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<!DOCTYPE html>
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<!--- Basic Page Needs. Thanks to Kijung Shin @ CMU, we get template from his personal website :d
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<title>Quang-Huy Duong @ NTNU </title>
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<a class="mobile-btn" href="#nav-wrap" title="Show navigation">Show navigation</a>
<a class="mobile-btn" href="#" title="Hide navigation">Hide navigation</a>
<ul id="nav" class="nav">
<li class="current"><a class="smoothscroll" href="#about">Home</a></li>
<li><a class="smoothscroll" href="#resume">Biography</a></li>
<li><a class="smoothscroll" href="#research">Research</a></li>
<li><a class="smoothscroll" href="#courses">Services</a></li>
<li><a target="_blank" href="cv.pdf">Curriculum Vitae</a></li>
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<div class="download">
<a href="HuyDuong_Resume.pdf" target="_blank" class="button"><i class="fa fa-download"></i>Resume</a> <a href="cv.pdf" target="_blank" class="button"><i class="fa fa-download"></i>CV</a>
</div>
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</section>
<div>
<h2>Contact Details</h2>
<p class="address">
<b>Email</b>: <a href="[email protected]">huydqyb (at) gmail (dot) com</a>
<br>Room 202 IT-bygget
<br>Department of Computer Science
<br> Norwegian University of Science and Technology
<br> Gløshaugen, Trondheim, Norway </p>
</div>
<ul class="social">
<li><a href="https://orcid.org/0000-0003-4494-6714" title="Orcid"><i class="ai ai-orcid"></i></a></li>
<li><a href="https://dblp.uni-trier.de/pers/hd/d/Duong:Quang=Huy" title="DBLP"><i class="ai ai-dblp"></i></a></li>
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<li><a href="https://bitbucket.org/duonghuy/" title="Github"><i class="fab fa-github"></i></a></li>
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<div class="nine columns main-col">
<h1><span class="name">Quang-Huy Duong</span></h1>
<h2><span class="cmuyellow">PhD Fellow, Department of Computer Science </span><br><span class="cmuyellow">Norwegian University of Science and Technology (NTNU)</span></h2>
<h2>About Me</h2>
I am pursuing my PhD in Computer Science at NTNU, Norway.
I have interests in Optimization, Data Mining, Optimization, Artificial Intelligent, Machine Learning, and Anything related to Security.
<div class="row">
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<span>Java/Javascript/SQL</span>
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</div>
<span>C/C++/C#</span>
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</div>
<span>CSS/NoSQL</span>
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<span>Matlab/Python</span>
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<span>Communication</span>
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<span>Team Work</span>
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<span>Creativity</span>
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<span>Dedication</span>
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<!-- Resume Section
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<section id="resume">
<!-- =========================================
<!-- Education
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<h1><span>Education</span></h1>
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<div class="info h5">Ph.D. in Computer Science
<span>•</span> NTNU, Norway <span>•</span><em class="date">March. 2017 - Present</em>
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<div class="info h5">M.S. in Computer Science and Engineering<span>•</span> Hunan University, China <span>•</span><em class="date">Nov. 2016</em><br>
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<div class="info h5">B.S. in Computer Science<span>•</span> Hanoi University of Science and Technology, Vietnam <span>•</span><em class="date">Jun. 2004</em><br>
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<!-- Work
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<h1><span>Work Experience</span></h1>
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<div class="info h5">Phd Fellow & Research Assistant <span>•</span><a href="https://www.ntnu.edu/"> NTNU, Norway</a> <span>•</span> <em class="date">March. 2017 - Present</em></div>
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<div class="info h5">Senior Software Engineer <span>•</span> <a href="https://www.mbbank.com.vn">Military Bank, Vietnam</a> <span>•</span><em class="date">2013 - 2014</em>
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<div class="info h5">Solution Architect <span>•</span> <a href="https://vtcmobile.vn/">VTCMobile, Vietnam</a> <span>•</span><em class="date">2011 - 2013</em>
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<div class="info h5">Researcher <span>•</span> <a href="http://www.cdit.com.vn/">CDIT, Vietnam</a><span>•</span> <em class="date">2006 - 2011</em>
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<div class="info h5">Developer <span>•</span> <a href="http://dantri.com.vn/">Vinacomm, Vietnam</a> <span>•</span><em class="date">2004 - 2006</em>
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</div> <!-- End Work -->
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<!-- Research Section
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<section id="research">
<!-- Publications
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<div class="row publications">
<div class="twelve columns main-col">
<p></p><h1><span>Publications</span></h1>
<p></p>
<h4>2019 or Later </h4>
<div class="row item">
<div class="one column">
<h5> 15.C. </h5>
</div>
<div class="eleven columns" style="margin-bottom: 8px;">
<h5>A Better Density Guarantee of Dense Subtensor and Dense Subgraph Detection</h5>
<p class="info"><em class="author">Quang-Huy Duong</em><br>
<em class="conf"><a href="#">Under Submission</a></em>.
[<a href="#"> paper </a> | <a href="#"> code and datasets </a> | <a href="#"> bib </a>]<br>
</p>
</div>
</div>
<div class="row item">
<div class="one column">
<h5> 14.C. </h5>
</div>
<div class="eleven columns" style="margin-bottom: 8px;">
<h5>Multiple Dense Subtensor Estimation with High Density Guarantee</h5>
<p class="info"><em class="author">Quang-Huy Duong</em>, Heri Ramampiaro, Kjetil Nørvåg<br>
<em class="conf"><a href="#">Under Submission</a></em>.
[<a href="#"> paper </a> | <a href="#"> code and datasets </a> | <a href="#"> bib </a>]<br>
</p>
</div>
</div>
<div class="row item">
<div class="one column">
<h5> 13.C. </h5>
</div>
<div class="eleven columns" style="margin-bottom: 8px;">
<h5>Sketching Streaming Histogram Elements using Multiple Weighted Factors</h5>
<p class="info"><em class="author">Quang-Huy Duong</em>, Heri Ramampiaro, Kjetil Nørvåg<br>
<em class="conf"><a href="http://www.cikm2019.net">The 28th ACM CIKM</a></em>.
[<a href="#"> paper </a> | <a href="#"> code and datasets </a> | <a href="#"> bib </a>]<br>
</p>
</div>
</div>
<div class="row item">
<div class="one column">
<h5> 12.J. </h5>
</div>
<div class="eleven columns" style="margin-bottom: 8px;">
<h5>Discovering Periodic Itemsets Using Novel Periodicity Measures</h5>
<p class="info">Philippe Fournier-Viger, Peng Yang, Jerry Chun-Wei Lin, <em class="author">Quang-Huy Duong</em>, Thu-Lan Dam, Jaroslav Frnda, Lukas Sevcik, Miroslav Voznak
<br>
<em class="conf"><a href="http://advances.utc.sk/index.php/AEEE/article/view/3185">Advances in Electrical and Electronic Engineering</a></em>.
[<a href="https://hvlopen.brage.unit.no/hvlopen-xmlui/handle/11250/2602592"> paper </a> | <a href="#"> code and datasets </a> | <a href="#"> bib </a>]<br>
</p>
</div>
</div> <!-- item end -->
<div class="row item">
<div class="one column">
<h5> 11.J. </h5>
</div>
<div class="eleven columns" style="margin-bottom: 8px;">
<h5>Towards efficiently mining closed high utility itemsets from incremental databases</h5>
<p class="info">Thu-Lan Dam, Heri Ramampiaro, Kjetil Nørvåg, <em class="author">Quang-Huy Duong</em><br>
<em class="conf"><a href="https://www.journals.elsevier.com/knowledge-based-systems">Knowledge-Based Systems</a></em>.
[<a href="https://www.sciencedirect.com/science/article/abs/pii/S0950705118305719"> paper </a> | <a href="#"> code and datasets </a> | <a href="#"> bib </a>]<br>
</p>
</div>
</div> <!-- item end -->
<h4>2018</h4>
<div class="row item">
<div class="one column">
<h5> 10.J. </h5>
</div>
<div class="eleven columns" style="margin-bottom: 8px;">
<h5>Applying temporal dependence to detect changes in streaming data</h5>
<p class="info"><em class="author">Quang-Huy Duong</em>, Heri Ramampiaro, Kjetil Nørvåg<br>
<em class="conf"><a href="https://link.springer.com/journal/10489">Applied Intelligence</a></em>.
[<a href="https://link.springer.com/article/10.1007/s10489-018-1254-7"> paper </a> | <a href="https://bitbucket.org/l33ts/"> code and datasets </a> | <a href="#"> bib </a>]<br>
</p>
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<div class="row item">
<div class="one column">
<h5> 9.J. </h5>
</div>
<div class="eleven columns" style="margin-bottom: 8px;">
<h5>High utility drift detection in quantitative data streams</h5>
<p class="info"><em class="author"> Quang-Huy Duong</em>, Heri Ramampiaro, Kjetil Nørvåg, Philippe Fournier-Viger, Thu-Lan Dam<br>
<em class="conf"><a href="https://www.journals.elsevier.com/knowledge-based-systems">Knowledge-Based Systems.</a></em>
<!-- ACM Transactions on Knowledge Discovery from Data (<A HREF="http://tkdd.acm.org/">TKDD</A>), vol. 12, no. 3, pp. 28:1-28:30, January 2018 <br/> -->
[<a href="https://www.sciencedirect.com/science/article/abs/pii/S0950705118302442"> paper </a> | <a href="https://bitbucket.org/l33ts/">code and datasets</a> | <a href="https://dblp.uni-trier.de/rec/bibtex/journals/kbs/DuongRNFD18">bib</a> ]<br>
</p>
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<div class="row item">
<div class="one column">
<h5> 8.J. </h5>
</div>
<div class="eleven columns" style="margin-bottom: 8px;">
<h5>Efficient high utility itemset mining using buffered utility-lists</h5>
<p class="info"><em class="author">Quang-Huy Duong</em>, Philippe Fournier-Viger, Heri Ramampiaro, Kjetil Nørvåg, Thu-Lan Dam<br>
<em class="conf"><a href="https://link.springer.com/journal/10489">Applied Intelligence.</a></em>
[<a href="https://link.springer.com/article/10.1007/s10489-017-1057-2"> paper </a> | <a href="https://bitbucket.org/l33ts/"> code and datasets </a> | <a href="https://dblp.uni-trier.de/rec/bibtex/journals/apin/DuongFRND18"> bib </a>]<br>
</p>
</div>
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<em class="award"> <!-- item end -->
<br><h4>2017 </h4>
<div class="row item">
<div class="one column">
<h5> 7.J. </h5>
</div>
<div class="eleven columns" style="margin-bottom: 8px;">
<h5>An efficient algorithm for mining top-k on-shelf high utility itemsets</h5>
<p class="info">Thu-Lan Dam, KenLi Li, Philippe Fournier-Viger, <em class="author"> Quang-Huy Duong </em><br>
<em class="conf"><a href="https://link.springer.com/journal/10115">Knowledge and Information Systems.</a></em>
[<a href="https://link.springer.com/article/10.1007/s10115-016-1020-2"> paper </a> | <a href="https://bitbucket.org/l33ts/">code and datasets</a> | <a href="https://dblp.uni-trier.de/rec/bibtex/journals/kais/DamLFD17">bib</a> ]<br>
</p>
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<div class="row item">
<div class="one column">
<h5> 6.J. </h5>
</div>
<div class="eleven columns" style="margin-bottom: 8px;">
<h5>CLS-Miner: efficient and effective closed high-utility itemset mining</h5>
<p class="info">Thu-Lan Dam, KenLi Li, Philippe Fournier-Viger, <em class="author"> Quang-Huy Duong </em><br>
<em class="conf"><a href="https://www.springer.com/computer/journal/11704">Frontiers of Computer Science.</a></em>
[<a href="https://link.springer.com/article/10.1007/s11704-016-6245-4"> paper </a> | <a href="https://bitbucket.org/l33ts/">code and datasets</a> | <a href="#">bib</a> ]<br>
</p>
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<br><h4>2016</h4>
<div class="row item">
<div class="one column">
<h5> 5.B. </h5>
</div>
<div class="eleven columns" style="margin-bottom: 8px;">
<h5>PFPM: discovering periodic frequent patterns with novel periodicity measures</h5>
<p class="info">Philippe Fournier-Viger, Chun-Wei Lin, <em class="author">Quang-Huy Duong</em>, Thu-Lan Dam, Lukáš Ševčík, Dominik Uhrin, Miroslav Voznak<br>
<em class="conf"><a href="https://www.intechopen.com/books/proceedings-of-the-2nd-czech-china-scientific-conference-2016/pfpm-discovering-periodic-frequent-patterns-with-novel-periodicity-measures">Proceedings of the 2nd Czech-China Scientific Conference</a></em>
[<a href="https://www.intechopen.com/books/proceedings-of-the-2nd-czech-china-scientific-conference-2016/pfpm-discovering-periodic-frequent-patterns-with-novel-periodicity-measures"> paper </a> | <a href="http://www.philippe-fournier-viger.com/spmf/">code and datasets</a> | <a href="https://www.intechopen.com/chapter/bibtex/53394">bib</a> ]<br>
</p>
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<h5> 4.C. </h5>
</div>
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<h5>FHM+: Faster High-Utility Itemset Mining Using Length Upper-Bound Reduction</h5>
<p class="info">Philippe Fournier-Viger, Jerry Chun-Wei Lin, <em class="author">Quang-Huy Duong</em>, Thu-Lan Dam<br>
<em class="conf"><a href="https://link.springer.com/book/10.1007/978-3-319-42007-3">IEA/AIE 2016 </a></em>
[<a href="https://link.springer.com/chapter/10.1007/978-3-319-42007-3_11"> paper </a> | <a href="http://www.philippe-fournier-viger.com/spmf/">code and datasets</a> | <a href="https://dblp.uni-trier.de/rec/bibtex/conf/ieaaie/Fournier-VigerL16">bib</a> ]<br>
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<div class="one column">
<h5> 3.C. </h5>
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<div class="eleven columns" style="margin-bottom: 8px;">
<h5>PHM: mining periodic high-utility itemsets</h5>
<p class="info">Philippe Fournier-Viger, Jerry Chun-Wei Lin, <em class="author">Quang-Huy Duong</em>, Thu-Lan Dam<br>
<em class="conf"><a href="https://link.springer.com/book/10.1007/978-3-319-41561-1">Industrial Conference, ICDM 2016</a></em>
[<a href="https://link.springer.com/chapter/10.1007/978-3-319-41561-1_6"> paper </a> | <a href="http://www.philippe-fournier-viger.com/spmf/">code and datasets</a> | <a href="https://dblp.uni-trier.de/rec/bibtex/conf/incdm/Fournier-VigerL16">bib</a> ]<br>
</p>
<em class="award"> Nominated for best paper award (one of the three finalists)</em>
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<div class="one column">
<h5> 2.J. </h5>
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<div class="eleven columns" style="margin-bottom: 8px;">
<h5>An efficient algorithm for mining the top-k high utility itemsets, using novel threshold raising and pruning strategies </h5>
<p class="info"><em class="author"> Quang-Huy Duong</em>, Bo Liao, Philippe Fournier-Viger, Thu-Lan Dam<br>
<em class="conf"><a href="https://www.journals.elsevier.com/knowledge-based-systems">Knowledge-Based Systems.</a></em>
[<a href="https://www.sciencedirect.com/science/article/abs/pii/S0950705116300582"> paper </a> | <a href="https://bitbucket.org/l33ts/">code and datasets</a> | <a href="https://dblp.uni-trier.de/rec/bibtex/journals/kbs/DuongLFD16">bib</a> ]<br>
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<h5>1.J. </h5>
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<h5>An efficient algorithm for mining top-rank-k frequent patterns</h5>
<p class="info">Thu-Lan Dam, KenLi Li, Philippe Fournier-Viger, <em class="author"> Quang-Huy Duong </em><br>
<em class="conf"><a href="https://link.springer.com/journal/10489">Applied Intelligence.</a></em>
[<a href="https://link.springer.com/article/10.1007/s10489-015-0748-9"> paper </a> | <a href="https://bitbucket.org/l33ts/">code and datasets</a> | <a href="https://dblp.uni-trier.de/rec/bibtex/journals/apin/DamLFD16">bib</a> ]<br>
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<p></p><h1><span>Awards</span></h1><p></p>
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<ul>
<li> <h6>National award in Mathematics for high school student</h6>, 1999 </li>
<li> <h6>Full CSC Scholarship for Master degree</h6>, Sep, 2014 - Nov, 2016 </li>
<li> <h6>PhD Fellowship</h6>, March, 2017 - March, 2021 </li>
<li> <h6>Travel Grant</h6>, Nov 2019 </li>
<li> <h6>Selected for Best Papers of the Industrial Conference on Data Mining</h6> 2016</li>
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<p></p><h1><span>Teaching Experience</span></h1><p></p>
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<h6>Teaching Assistant of TDT4310 - Intelligent Text Analytics and Language Understanding,</h6> Spring 2018, Spring 2019 [ <a href="https://www.ntnu.edu/studies/courses/TDT4310#tab=omEmnet">www</a> ]
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<p></p><h1><span>Graduate Coursework</span></h1> <p></p>
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<h6>DT8116 - Web Mining</h6> Spring 2017
[ <a href="https://www.ntnu.edu/studies/courses/DT8116">www</a> ]
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<h6>DT8801 - Advance Database Systems</h6> Spring 2017
[ <a href="https://www.ntnu.edu/studies/courses/DT8801">www</a> ]
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<h6>DT8122 - Probabilistic Artificial Intelligence</h6> Spring 2019
[ <a href="https://www.ntnu.edu/studies/courses/DT8122">www</a> ]
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<p></p><h1><span>Invited Reviewer for</span></h1> <p></p>
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<h6>Knowledge-Based Systems, Artificial Intelligence Review, Information Sciences, DMIN</h6>
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