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<!doctype html>
<html lang="en-US">
<head>
<meta charset="utf-8">
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<title>Bodun Hu</title>
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<header>
<div id="header-container">
<div id="header">
<div id="header-img">
<img src="./files/logo.png" alt="Profile picture for Bodun Hu." />
</div>
<div id="header-content">
<div class="header-block">
<h1>Bodun Hu</h1>
<h5>PhD Student<br> <a href="https://www.cs.utexas.edu/">Computer Science</a><br>
<a href="https://www.utexas.edu//">UT Austin</a> | <a href="https://utns.cs.utexas.edu/">UTNS</a> | <a href="https://www.cs.utexas.edu/research/systems-and-networking">UT Sys</a>
</h5>
</div>
<div class="header-block">
<div class="header-link"><i class="fa-solid fa-envelope fa-fw"></i>Email: bodunhu at utexas.edu</a></div><br>
<div class="header-link"><i class="fa-solid fa-location-dot fa-fw"></i>GDC 6.728E</a></div><br>
<div class="header-link">
<a href="./files/cv.pdf"><i class="fa-regular fa-file fa-fw"></i>CV</a>
<a href="https://twitter.com/bodunhu"><i class="fa-brands fa-x-twitter fa-fw"></i>Twitter</a>
<a href="https://www.bodunhu.com/blog"><i class="fa-solid fa-pen-to-square fa-fw"></i>Blog</a>
</div>
<br>
<div class="header-link">
<a href="https://github.com/BDHU">
<i class="fa-brands fa-github fa-fw"></i>GitHub</a>
<a href="https://scholar.google.com/citations?user=zR6afi8AAAAJ">
<i class="fa-brands fa-google-scholar fa-fw"></i>Google Scholar</a></div>
<br>
<!-- <div class="header-link"><a href="https://www.bodunhu.com/blog"><i class="fa-solid fa-pen-to-square fa-fw"></i>Blog</a></div> -->
<!-- <a href="https://www.semanticscholar.org/author/Eunsol-Choi/2890423"><i class="ai ai-semantic-scholar ai"></i>Semantic Scholar</a> -->
<!-- <br> -->
<a href="#teaching"> [teaching]</a>
<a href="#publications">[publication]</a>
<a href="#personal">[misc.]</a>
</div>
</div>
</div>
</div>
</header>
<div id="content">
<!-- <p>
My name is Bodun (though I usually go by Edward). I'm a PhD student at UT Austin, working in the UTNS lab with Aditya Akella and Atlas Wang. My research lies at the intersection of operating systems, network, and machine learning. I love building systems for ML and using ML to enhance systems.
</p>
<p>
Before my PhD, I worked with Christopher Rossbach on heterogeneous computing at SCEA lab, and with Simon Peter on programmable switches.
</p>
<p>
I have a MS and a BS in Computer Science from UT Austin, where I also worked on GPU benchmarking and enabling OS kernel access to accelerators.
Check out my blog for my latest projects and news.
</p> -->
<p class="small">
My name is Bodun (though I usually go by Edward). I'm a PhD student at UT Austin, working in the <a href="https://utns.cs.utexas.edu/">UTNS</a>
lab with <a href="https://www.cs.utexas.edu/~akella/">Aditya Akella</a>. My research lies at the intersection of machine learning, operating systems, and network. I love building systems for ML and using ML to enhance systems.
</p>
<p class="small">
Before my PhD, I worked with <a href="https://www.cs.utexas.edu/~rossbach/">Christopher Rossbach</a> on heterogeneous computing at SCEA lab, and with <a href="https://homes.cs.washington.edu/~simpeter/">Simon Peter</a> on programmable switches.
</p>
<p class="small">
I have a MS and a BS in Computer Science from UT Austin, where I also worked on GPU benchmarking and enabling OS kernel access to accelerators.
</p>
<!-- <p class="small">
Check out my blog for my latest projects and news.
</p> -->
<p class="small">
I am happy to collaborate with motivated undergrad and master students at UT.
I am also happy to answer questions about my research. If you are interested, please send me an email.
</p>
<p class="small">
<!-- <div id="content-scroll">
<ul class="interest-list">
<li><strong>Continual Learning and Knowledge Editing</strong>: While LMs retain vast amounts of world knowledge seen during pretraining, such knowledge can get outdated. I am interested in retrieval augmentation and updating parametric knowledge in LMs.</i>
<li><strong>Long-form Question Answering</strong>: Enabling systems to produce paragraph-level answers opens up possiblities to handle more complicated questions and provide more comprehensive answers. LFQA merges two challenging research areas -- information retrieval and text generation. Furthermore, we have to synthesize information from multiple documents.</li>
<li><strong>Human-LM Interaction</strong>: NLP systems are getting deployed fast and widely. I am interested in improving human interactions with LM, for example, how should we present information such that users will not be misled by plausible yet imperfect model predictions? The deployment of models also creates opportunities to <i>learn</i> from interaction with users.</li>
<li><strong>Spoken Language Processing</strong>: Spoken language exhibits richer prosodic features that are absent in written text. Can we build textless NLP system which can work on speech signals, opening doors to handle languages without written scripts? </li>
</ul>
</p>
</div> -->
<h3>News</h3>
<embed src="./news.html" width="100%" height="150px" overflow="hidden">
<!-- <h3 id="group">Research Group</h3>
<p class="small">I am fortunate to work with many talented students and collaborators. I don't have a group name, but my students like to play with naming my lab, such as (E)xplaining and (U)nderstanding (N)ature and (S)tructure/Synthesis (O)f (L)anguage. I typically look for 1-2 students each year. If you are interested in working with me, please apply to UT Austin <a href="https://www.cs.utexas.edu/graduate-program/phd-program">CS PhD or Masters program</a> and mention my name. Likely I won't be able to answer emails about individual admission inquiries. If you are already at UT, please email me with your CV and transcript. I currently <strong>do not</strong> take interns. </p>
<p class="small">The research at my lab has been supported by Google, Open Philanthrophy, CISCO, Sony, HomeDepot and NSF. Thank you!</p>
<ul class="member-list">
<li><span class='member-header'>Current</span></li>
<li><a href='https://www.cs.utexas.edu/~mjqzhang/'>Michael J.Q. Zhang</a><span class='member-meta'>CS PhD (Fa20-)</span></li>
<li><a href='https://ajd12342.github.io/'>Anuj Diwan</a> (w/ <a href='https://www.cs.utexas.edu/~harwath/'>David Harwarth)</a><span class='member-meta'>CS PhD (Fa21-)</span></li>
<li><a href="https://www.cs.utexas.edu/~fxu/">Fangyuan Xu</a><span class='member-meta'>CS PhD (Fa22-)</span></li>
<li><a href="https://timchen0618.github.io/">Hung-Ting Chen</a><span class='member-meta'>CS PhD (Fa23-)</span></li>
<li><a href="https://leo-liuzy.github.io">Leo Zeyu Liu</a> (w/ Greg Durrett)<span class='member-meta'>CS PhD (Fa23-)</span></li>
<li>Thom Lake (w/ Greg Durrett)<span class='member-meta'>CS PhD (Fa23-)</span></li>
<li><a href="https://atutej.github.io/">Atula Tejaswi Neerkaje</a><span class='member-meta'>CS Masters (Fa23-)</span></li>
<li><a href="https://shankarp8.github.io/">Shankar Padmanabhan</a><span class='member-meta'>UT Undergraduate (Fa22-)</span></li>
<li>Doeun Lee<span class='member-meta'>UT CS Undergraduate (Su23-)</span></li>
<li><a href="https://lilys012.github.io/">Yoonsang Lee</a><span class='member-meta'>Visiting Student (Fa23-)</span></li>
<li><a href="https://younghanstark.github.io/">Younghan Park</a><span class='member-meta'>Visiting Student (Fa23-)</span></li>
<li>Catherine Andersson<span class=member-meta>Admin Support</span></li>
</ul> -->
<h3 id="publications">Publications</h3>
<p class="small">* refers to equal contribution.</p>
<ul class="pub-list">
<!-- <li><span class='pub-header'>Preprint</span></li>
<li><a class="pub-title" href="https://arxiv.org/pdf/2404.03865">FFN-SkipLLM: A Hidden Gem for Autoregressive Decoding with Adaptive Feed Forward Skipping</a>, ArXiv 2024<br>
<span class="pub-authors">Ajay Jaiswal, <strong>Bodun Hu</strong>, Lu Yin, Yeonju Ro, Shiwei Liu, Tianlong Chen, Aditya Aeklla</span>
</li>
<li><a class="pub-title" href="https://arxiv.org/pdf/2310.18481">MOSEL: Inference Serving Using Dynamic Modality Selection</a>, ArXiv 2024<br>
<span class="pub-authors"><strong>Bodun Hu</strong>, Le Xu, Jeongyoon Moon, Neeraja J. Yadwadkar, Aditya Akella</span>
</li> -->
<!-- <li><span class='pub-header'>Peer-reviewed</span></li> -->
<li><a class="pub-title" href="https://arxiv.org/pdf/2404.18322">BlockLLM: Multi-tenant Finer-grained Serving for Large Language Models</a>, ArXiv<br>
<span class="pub-authors"><strong>Bodun Hu</strong>, Jiamin Li, Le Xu, Myungjin Lee, Akshay Jajoo, Geon-Woo Kim, Hong Xu, Aditya Akella</span>
</li>
<li><a class="pub-title" href="https://aclanthology.org/2024.emnlp-main.501.pdf">MOSEL: Inference Serving Using Dynamic Modality Selection</a>, EMNLP 2024<br>
<span class="pub-authors"><strong>Bodun Hu</strong>, Le Xu, Jeongyoon Moon, Neeraja J. Yadwadkar, Aditya Akella</span><br>
<a class="pub-extras" href="./files/mosel_poster.pdf">[poster]</a>
</li>
<li><a class="pub-title" href="https://arxiv.org/pdf/2404.03865">FFN-SkipLLM: A Hidden Gem for Autoregressive Decoding with Adaptive Feed Forward Skipping</a>, EMNLP 2024<br>
<span class="pub-authors">Ajay Jaiswal, <strong>Bodun Hu</strong>, Lu Yin, Yeonju Ro, Shiwei Liu, Tianlong Chen, Aditya Aeklla</span>
</li>
<li><a class="pub-title" href="https://dl.acm.org/doi/pdf/10.1145/3575693.3575697">Towards a Machine Learning-Assisted Kernel with LAKE</a>, ASPLOS 2023<br>
<span class="pub-authors">Henrique Fingler, Isha Tarte, Hangchen Yu, Ariel Szekely, <strong>Bodun Hu</strong>, Aditya Akella, Christopher J. Rossbach</span>
<br>
<a class="pub-extras" href="https://www.youtube.com/watch?v=JiYZIuTiuZg">[video]</a>
<a class="pub-extras" href="https://github.com/utcs-scea/LAKE">[code]</a>
</li>
<li><a class="pub-title" href="https://ieeexplore.ieee.org/document/9238617">Altis: Modernizing GPGPU Benchmarks</a>, ISPASS 2020<br>
<span class="pub-authors"><strong>Bodun Hu</strong>, Christopher J. Rossbach</span><br>
<a class="pub-extras" href="https://www.youtube.com/watch?v=mRkcmjGzytY">[video]</a>
<a class="pub-extras" href="https://github.com/utcs-scea/altis">[code]</a>
<a class="pub-extras" href="https://utcs-scea.github.io/altis/">[website]</a>
</li>
</ul>
<h3 id="teaching">Teaching</h3>
<!-- <p class="small">For questions related to course registrations, please contact the following email: undergrads: [email protected], For grads: [email protected]</p> -->
<ul class="teaching-list">
<li><a href="https://www.cs.utexas.edu/~akella/CS378/F24/index.html">Fall 2024: CS 378 System For Machine Learning and Big Data (undergrad)</a></li>
<li><a href="https://www.cs.utexas.edu/~simon/378/">Spring 2020: CS 378 Multicore Operating System Implementation (undergrad)</a></li>
</ul>
<!-- <h3 id="service">Service</h3>
<ul class="service-list">
<li>Workshop Co-chair, ACL 2024, AKBC 2021</li>
<li>Program Co-chair, AKBC 2022</li>
<li>Organizing Committee, Rising Stars in EECS 2022</li>
<li>Publicity Co-chair, EMNLP 2022</li>
<li>Senior Area Chair, EMNLP 2021,2, ACL 2023</li>
<li>Area Chair, EMNLP 2019, ACL 2020, EMNLP 2020, NeurIPS 2021 (benchmark track), ICML 2023, ICLR 2024</li>
<li>Action Editor, ARR</li>
<li>Standing Reviewer, TACL, CL, TMLR</li>
<li>Reviewer, ACL, EMNLP, NeurIPS, ICLR, ICML, AKBC, and some related workshops occassionally (please see my CV).</li>
<li>Workshop co-organizer, Workshop on Machine Reading for Question Answering, ACL 2018, EMNLP 2019, EMNLP 2021</li>
<li>Efficient QA Workshop, NeurIPS 2020</li>
<li>Faculty mentor, <a href="https://www.cs.utexas.edu/~gwc/">UT Graduate Women and Gender Minorities in Computing</a></li>
<li>Co-organizer, <a href="https://risingstars.utexas.edu/">Rising stars in EECS 2022</a> </li>
</ul> -->
<!-- <h3 id="alumni">Alumni</h3>
<ul class="member-list">
<li><a href='https://jifan-chen.github.io/'>Jifan Chen</a> (w/ <a href='https://www.cs.utexas.edu/~gdurrett/'>Greg Durrett</a>) <span class=member-meta> CS Ph.D Summer 2023 → Amazon AWS </span></li>
<li><a href='https://www.cs.utexas.edu/~yasumasa/'>Yasumasa Onoe</a> (w/ <a href='https://www.cs.utexas.edu/~gdurrett/'>Greg Durrett</a>) <span class='member-meta'> CS Ph.D Summer 2023 → Google Research</span></li>
<li>Anirudh Srinivasan<span class='member-meta'>CS Masters, 2022 → Tenstorrent Inc. </span></li>
<li>Hung-ting Chen<span class='member-meta'>CS Masters, 2022 → UT PhD</span></li>
<li>Pranav Atreya<span class='member-meta'>CS Undergrad Thesis, 2023 → Berkeley PhD</span></li>
<li>Abhilash Potluri<span class='member-meta'>CS Undergrad Thesis, 2022 → UIUC Masters</span></li>
<li>Rishi Salem (w/ <a href='https://www.cs.utexas.edu/~harwath/'>David Harwarth</a>)<span class='member-meta'>CS Masters Summer 2023</span></li>
</ul> -->
<h3 id="personal">Misc.</h3>
<audio id="korean" src="./files/pronun_korean.mp3"></audio>
<audio id="english" src="./files/pronun_english.mp3"></audio>
<p class="small">
My first name (波顿) is pronounced as /ˈboʊdən/. The website template is inspired by <a href="https://eunsol.github.io/" target="_blank">Eunsol Choi</a>.<br>
<br></p>
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<p>Last updated: May 2024</p>
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