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publications.html
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<!DOCTYPE html PUBLIC "-//W3C//DTD XHTML 1.1//EN"
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<title>Publications</title>
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<body>
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<table summary="Table for page layout." id="tlayout">
<tr valign="top">
<td id="layout-menu">
<div class="menu-category">About</div>
<div class="menu-item"><a href="index.html">Home</a></div>
<div class="menu-item"><a href="biography.html">Biography</a></div>
<div class="menu-item"><a href="aboutme.html">Personal</a></div>
<div class="menu-category">Research</div>
<div class="menu-item"><a href="research.html">Overview</a></div>
<div class="menu-item"><a href="publications.html" class="current">Publications</a></div>
<div class="menu-item"><a href="student-opportunities.html">Student Opportunities</a></div>
<div class="menu-item"><a href="mentees.html">Mentees</a></div>
<div class="menu-category">Links</div>
<div class="menu-item"><a href="recent.html">Overview</a></div>
<div class="menu-category">Teaching</div>
<div class="menu-item"><a href="teaching-past.html">Overview</a></div>
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<div id="toptitle">
<h1>Publications</h1>
</div>
<h2>Papers</h2>
<dl>
<dt><b>Safer Illinois and RokWall: Privacy Preserving University Health Apps for COVID-19</b></dt>
<dd><p>
Vikram Sharma Mailthody, James Wei, Nicholas Chen, Mohammad Behnia, Ruihao Yao, Qihao Wang, Vedant Agrawal, Churan He, Lijian Wang, Leihao Chen, Amit Agarwal, Edward Richter, Wen-Mei Hwu, Christopher W. Fletcher, Jinjun Xiong, Andrew Miller, and Sanjay Patel
<i>Proceedings of NDSS CoronaDef 2021</i><br />
<a href="publications/paper/paper-rokwall-ndss21.pdf">[paper]</a> <a href="publications/bib/bib-rokwall-ndss21.bib">[bibtex]</a> <a href="publications/slides/slides-rokwall-ndss21.pptx">[slides]</a> <a href="https://github.com/rokwire/safer-illinois-app">[code]</a> <a href="https://www.youtube.com/watch?v=pZOvRl6Yu2U">[video]</a> </p></dd>
</dl>
<dl>
<dt><b>I-BERT: Inductive Generalization of Transformer to Arbitrary Context Lengths</b></dt>
<dd><p>
Hyoungwook Nam, Seung Byum Seo, Vikram Sharma Mailthody, Noor Michael, Lan Li <br />
<i>Arxiv June 2020</i><br />
<a href="publications/paper/paper-ibert-arxiv.pdf">[paper]</a> <a href="publications/bib/bib-ibert-arxiv.bib">[bibtex]</a> </p></dd>
</dl>
<dl>
<dt><b>EMOGI: Efficient Memory-access for Out-of-memory Graph-traversal In GPUs</b></dt>
<dd><p>
Seung Won Min, Vikram Sharma Mailthody, Zaid Qureshi, Jinjun Xiong, Eiman Ebrahimi, and Wen-mei Hwu. <br />
<i>Proceedings of VLDB 2020</i><br />
<a href="publications/paper/paper-emogi-vldb21.pdf">[paper]</a> <a href="publications/bib/bib-emogi-vldb.bib">[bibtex]</a> <a href="https://github.com/illinos-impact/EMOGI">[code]</a></p></dd>
</dl>
<dl>
<dt><b>Tearning Down The Memory Wall</b></dt>
<dd><p>
Zaid Qureshi*, Vikram Sharma Mailthody*, Seung Won Min*, I-Hsin Chung, Jinjun Xiong, and Wen-mei Hwu. <br />
<i>TECHCON’20</i> <br />
<a href="publications/paper/paper-erudite-arxiv.pdf">[paper]</a> <a href="publications/bib/bib-erudite-arxiv.bib">[bibtex]</a> </p></dd>
</dl>
<dl>
<dt><b>DeepStore: In-Storage Acceleration for Intelligent Queries</b></dt>
<dd><p>
Vikram Sharma Mailthody*, Zaid Qureshi*, Weixin Liang, Ziyan Feng, SimonGarcia de Gonzalo, Youjie Li, Hubertus Franke, Jinjun Xiong, Jian Huang, and Wen-mei Hwu. <br />
<i>MICRO’19</i> <b></b><b>(acceptance rate: 79/344 = 22.9%)</b><b></b><br />
<a href="publications/paper/paper-deepstore-micro19.pdf">[paper]</a> <a href="publications/slides/slides-deepstore-micro19.pptx">[slides]</a> <a href="publications/poster/poster-deepstore-micro19.pdf">[poster]</a> <a href="https://www.youtube.com/watch?v=tARba2y9iH8">[Lightning Talk]</a> <a href="publications/bib/bib-deepstore-micro19.bib">[bibtex]</a> </p></dd>
</dl>
<dl>
<dt><b>FlatFlash: Exploiting the Byte-Accessibility of SSDs Within a Unified Memory-Storage Hierarchy</b></dt>
<dd><p>
Ahmed Abulila, Vikram Sharma Mailthody, Zaid Qureshi, Jian Huang, Nam Sung Kim, Jinjun Xiong, and Wen-mei Hwu. <br />
<i>ASPLOS’19</i> <b></b><b>(acceptance rate: 74/350 = 21.1%)</b><b></b><br />
<a href="publications/paper/paper-flatflash-asplos19.pdf">[paper]</a> <a href="publications/slides/slides-flatflash-asplos19.pptx">[slides]</a> <a href="publications/poster/poster-flatflash-asplos19.pdf">[poster]</a> <a href="https://www.youtube.com/watch?v=QTmGx9-lLvM">[Lightning Talk]</a> <a href="publications/bib/bib-flatflash-asplos19.bib">[bibtex]</a> </p></dd>
</dl>
<h2>Competition Papers and Posters</h2>
<dl>
<dt><b>At-scale Sparse Deep Neural Network with Efficient GPU implementation</b></dt>
<dd><p>
Mert Hidayetoglu, Carl Pearson, Vikram Sharma Mailthody, Eiman Ebrahimi, Jinjun Xiong, Rakesh Nagi, Wen-mei W Hwu. <br />
<i>HPEC’20 <b>SparseDNN Graph Challenge Championship Award</b></i><br />
<a href="publications/paper/paper-sparsednn-arxiv.pdf">[short paper]</a> <a href="publications/bib/bib-graphchallengektruss-hpec19.bib">[bibtex]</a> <a href="https://github.com/merthidayetoglu/SpDNN_Challenge2020">[code]</a></p></dd>
</dl>
<dl>
<dt><b>Update on k-truss Decomposition on GPU</b></dt>
<dd><p>
Mohammad Almasri, Omer Anjum, Carl Pearson, Zaid Qureshi, Vikram Sharma Mailthody, Rakesh Nagi, Jinjun Xiong, Wen-mei Hwu. <br />
<i>HPEC’19 <b>Student Innovation Award</b></i><br />
<a href="https://ieeexplore.ieee.org/document/8916285">[short paper]</a> <a href="publications/bib/bib-graphchallengektruss-hpec19.bib">[bibtex]</a></p></dd>
</dl>
<dl>
<dt><b>Update on Triangle Counting on GPU</b></dt>
<dd><p>
Carl Pearson, Mohammad Almasri, Omer Anjum, Vikram Sharma Mailthody, Zaid Qureshi, Rakesh Nagi, Jinjun Xiong, Wen-mei Hwu. <br />
<i>HPEC’19 <b>Graph Challenge Honorable Mention</b></i><br />
<a href="https://ieeexplore.ieee.org/document/8916547">[short paper]</a> <a href="publications/bib/bib-graphchallengetc-hpec19.bib">[bibtex]</a></p></dd>
</dl>
<dl>
<dt><b>Collaborative (CPU+ GPU) algorithms for triangle counting and truss decomposition</b></dt>
<dd><p>
Vikram Sharma Mailthody, Ketan Date, Zaid Qureshi, Carl Pearson, Rakesh Nagi, Jinjun Xiong, Wen-mei Hwu. <br />
<i>HPEC’18 <b>Graph Challenge Finalist</b></i><br />
<a href="https://ieeexplore.ieee.org/document/8547517">[short paper]</a> <a href="publications/poster/poster-graphchallenge-hpec18.pdf">[poster]</a> <a href="publications/bib/bib-graphchallenge-hpec18.bib">[bibtex]</a></p></dd>
</dl>
<dl>
<dt><b>Triangle Counting and Truss Decomposition using FPGA</b></dt>
<dd><p>
Sitao Huang, Mohamed El-Hadedy, Cong Hao, Qin Li, Vikram Sharma Mailthody, Ketan Date, Jinjun Xiong, Deming Chen, Rakesh Nagi, Wen-mei Hwu. <br />
<i>HPEC’18 <b>Student Innovation Award</b></i><br />
<a href="https://ieeexplore.ieee.org/document/8547536">[short paper]</a> <a href="publications/bib/bib-graphchallengefpga-hpec18.bib">[bibtex]</a></p></dd>
</dl>
<h2>Talks</h2>
<dl>
<dt><b>Technical Leadership Secrets</b>, BTC WiE GIS’20</dt>
<dd><p></p></dd>
<dt><b>Architecture Implications of Model Parallelism on Large GPT2</b>, NVIDIA’19</dt>
<dd><p></p></dd>
<dt><b>Efficient Triangle Counting on GPUs</b>, Boston, HPEC’18</dt>
<dd><p></p></dd>
</dl>
<h2>Patents</h2>
<dl>
<dt><b>A system and methodology for implementing a Unified Memory-Storage Architecture with Byte-Addressable SSD</b></dt>
<dd><p>
Ahmed Abulila, Vikram Sharma Mailthody, Zaid Qureshi, Jian Huang, Nam Sung Kim, Jinjun Xiong, Wen-Mei Hwu<br />
<i>US Patent No: US11074189.</i><br /></p></dd>
</dl>
<dl>
<dt><b>Systolic array of pipelined processing engines for implementing dynamic programming algorithms</b></dt>
<dd><p>
Saurabh Patil, Srajudheen Makkadayil, Rekha Manjunath, Tarjinder Singh, Vikram Sharma Mailthody, Intel Corporation<br />
<i>US Patent No: US11003620.</i><br /></p></dd>
</dl>
</td>
</tr>
</table>
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