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	<title>Ahmed Elhag | Department of Computer Science</title>
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        <meta property="twitter:image" content="https://www.cs.ox.ac.uk/files/14713//ahmed_personal5.jpg"/>[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">Ahmed Elhag</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">Ahmed Elhag</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/14713//ahmed_personal5.jpg" alt="Personal photo - Ahmed Elhag" /></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">Ahmed</span> <span itemprop="familyName">Elhag</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> ahmed.elhag@cs.ox.ac.uk</div></div><p></p><p class="no-bottom-margin"><span itemprop="workLocation" class="scaled-text"><a class="panel-link" href="https://www.cs.ox.ac.uk/aboutus/directions.html" target="directions">Wolfson Building</a>,
											 Parks Road, Oxford OX1 3QD
											</span></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>My research focuses on the intersection of geometric deep learning, graph ML, and generative models. I'm particularly interested in how we can combine these approaches to develop robust ML methods that can accelerate progress in drug discovery and design. </span><span>Before my doctoral studies, I graduated from the African Masters of Machine Intelligence program at AIMS Senegal. I also interned at Apple MLR team where I worked on developing generative models for 3D and graph-structured data.</span></p><h2>Selected Publications</h2><p><a href="/people/publications/date/Ahmed.Elhag.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>
            Relaxed Equivariance via Multitask Learning </strong> </p>
	    <p class="publicationAuthors"> <em> Ahmed A. Elhag&#x201a; T. Konstantin Rusch&#x201a; Francesco Di Giovanni and Michael Bronstein  </em> </p>
	
	
	<p class="publicationDetails"> 2024.
        </p>
	
        <p class="publicationlinks"> <a
        
            href="/publications/publication16505-abstract.html"> Details   <span class="sr-only" > about <em> Relaxed Equivariance via Multitask Learning  </em></span> </a> | <a
        
            href="/publications/publication16505.bib"> BibTeX  <span class="sr-only" > data for <em> Relaxed Equivariance via Multitask Learning  </em></span>   </a> </li></ul><h2>Supervisor</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>
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