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	<title>Xingyue Huang | Department of Computer Science</title>
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        <meta property="twitter:image" content="https://www.cs.ox.ac.uk/files/14389//myimg.png"/>[an error occurred while processing this directive]<!-- BREADCRUMBS --><div class="content-width"><ol class="breadcrumb text-uppercase"><li><a href="/">Home</a></li><li><a href="/aboutus/">About Us</a></li><li><a href="/people/">People</a></li><li><a href="/people/students.html">Students</a></li><li class="active">Xingyue Huang</li></ol></div><!-- MOBILE NAVIGATION --><div class="content-width space-below mobile-menu-placeholder visible-xs visible-sm"></div><!-- COLUMNS --><div class="container-fluid content-width"><div class="row"><div class="col-xs-12 col-md-9 col-md-push-3" id="maincontent" itemscope="itemscope" itemtype="http://schema.org/Person"><!-- CONTENT (Column 2) --><div class="page-title"><h1><span itemprop="name">Xingyue Huang</span></h1></div><div class="no-gutters"><div class="row"><div class="col-xs-12 col-md-4 panel panel-medium-brown equal-height equal-height-center-vertical">
        							<img class="img-responsive center-block" itemprop="image" src="/files/14389//myimg.png" alt="Personal photo - Xingyue Huang" /></div><div class="col-xs-12 col-md-4 panel panel-dark-blue panel-condensed equal-height"><div class="panel-body"><p><strong> <span itemprop="givenName">Xingyue</span> <span itemprop="familyName">Huang</span> <span itemprop="honorificSuffix"></span></strong></p><p></p><div itemprop="jobTitle" class="indent">Doctoral Student</div><p></p><p></p><div><div itemprop="email" class="scaled-text"><strong>E:</strong> xingyue[dot]huang[at]cs[dot]ox[dot]ac[dot]uk</div></div><p></p><p class="no-bottom-margin"></p></div></div><div class="col-xs-12 col-md-4 panel panel-light-blue panel-condensed equal-height"><div class="panel-body"><h2 class="panel-subheading text-uppercase no-top-margin">Themes:</h2><ul class="list-comma-separated"><li><a href="/research/ai_ml" class="panel-link"><span itemprop="affiliation">Artificial Intelligence and Machine Learning</span></a></li></ul></div></div></div></div><h2>Biography</h2><p><span>I am interested in graph representation learning, particularly in how to effectively generate representations on knowledge graphs. Previously, I studied here at the University of Oxford, where I obtained a Master's degree in Mathematics and Computer Science.</span></p><h2>Selected Publications</h2><p><a href="/people/publications/date/Xingyue.Huang.html" class="btn btn-dark-brown-outline btn-thin text-uppercase">View All</a><a href="https://www.cs.ox.ac.uk/research/publications/manage" class="btn btn-dark-brown-outline btn-thin text-uppercase">Manage publications</a></p><ul class="list-unbulleted list-unbulleted-spaced"><li> <p class="publicationTitle"> <strong>
            Link prediction with relational hypergraphs </strong> </p>
	    <p class="publicationAuthors"> <em> Xingyue Huang&#x201a; Miguel Romero Orth&#x201a; Pablo Barcel&#xf3;&#x201a; Michael M Bronstein and &#x0130;smail &#x0130;lkan Ceylan  </em> </p>
	
	
	<p class="publicationDetails"> 
        In <em>TMLR</em>.
        2025.
        </p>
	
        <p class="publicationlinks"> <a
        
            href="/publications/publication16584-abstract.html"> Details   <span class="sr-only" > about <em> Link prediction with relational hypergraphs  </em></span> </a> | <a
        
            href="/publications/publication16584.bib"> BibTeX  <span class="sr-only" > data for <em> Link prediction with relational hypergraphs  </em></span>   </a> </li><li> <p class="publicationTitle"> <strong>
            One Model&#x201a; Any Conjunctive Query: Graph Neural Networks for Answering Queries over Incomplete Knowledge Graphs </strong> </p>
	    <p class="publicationAuthors"> <em> Krzysztof Olejniczak&#x201a; Xingyue Huang&#x201a; Mikhail Galkin and &#x0130;smail &#x0130;lkan Ceylan  </em> </p>
	
	
	<p class="publicationDetails"> 
            In  
            <em>
            Proceedings of Learning on Graphs Conference (LoG)</em>.
        2025.
        </p>
	
        <p class="publicationlinks"> <a
        
            href="/publications/publication16737-abstract.html"> Details   <span class="sr-only" > about <em> One Model&#x201a; Any Conjunctive Query: Graph Neural Networks for Answering Queries over Incomplete Knowledge Graphs  </em></span> </a> | <a
        
            href="/publications/publication16737.bib"> BibTeX  <span class="sr-only" > data for <em> One Model&#x201a; Any Conjunctive Query: Graph Neural Networks for Answering Queries over Incomplete Knowledge Graphs  </em></span>   </a> </li><li> <p class="publicationTitle"> <strong>
            How Expressive are Knowledge Graph Foundation Models? </strong> </p>
	    <p class="publicationAuthors"> <em> Xingyue Huang&#x201a; Pablo Barcel&#xf3;&#x201a; Michael M. Bronstein&#x201a; &#x0130;smail &#x0130;lkan Ceylan&#x201a; Mikhail Galkin&#x201a; Juan L Reutter and Miguel Romero Orth  </em> </p>
	
	
	<p class="publicationDetails"> 
            In  
            <em>
            Proceedings of Fourty&#x2212;second International Conference on Machine Learning (ICML)</em>.
        2025.
        </p>
	
        <p class="publicationlinks"> <a
        
            href="/publications/publication16581-abstract.html"> Details   <span class="sr-only" > about <em> How Expressive are Knowledge Graph Foundation Models?  </em></span> </a> | <a
        
            href="/publications/publication16581.bib"> BibTeX  <span class="sr-only" > data for <em> How Expressive are Knowledge Graph Foundation Models?  </em></span>   </a> </li></ul><h2>Supervisors</h2><div class="row"><div itemscope="itemscope" itemtype="http://schema.org/Person" class="picturebox col-xs-6 col-sm-4 col-md-3  clear-xs clear-sm clear-md clear-lg"><a class="piccy" href="/people/Michael.Bronstein/" style="background-image:url('/files/13446//portrait-horse.jpg')"></a><center><a href="/people/Michael.Bronstein/"><span class="newcaption"><span itemprop="name">Michael&nbsp;Bronstein</span></span></a></center></div><div itemscope="itemscope" itemtype="http://schema.org/Person" class="picturebox col-xs-6 col-sm-4 col-md-3 "><a class="piccy" href="/people/IsmailIlkan.Ceylan/" style="background-image:url('/files/15015//ismail-hertford.jpg')"></a><center><a href="/people/IsmailIlkan.Ceylan/"><span class="newcaption"><span itemprop="name">Ismail Ilkan Ceylan</span></span></a></center></div></div>
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