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<!DOCTYPE HTML PUBLIC "-//IETF//DTD HTML//EN">
<html>
<head>
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<meta name="description" content="Computer Science Rankings">
<meta name="keywords" content="computer science rankings, best computer science programs, best computer science schools, top computer science schools, top computer science universities, best computer science programs">
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<meta name="citation_title" content="CSRankings">
<meta name="citation_author" content="Berger, Emery D.">
<meta name="citation_publication_date" content="2019">
<meta name="citation_fulltext_html_url" content="https://csrankings.org">
<meta name="citation_publisher" content="">
<meta name="citation_fulltext_world_readable" content="">
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<title>CSRankings: Computer Science Rankings</title>
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<div class="container">
<form id="rankform" name="rankform" action="" method="get" target="_blank">
<div class="page-header">
<h1>CSRankings: Computer Science Rankings</h1>
<div class="panel panel-info">
<div class="panel-heading">
<p>
CSRankings is a metrics-based ranking of top computer
science institutions around the world.
<b>Click on a triangle</b> (<font color="blue">►</font>) to expand
areas or institutions. <b>Click on a name</b> to go to a
faculty member's home page. <b>Click on a pie</b> (the
<img alt="Piechart" src="png/piechart.png">
after a name or institution) to see their
publication profile as a pie chart. <b>Click on a
Google Scholar icon</b>
(<img src="scholar-favicon.ico" alt="Google Scholar"
height="10" width="10">) to see publications,
and <b>click on the DBLP logo</b> (<img alt="DBLP" src="dblp.png">) to
go to a DBLP entry. <br />
<b><a href="advice.html">Applying to grad school? Read this first.</a></b>
</p>
<div class="row">
<div class="col-xs-12 col-sm-12 col-md-12 col-lg-12 text-center">
Rank
<!--
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<option value="25" selected="selected">the top 25</option>
<option value="50">the top 50</option>
<option value="75">the top 75</option>
<option value="100">the top 100</option>
<option value="99999">all</option>
</select>
-->
institutions in
<select id="regions" name="regions">
<option value="USA" selected="selected">the USA</option>
<option value="canada">Canada</option>
<option value="northamerica">USA and Canada</option>
<option value="southamerica">South America</option>
<option value="asia">Asia</option>
<option value="australasia">Australasia</option>
<option value="europe">Europe</option>
<option value="africa">Africa</option>
<option value="world">the world</option>
</select>
by publications from
<!-- by average count
of publications from -->
<select id="fromyear" name="fromyear">
<option value="1970">1970</option>
<option value="1971">1971</option>
<option value="1972">1972</option>
<option value="1973">1973</option>
<option value="1974">1974</option>
<option value="1975">1975</option>
<option value="1976">1976</option>
<option value="1977">1977</option>
<option value="1978">1978</option>
<option value="1979">1979</option>
<option value="1980">1980</option>
<option value="1981">1981</option>
<option value="1982">1982</option>
<option value="1983">1983</option>
<option value="1984">1984</option>
<option value="1985">1985</option>
<option value="1986">1986</option>
<option value="1987">1987</option>
<option value="1988">1988</option>
<option value="1989">1989</option>
<option value="1990">1990</option>
<option value="1991">1991</option>
<option value="1992">1992</option>
<option value="1993">1993</option>
<option value="1994">1994</option>
<option value="1995">1995</option>
<option value="1996">1996</option>
<option value="1997">1997</option>
<option value="1998">1998</option>
<option value="1999">1999</option>
<option value="2000">2000</option>
<option value="2001">2001</option>
<option value="2002">2002</option>
<option value="2003">2003</option>
<option value="2004">2004</option>
<option value="2005">2005</option>
<option value="2006">2006</option>
<option value="2007">2007</option>
<option value="2008">2008</option>
<option selected="selected" value="2009">2009</option>
<option value="2010">2010</option>
<option value="2011">2011</option>
<option value="2012">2012</option>
<option value="2013">2013</option>
<option value="2014">2014</option>
<option value="2015">2015</option>
<option value="2016">2016</option>
<option value="2017">2017</option>
<option value="2018">2018</option>
<option value="2019">2019</option>
</select>
to
<select id="toyear" name="toyear">
<option value="1980">1980</option>
<option value="1981">1981</option>
<option value="1982">1982</option>
<option value="1983">1983</option>
<option value="1984">1984</option>
<option value="1985">1985</option>
<option value="1986">1986</option>
<option value="1987">1987</option>
<option value="1988">1988</option>
<option value="1989">1989</option>
<option value="1990">1990</option>
<option value="1991">1991</option>
<option value="1992">1992</option>
<option value="1993">1993</option>
<option value="1994">1994</option>
<option value="1995">1995</option>
<option value="1996">1996</option>
<option value="1997">1997</option>
<option value="1998">1998</option>
<option value="1999">1999</option>
<option value="2000">2000</option>
<option value="2001">2001</option>
<option value="2002">2002</option>
<option value="2003">2003</option>
<option value="2004">2004</option>
<option value="2005">2005</option>
<option value="2006">2006</option>
<option value="2007">2007</option>
<option value="2008">2008</option>
<option value="2009">2009</option>
<option value="2010">2010</option>
<option value="2011">2011</option>
<option value="2012">2012</option>
<option value="2013">2013</option>
<option value="2014">2014</option>
<option value="2015">2015</option>
<option value="2016">2016</option>
<option value="2017">2017</option>
<option value="2018">2018</option>
<option selected="selected" value="2019">2019</option>
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</div>
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<!-- start area selection -->
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<div class="table-responsive">
<table class="table-fit table table-sm table-striped">
<thead>
<tr>
<th colspan="2">
<p style="font-size: 125%">All Areas
<span style="font-size: 80%;">[<a class="area_group_selector" id="all_areas_off"><font color="blue"><b>off</b></font></a> | <a class="area_group_selector" id="all_areas_on"><font color="blue"><b>on</b></font></a>]</span>
</p>
</th>
</tr>
</thead>
<thead>
<tr>
<th colspan="2">
<p class="text-muted">AI
[<a class="area_group_selector" id="ai_areas_off">off</a> | <a class="area_group_selector" id="ai_areas_on">on</a>]
</p>
</th>
</tr>
</thead>
<tbody>
<tr>
<td>
<span class="hovertip" id="ai-widget">
<font color="blue">►</font>
</span>
Artificial intelligence
<div class="table-responsive" style="display:none;" id="ai-conferences">
<table class="table-sm" style="width:100%">
<tbody>
<tr style="width:100%">
<td style="width:100%">
<p class="text-muted" style="font-variant:small-caps;">
<a href="http://sigai.acm.org/index.html">acm sigai</a>, <a href="http://aaai.org/">aaai</a>
</p>
<table class="table-sm" style="width:100%;">
<tr>
<td>
<a href="http://dblp.org/db/conf/aaai/">AAAI</a>
</td>
<td align="right">
<input type="checkbox" name="aaai" id="aaai" value="1.0"/>
</td>
</tr>
<tr>
<td>
<a href="http://dblp.org/db/conf/ijcai/index.html">IJCAI</a>
</td>
<td align="right">
<input type="checkbox" name="ijcai" id="ijcai" value="1.0"/>
</td>
</tr>
</table>
</td>
</tr>
</tbody>
</table>
</div>
</td>
<td width="40px">
<input type="checkbox" class="parent" name="ai" id="ai" value="1.0"/>
</td>
</tr>
<tr>
<td>
<span class="hovertip" id="vision-widget">
<font color="blue">►</font>
</span>
Computer vision
<div class="table-responsive" style="display:none;" id="vision-conferences">
<table class="table-sm" style="width:100%">
<tbody>
<tr style="width:100%">
<td style="width:100%">
<p class="text-muted" style="font-variant:small-caps;">
<a href="https://www.cv-foundation.org/">cvf</a>
</p>
<table class="table-sm" style="width:100%;">
<tr>
<td>
<a href="http://dblp.org/db/conf/cvpr/index.html">CVPR</a>
</td>
<td align="right">
<input type="checkbox" name="cvpr" id="cvpr" value="1.0"/>
</td>
</tr>
<tr>
<td>
<a href="http://dblp.org/db/conf/eccv/index.html">ECCV</a>
</td>
<td align="right">
<input type="checkbox" name="eccv" id="eccv" value="1.0"/>
</td>
</tr>
<tr>
<td>
<a href="http://dblp.org/db/conf/iccv/index.html">ICCV</a>
</td>
<td align="right">
<input type="checkbox" name="iccv" id="iccv" value="1.0"/>
</td>
</tr>
</table>
</td>
</tr>
</tbody>
</table>
</div>
</td>
<td>
<input type="checkbox" class="parent" name="vision" id="vision" value="1.0"/>
</td>
</tr>
<tr>
<td>
<span class="hovertip" id="mlmining-widget">
<font color="blue">►</font>
</span>
Machine learning & data mining
<div class="table-responsive" style="display:none;" id="mlmining-conferences">
<table class="table-sm" style="width:100%">
<tbody>
<tr style="width:100%">
<td style="width:100%">
<p class="text-muted" style="font-variant:small-caps;">
<a href="http://www.kdd.org/">acm sigkdd</a>, <a href="http://www.machinelearning.org/">imls</a>, <a href="https://neurips.cc/">neurips/nips</a>
</p>
<table class="table-sm" style="width:100%;">
<tr>
<td>
<a href="http://dblp.org/db/conf/icml/index.html">ICML</a>
</td>
<td align="right">
<input type="checkbox" name="icml" id="icml" value="1.0"/>
</td>
</tr>
<tr>
<td>
<a href="http://dblp.org/db/conf/kdd/index.html">KDD</a>
</td>
<td align="right">
<input type="checkbox" name="kdd" id="kdd" value="1.0"/>
</td>
</tr>
<tr>
<td>
<a href="http://dblp.org/db/conf/nips/index.html">NeurIPS/NIPS</a>
</td>
<td align="right">
<input type="checkbox" name="nips" id="nips" value="1.0"/>
</td>
</tr>
</table>
</td>
</tr>
</tbody>
</table>
</div>
</td>
<td>
<input type="checkbox" name="mlmining" id="mlmining" value="1.0"/>
</td>
</tr>
<tr>
<td>
<span class="hovertip" id="nlp-widget">
<font color="blue">►</font>
</span>
Natural language processing
<div class="table-responsive" style="display:none;" id="nlp-conferences">
<table class="table-sm" style="width:100%">
<tbody>
<tr style="width:100%">
<td style="width:100%">
<p class="text-muted" style="font-variant:small-caps;">
<a href="https://www.aclweb.org/portal/">acl</a>
</p>
<table class="table-sm" style="width:100%;">
<tr>
<td>
<a href="http://dblp.org/db/conf/acl/index.html">ACL</a>
</td>
<td align="right">
<input type="checkbox" name="acl" id="acl" value="1.0"/>
</td>
</tr>
<tr>
<td>
<a href="http://dblp.org/db/conf/emnlp/index.html">EMNLP</a>
</td>
<td align="right">
<input type="checkbox" name="emnlp" id="emnlp" value="1.0"/>
</td>
</tr>
<tr>
<td>
<a href="http://dblp.org/db/conf/naacl/index.html">NAACL</a>
</td>
<td align="right">
<input type="checkbox" name="naacl" id="naacl" value="1.0"/>
</td>
</tr>
</table>
</td>
</tr>
</tbody>
</table>
</div>
</td>
<td>
<input type="checkbox" name="nlp" id="nlp" value="1.0"/>
</td>
</tr>
<tr>
<td>
<span class="hovertip" id="ir-widget">
<font color="blue">►</font>
</span>
The Web & information retrieval
<div class="table-responsive" style="display:none;" id="ir-conferences">
<table class="table-sm" style="width:100%">
<tbody>
<tr style="width:100%">
<td style="width:100%">
<p class="text-muted" style="font-variant:small-caps;">
<a href="http://sigir.org">acm sigir</a>
</p> <!-- , <a href="http://sigweb.org">acm sigweb</a></p> -->
<table class="table-sm" style="width:100%;">
<tr>
<td>
<a href="http://dblp.org/db/conf/sigir/index.html">SIGIR</a>
</td>
<td align="right">
<input type="checkbox" name="sigir" id="sigir" value="1.0"/>
</td>
</tr>
<tr>
<td>
<a href="http://dblp.org/db/conf/www/index.html">WWW</a>
</td>
<td align="right">
<input type="checkbox" name="www" id="www" value="1.0"/>
</td>
</tr>
</table>
</td>
</tr>
</tbody>
</table>
</div>
</td>
<td>
<input type="checkbox" name="ir" id="ir" value="1.0"/>
</td>
</tr>
</tbody>
<thead>
<tr><td colspan="2"><small> </small></td></tr>
<tr>
<th colspan="2">
<p class="text-muted">Systems
[<a class="area_group_selector" id="systems_areas_off">off</a> | <a class="area_group_selector" id="systems_areas_on">on</a>]
</p>
</th>
</tr>
</thead>
<tbody>
<tr>
<td>
<span class="hovertip" id="arch-widget">
<font color="blue">►</font>
</span>
Computer architecture
<div class="table-responsive" style="display:none;" id="arch-conferences">
<table class="table-sm" style="width:100%">
<tbody>
<tr style="width:100%">
<td style="width:100%">
<p class="text-muted" style="font-variant:small-caps;"><a href="https://www.sigarch.org/">acm sigarch</a></p>
<table class="table-sm" style="width:100%;">
<tr>
<td>
<a href="http://dblp.org/db/conf/asplos/index.html">ASPLOS</a>
</td>
<td align="right">
<input type="checkbox" name="asplos" id="asplos" value="1.0"/>
</td>
</tr>
<tr>
<td>
<a href="http://dblp.org/db/conf/isca/index.html">ISCA</a>
</td>
<td align="right">
<input type="checkbox" name="isca" id="isca" value="1.0"/>
</td>
</tr>
<tr>
<td>
<a href="http://dblp.org/db/conf/micro/index.html">MICRO</a>
</td>
<td align="right">
<input type="checkbox" name="micro" id="micro" value="1.0"/>
</td>
</tr>
<tr>
<td colspan="2">
<hr>
</td>
</tr>
<tr>
<td>
<a href="http://dblp.org/db/conf/hpca/index.html">HPCA</a>
</td>
<td align="right">
<input type="checkbox" name="hpca" id="hpca" value="1.0"/>
</td>
</tr>
</table>
</td>
</tr>
</tbody>
</table>
</div>
</td>
<td>
<input type="checkbox" name="arch" id="arch" value="1.0"/>
</td>
</tr>
<tr>
<td>
<span class="hovertip" id="comm-widget">
<font color="blue">►</font>
</span>
Computer networks
<div class="table-responsive" style="display:none;" id="comm-conferences">
<table class="table-sm" style="width:100%">
<tbody>
<tr style="width:100%">
<td style="width:100%">
<p class="text-muted" style="font-variant:small-caps;"><a href="http://sigcomm.org">acm sigcomm</a></p>
<!-- <a href="http://dblp.org/db/conf/infocom/index.html">INFOCOM</a><br /> -->
<table class="table-sm" style="width:100%;">
<tr>
<td>
<a href="http://dblp.org/db/conf/sigcomm/index.html">SIGCOMM</a>
</td>
<td align="right">
<input type="checkbox" name="sigcomm" id="sigcomm" value="1.0"/>
</td>
</tr>
<tr>
<td>
<a href="http://dblp.org/db/conf/nsdi/index.html">NSDI</a>
</td>
<td align="right">
<input type="checkbox" name="nsdi" id="nsdi" value="1.0"/>
</td>
</tr>
</table>
</td>
</tr>
</tbody>
</table>
</div>
</td>
<td>
<input type="checkbox" name="comm" id="comm" value="1.0"/>
</td>
</tr>
<tr>
<td>
<span class="hovertip" id="sec-widget">
<font color="blue">►</font>
</span>
Computer security
<div class="table-responsive" style="display:none;" id="sec-conferences">
<table class="table-sm" style="width:100%">
<tbody>
<tr style="width:100%">
<td style="width:100%">
<p class="text-muted" style="font-variant:small-caps;"><a href="http://sigsac.org">acm sigsac</a>, <a href="https://www.ieee-security.org/">ieee s&p</a>, <a href="https://www.usenix.org/">usenix</a></p>
<table class="table-sm" style="width:100%">
<tr>
<td>
<a href="http://dblp.org/db/conf/ccs/index.html">CCS</a>
</td>
<td align="right">
<input type="checkbox" name="ccs" id="ccs" value="1.0"/>
</td>
</tr>
<tr>
<td>
<a href="http://dblp.org/db/conf/sp/">IEEE S&P ("Oakland")</a>
</td>
<td align="right">
<input type="checkbox" name="oakland" id="oakland" value="1.0"/>
</td>
</tr>
<tr>
<td>
<a href="http://dblp.org/db/conf/uss/">USENIX Security</a>
</td>
<td align="right">
<input type="checkbox" name="usenixsec" id="usenixsec" value="1.0"/>
</td>
</tr>
<tr>
<td colspan="2">
<hr>
</td>
</tr>
<tr>
<td>
<a href="http://dblp.org/db/conf/ndss/">NDSS</a>
</td>
<td align="right">
<input type="checkbox" name="ndss" id="ndss" value="1.0"/>
</td>
</tr>
</table>
</td>
</tr>
</tbody>
</table>
</div>
</td>
<td>
<input type="checkbox" name="sec" id="sec" value="1.0"/>
</td>
</tr>
<tr>
<td>
<span class="hovertip" id="mod-widget">
<font color="blue">►</font>
</span>
Databases
<div class="table-responsive" style="display:none;" id="mod-conferences">
<table class="table-sm" style="width:100%">
<tbody>
<tr style="width:100%">
<td style="width:100%">
<p class="text-muted" style="font-variant:small-caps;"><a href="http://sigmod.org">acm sigmod</a></p>
<table class="table-sm" style="width:100%;">
<tr>
<td>
<a href="http://dblp.org/db/conf/sigmod/">SIGMOD</a>
</td>
<td align="right">
<input type="checkbox" name="sigmod" id="sigmod" value="1.0"/>
</td>
</tr>
<tr>
<td>
<a href="http://dblp.org/db/conf/vldb/">VLDB</a>
</td>
<td align="right">
<input type="checkbox" name="vldb" id="vldb" value="1.0"/>
</td>
</tr>
<tr>
<td colspan="2">
<hr>
</td>
</tr>
<tr>
<td>
<a href="http://dblp.org/db/conf/icde/">ICDE</a>
</td>
<td align="right">
<input type="checkbox" name="icde" id="icde" value="1.0"/>
</td>
</tr>
<tr>
<td>
<a href="http://dblp.org/db/conf/pods/">PODS</a>
</td>
<td align="right">
<input type="checkbox" name="pods" id="pods" value="1.0"/>
</td>
</tr>
</table>
</td>
</tr>
</tbody>
</table>
</div>
</td>
<td>
<input type="checkbox" name="mod" id="mod" value="1.0"/>
</td>
</tr>
<tr>
<td>
<span class="hovertip" id="da-widget">
<font color="blue">►</font>
</span>
Design automation
<div class="table-responsive" style="display:none;" id="da-conferences">
<table class="table-sm" style="width:100%">
<tbody>
<tr style="width:100%">
<td style="width:100%">
<p class="text-muted" style="font-variant:small-caps;"><a href="http://sigda.org">acm sigda</a></p>
<table class="table-sm" style="width:100%;">
<tr>
<td>
<a href="http://dblp.org/db/conf/dac/">DAC</a>
</td>
<td align="right">
<input type="checkbox" name="dac" id="dac" value="1.0"/>
</td>
</tr>
<tr>
<td>
<a href="http://dblp.org/db/conf/iccad/">ICCAD</a>
</td>
<td align="right">
<input type="checkbox" name="iccad" id="iccad" value="1.0"/>
</td>
</tr>
</table>
</td>
</tr>
</tbody>
</table>
</div>
</td>
<td>
<input type="checkbox" name="da" id="da" value="1.0"/>
</td>
</tr>
<tr>
<td>
<span class="hovertip" id="bed-widget">
<font color="blue">►</font>
</span>
Embedded & real-time systems
<div class="table-responsive" style="display:none;" id="bed-conferences">
<table class="table-sm" style="width:100%">
<tbody>
<tr style="width:100%">
<td style="width:100%">
<p class="text-muted" style="font-variant:small-caps;"><a href="http://sigbed.org">acm sigbed</a></p>
<table class="table-sm" style="width:100%;">
<tr>
<td>
<a href="http://dblp.org/db/conf/emsoft/">EMSOFT</a>
</td>
<td align="right">
<input type="checkbox" name="emsoft" id="emsoft" value="1.0"/>
</td>
</tr>
<tr>
<td>
<a href="http://dblp.org/db/conf/rtas/">RTAS</a>
</td>
<td align="right">
<input type="checkbox" name="rtas" id="rtas" value="1.0"/>
</td>
</tr>
<tr>
<td>
<a href="http://dblp.org/db/conf/rtss/">RTSS</a>
</td>
<td align="right">
<input type="checkbox" name="rtss" id="rtss" value="1.0"/>
</td>
</tr>
</table>
</td>
</tr>
</tbody>
</table>
</div>
</td>
<td>
<input type="checkbox" name="bed" id="bed" value="1.0"/>
</td>
</tr>
<tr>
<td>
<span class="hovertip" id="hpc-widget">
<font color="blue">►</font>
</span>
High-performance computing
<div class="table-responsive" style="display:none;" id="hpc-conferences">
<table class="table-sm" style="width:100%">
<tbody>
<tr style="width:100%">
<td style="width:100%">
<p class="text-muted" style="font-variant:small-caps;"><a href="http://sighpc.org">acm sighpc</a></p>
<table class="table-sm" style="width:100%;">
<tr>
<td>
<a href="http://dblp.org/db/conf/hpdc/">HPDC</a>
</td>
<td align="right">
<input type="checkbox" name="hpdc" id="hpdc" value="1.0"/>
</td>
</tr>
<tr>
<td>
<a href="http://dblp.org/db/conf/ics/">ICS</a>
</td>
<td align="right">
<input type="checkbox" name="ics" id="ics" value="1.0"/>
</td>
</tr>
<tr>
<td>
<a href="http://dblp.org/db/conf/sc/">SC</a>
</td>
<td align="right">
<input type="checkbox" name="sc" id="sc" value="1.0"/>
</td>
</tr>
</table>
</td>
</tr>
</tbody>
</table>
</div>
</td>
<td>
<input type="checkbox" name="hpc" id="hpc" value="1.0"/>
</td>
</tr>