.</dd>
<dt>May 26, 2024</dt>
<dd>Filip is co-chairing the First International Workshop on Generative Neuro-Symbolic AI (GeNeSy), co-located with ESWC 2024. The workshop features three keynotes, one of which will be given by Frank.</dd>
<dt>May 14, 2024</dt>
<dd>Filip and his co-authors won the best paper and presentation awards at the Web Conference workshop "Workshop on Multimodal Content Analysis for Social Good". <a href="https://arxiv.org/pdf/2311.11157">Their paper</a> studies the grounding of internet memes "in the wild" (Reddit and Discord) to an Internet meme KG using visual transformers.</dd>
<dt>May 6, 2024</dt>
<dd>Ting Liu successfully defended her PhD thesis entitled A gut feeling: Biomedical knowledge graphs for interrelating the gut microbiome and mental health.</dd>
<dt>May 2, 2024</dt>
<dd>prof. Wael Abd Almageed from the USC Viterbi School of Engineering visited our group for <a href="https://vu.nl/en/events/2024/talk-by-prof-wael-abdalmageed">a seminar and discussions.</a></dd>
<dt>April 24, 2024</dt>
<dd>Frank gave an invited talk on Hybrid Intelligence at the UK summit on AI & Healthcare.</dd>
<dt>April 22, 2024</dt>
<dd>Tamar Cucumides from the University of Antwerp visited us and presented her framework for approximate answers to conjunctive queries over knowledge graphs.</dd>
<dt>April 8, 2024</dt>
<dd>Klim Zaporojets from Aarhus University visited us and gave a seminar on aligning unstructured text with knowledge graphs for problems like provenance detection and fact checking.</dd>
<dt>April 5, 2024</dt>
<dd>Frank gave the first talk in the new series of online talks for the new Neuro-symbolic AI journal: NAI Webinar Series #1: Frank van Harmelen - YouTube with the title: neuro-symbol ≠ neuro-semantic</dd>
<dt>March 29, 2024</dt>
<dd>Congratulations to Floris and co-authors, for their <a href="https://2024.naacl.org/" target="_blank">NAACL</a> Findings accepted paper <a href="https://arxiv.org/abs/2403.18973" target="_blank"><i>"Conformal Intent Classification and Clarification for Fast and Accurate Intent Recognition"</i></a>.</dd>
<dt>March 13, 2024</dt>
<dd>Many congratulations to Filip for being awarded a €900k AINed Fellowship Grant to work on Synergistic AI Agents with Common Sense.</dd>
<dt>March 11-15, 2024</dt>
<dd>Annette and Floris contributed <a href="https://drive.google.com/file/d/1dOA8nXcsBINiRuE-B0v0OehO0OBj6MmA/view?usp=drive_link" target="_blank">a talk</a> on neuro-symbolic medical AI to the <a href="https://www.ai-health.nl/ai-health-winter-school-2024/" target="_blank">AI & Health Winter School</a>.
</dd>
<dt>November 29-30, 2023</dt>
<dd> Dimitrios Alivanistos, Daniel Daza, Xander Wilcke, Ruud van Bakel, Taewoon Kim, Yannick Brunink, and Michael Cochez of the L&R group, together with Shujian Yu from the <a href="https://vu-qda.github.io/">QDA</a> group, and Thom Pijnenburg
from Elsevier hosted the <a href="https://logams.github.io/">Learning on Graphs Amsterdam meet-up</a>.
The event took place in the Elsevier office in Amsterdam with help of the <a href="https://discoverylab.ai/">Discovery Lab</a>.
It included talks and posters by Taraneh Younesian, Selene Baez Santamaria, and Daniel Daza.
</dd>
<dt>November 24, 2023</dt>
<dd>Andreas gave an invited talk for the <a href="https://iis.uibk.ac.at/"> Intelligent and Interactive Systems group </a> at the University of Innsbruck.</dd>
<dt>October 23, 2023</dt>
<dd>Daniel Daza and Michael Cochez gave a tutorial at the <a href="https://uobevents.eventsair.com/cikm2023/">CIKM 2023</a> conference on
Reasoning beyond Triples: Recent Advances in Knowledge Graph Embeddings
<a href="https://kg-beyond-triple.github.io/">https://kg-beyond-triple.github.io/</a>
</dd>
<dt>September 13, 2023</dt>
<dd>Michael Cochez gave a keynote talk at the <a href="http://dl4ld2023.mruni.eu/">3rd Workshop DL4LD: Addressing Deep Learning, Relation Extraction, and Linguistic Data</a> </dd>
<dt>September 1, 2023</dt>
<dd>We are pleased to have <a href="https://florisdh.nl/">Floris</a> in our team. Floris will be working on an RL-based assistant for patient-centric decision making within the <a href="https://www.hybrid-intelligence-centre.nl/">Hybrid Intelligence centre</a>.</dd>
<dt>September 1, 2023</dt>
<dd>We are pleased to have <a href="https://scholar.google.com/citations?user=8N_u7TcAAAAJ">Fabian</a> in our team.</dd>
<dt>June 15, 2023</dt>
<dd>We are happy to welcome <a href="https://www.polito.it/en/staff?p=francesco.manigrasso">Francesco Manigrasso</a> to the group for a 3 month visit. We will use his time with us to work on using Real Logic and Logic Tensor Networks to probe large language models for logical knowledge and inference.</dd>
<dt>June 15, 2023</dt>
<dd>
Michael was teaching and acted as a tutor at the <a href="https://datathon2023.jezik.hr/">5th Summer Datathon on Linguistic Linked Open Data</a>.
</dd>
<dt>May 4, 2023</dt>
<dd>Thiviyan and Emile are hosting a NeSy-GeMs (Neurosymbolic Generative Models) workshop at ICLR 2023. Take a look at <a href="https://nesygems.github.io/">the website.</a></dd>
<dt>May 2</dt>
<dd>Frank is <a href="https://nos.nl/artikel/2473634-godfather-van-kunstmatige-intelligentie-verlaat-google-en-waarschuwt-voor-ai">quoted on the NOS website</a>, following Geoffrey Hinton's departure from Google, and his comments about the future of AI.
</dd>
<dt>May 1, 2023</dt>
<dd><a href="https://2023.semanticwebschool.org/keynote-speakers/">Frank is invited as a keynote speaker at the ISWS 2023 summer school, held from the 11th to 17th of June.</a></dd>
<dt>Apr 27, 2023</dt>
<dd><a href="https://peterbloem.nl/blog/transformers">Peter's work on Transformers, e.g., ChatGPT</a>, has been featured in <a href="https://www.nytimes.com/interactive/2023/04/26/upshot/gpt-from-scratch.html">a NYT article.</a></dd>
<dt>Apr 5, 2023</dt>
<dd>We are pleased to announce that Xu has successfully defended his PhD.</dd>
<dt>Mar 28, 2023</dt>
<dd>Congratulations to Lise and Annette, for their ESWC accepted paper <i>"Explainable Drug Repurposing in Context via Deep Reinforcement Learning"</i>.</dd>
<dt>Mar 24, 2023</dt>
<dd>Congratulations to Shuai, Peter, and Frank, for their ESWC accepted paper <i>"Refining Large Integrated Identity Graphs using the Unique Name Assumption"</i>.</dd>
<dt>Mar 13, 2023</dt>
<dd>Congratulations to Annette and Frank, for their ACM Computing Surveys accepted paper <i>"Combining Machine Learning and Semantic Web: A Systematic Mapping Study"</i>.</dd>
<dt>Feb 13, 2023</dt>
<dd>Frank gave a keynote on <i>"Combining knowledge graphs with machine learning, with examples from healthcare and life sciences"</i>, at <a href="https://www.swat4ls.org/workshops/basel2023/keynotes/">SWAT4HCLS</a> in Basel</dd>
<dt>Jan 18, 2023</dt>
<dd>Congratulations to Andreas, for their CLEAR accepted paper <i>"A Meta-Reinforcement Learning Algorithm for Causal Discovery"</i>.</dd>
<dt>Jan 15, 2023</dt>
<dd>We are pleased to welcome <a href="https://research.vu.nl/en/persons/ruud-van-bakel">Ruud van Bakel</a>
to the team. He will join us as a PhD student on the <a href="https://graph-massivizer.eu/">GraphMassivizer</a>
project, studying how to scale up knowledge graph learning methods. </dd>
<dt>Jan 4, 2023</dt>
<dd>Congratulations to Nikos and Annette, for their AAMAS accepted paper <i>"Establishing Shared Query Understanding in an Open Multi-Agent System"</i>.</dd>
<dt>Jan 1, 2023</dt>
<dd>We joined the LEMUR project.</dd>
<dt>Jan 1, 2023</dt>
<dd>We joined the GraphMassivizer project.</dd>
<!-- <dt>Dec 16, 2022</dt>
<dd>Congratulations to Thiviyan and Emile, for the acceptance of their ICLR workshop proposal. The workshop will
focus on neurosymbolic generative models. Have a look at <a href="https://nesygems.github.io/">the website
</a> or <a href="https://twitter.com/NeSy_GeMs">its twitter feed</a> for more information. </dd>
<dt>Nov 21, 2022</dt>
<dd>Congratulations to Tae and Michael, for their AAAI accepted paper <i>"A Machine with Short-Term, Episodic, and Semantic Memory Systems"</i>.</dd>
<dt>Nov 1, 2022</dt>
<dd>We are pleased to welcome <a href="https://research.vu.nl/en/persons/romy-vos"><em>Romy Vos</em></a> to the team. She will join us as a PhD student on <a href="https://www.pharmacoinformaticslab.nl/leapfrog/">the LeapFrog project</a>,
investigating the application of learning and reasoning to drug safety. </dd> -->
</dl>
<p>If you are interested in working with us, please check the <a href="/about/jobs">jobs
page</a>. Otherwise send an email to <a href="mailto:[email protected]">Mojca Lovrencak</a>, or a <a
href="/about/people">specific group member</a>.
<p>If you are visiting, you can find us on the VU campus in the NU building. We are on the 10th floor. The
address is</p>
<div class="address">Boelelaan 1111<br>
1103HG Amsterdam </div>
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