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<!DOCTYPE HTML>
<html lang="en">
<head>
<meta http-equiv="Content-Type" content="text/html; charset=UTF-8">
<!-- Google Analytics -->
<!-- Google tag (gtag.js) -->
<script async src="https://www.googletagmanager.com/gtag/js?id=G-25SQ2RTYH6"></script>
<script>
window.dataLayer = window.dataLayer || [];
function gtag(){dataLayer.push(arguments);}
gtag('js', new Date());
gtag('config', 'G-25SQ2RTYH6');
</script>
<title>Zhuofu Chen</title>
<link rel="stylesheet" type="text/css" href="stylesheet.css">
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<script src="https://ajax.googleapis.com/ajax/libs/jquery/3.5.1/jquery.min.js"></script>
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<meta name="author" content="Zhuofu Chen">
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<meta name="Description" content="Zhuofu Chen | BS @ Tongji Univ.">
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<style>
.underline-effect {
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content: "";
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z-index: -1; /* Ensures it stays behind the text */
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</style>
</head>
<body class="bg_colour">
<table border=0 class="bg_colour"
style="width:100%;max-width:800px;border:0px;border-spacing:0px;border-collapse:separate;margin-right:auto;margin-left:auto;">
<tbody>
<tr style="padding:0px">
<td style="padding:0px">
<!-- Name tab -->
<table border=0 class="bg_colour"
style="width:100%;border:0px;border-spacing:0px;border-collapse:separate;margin-right:auto;margin-left:auto;">
<tbody>
<tr style="padding:0px">
<td style="padding:2.5%;width:40%;max-width:30%">
<a href="images/self.jpg"><img style="width:100%;max-width:100%"
alt="profile photo" src="images/self.jpg" class="hoverZoomLink"></a>
</td>
<td style="padding:2.5%;width:60%;vertical-align:middle">
<p style="text-align:center">
<h1 style="text-align:center">
<span class="underline-effect">Zhuofu Chen</span>
</h1>
</p>
<!-- Self Introduction -->
<p>
Hi there! I am an undergraduate student at Tongji University, enrolled in Computer Science Elite Class 2021.
Currently, I am fortunate to work with Prof. <a href="https://www.cs.cmu.edu/~zhihaoj2/" target="_blank">Zhihao Jia</a>
at CMU <a href="https://catalyst.cs.cmu.edu/" target="_blank">Catalyst</a> as a research intern.
</p>
<p>
Previously, I also had a wonderful time as an undergraduate researcher
advised by Prof. <a href="https://ipads.se.sjtu.edu.cn/pub/members/xingda_wei" target="_blank">Xingda Wei</a>
and Prof. <a href="https://ipads.se.sjtu.edu.cn/pub/members/rong_chen" target="_blank">Rong Chen</a>
at SJTU <a href="https://ipads.se.sjtu.edu.cn/start" target="_blank">IPADS</a>.
My research journey began at Tongji University, under the mentorship of
Prof. <a href="https://see.tongji.edu.cn/info/1376/10295.htm" target="_blank">Zhijun Ding</a>,
where I first found my aspiration to become a system <a href="https://www.usenix.org/system/files/1311_05-08_mickens.pdf" target="_blank">'watchman'</a>.
</p>
<p>
I'm also looking for a Ph.D. position in the area of systems in <strong>2025 Fall</strong>.
</p>
<p style="text-align:center">
 ~ 
<a href="mailto:aetiurf@gmail.com" target="_blank">Email</a>  | 
<a href="data/resume.pdf" target="_blank">CV</a>  | 
<a href="https://github.com/chenzhuofu" target="_blank">Github</a>
 | 
<a href="index.html"
target="_blank">Scholar</a>
 ~ 
</p>
</td>
</tr>
</tbody>
</table>
<hr class="soft">
<!-- Interests -->
<table style="width:100%;border:0px transparent;border-spacing:0px;border-collapse:separate;margin-right:auto;margin-left:auto;" id="interests">
<tbody>
<tr>
<td style="padding:20px;width:100%;vertical-align:middle">
<heading style="display:block; margin-bottom:10px;">
<span class="underline-effect">Interests</span>
</heading>
<p>
My general purpose is to redesign next-generation datacenter/cloud operating systems to
bridge the gap between evolving hardware and emerging needs of software,
with a current focus on <strong>serving machine learning workloads and supporting compound AI systems</strong>.
</p>
</td>
</tr>
</tbody>
</table>
<hr class="soft">
<!-- News -->
<!-- <table style="width:100%;border:0px transparent;border-spacing:0px;border-collapse:separate;margin-right:auto;margin-left:auto;" id="news">
<tbody>
<tr>
<td style="padding:20px;width:100%;vertical-align:middle">
<heading style="display:block; margin-bottom:10px;">News</heading>
<div style="display:flex;align-items:flex-start;">
<div style="min-width:60px; color:darkblue; margin-right:10px; white-space:nowrap;">Sept '20</div>
<span style="display:block; overflow-wrap:break-word;">
Started to study as a master student in Computer Science at
<a href="https://ethz.ch/de.html" target="_blank">ETH Zürich.</a>
aaaaaaaaaaaaaaaaa asdsadsadsadsadsadas asd
</span>
</div>
</td>
</tr>
</tbody>
</table>
<hr class="soft"> -->
<!-- Experience -->
<!-- <table style="width:100%;border:0px transparent;border-spacing:0px;border-collapse:separate;margin-right:auto;margin-left:auto;" id="experience">
<tbody>
<tr>
<td style="padding:20px;width:100%;vertical-align:middle">
<heading style="display:block; margin-bottom:10px;">Experience</heading>
<p>
<papertitle style="color:gray"><big>Research Intern</big></papertitle>
<papertitle><big> | Institute of Parallel and Distributed Systems, Shanghai Jiao Tong University</big></papertitle>
<br>
Aug '21 - Present
<br>
blahblah.
</p>
</td>
</tr>
</tbody>
</table>
<hr class="soft"> -->
<!-- Publications -->
<table style="width:100%;border:0px transparent;border-spacing:0px;border-collapse:separate;margin-right:auto;margin-left:auto;" id="publications">
<tbody>
<tr>
<td style="padding:20px;width:100%;vertical-align:middle">
<div style="display:flex; align-items:baseline; margin-bottom:10px;">
<heading style="margin-right:10px;">
<span class="underline-effect">Publications</span>
</heading>
<div style="font-size:100%;">(* indicates equal contribution)</div>
</div>
<p>
<papertitle>AdaServe: SLO-Customized LLM Serving with Fine-Grained Speculative Decoding</papertitle>
<br>
Zikun Li*, 
<strong>Zhuofu Chen*</strong>, 
Remi Delacourt, 
Gabriele Oliaro, 
Zeyu Wang, 
Qinghan Chen, 
Shuhuai Lin, 
April Yang, 
Zhihao Zhang, 
Zhuoming Chen, 
Sean Lai, 
Xupeng Miao, 
Zhihao Jia 
<br>
<em>under review.</em>
[<a href="https://arxiv.org/pdf/2501.12162" target="_blank">paper</a>]
[<a href="https://github.com/flexflow/flexflow-serve/tree/specscheduler" target="_blank">code</a>]
<br>
<font color="gray">Large language model serving; SLO customization; Speculative decoding.</font>
<br>
</p>
<p>
<papertitle>Characterizing Network Requirements for GPU API Remoting in AI Applications</papertitle>
<br>
Tianxia Wang*, 
<strong>Zhuofu Chen*</strong>, 
Xingda Wei, 
Jinyu Gu, 
Rong Chen, 
Haibo Chen 
<br>
<em>under review.</em>
[<a href="https://arxiv.org/pdf/2401.13354" target="_blank">paper</a>]
[<a href="https://github.com/SJTU-IPADS/PhoenixOS-Remoting" target="_blank">code</a>]
<br>
<font color="gray">GPU disaggregation; Transparent API remoting; Proxy Optimization.</font>
<br>
</p>
<p>
<papertitle>TidalDecode: Fast and Accurate LLM Decoding with Position Persistent Sparse Attention</papertitle>
<br>
Lijie Yang*, 
Zhihao Zhang*, 
<strong>Zhuofu Chen</strong>, 
Zikun Li, 
Zhihao Jia 
<br>
<em>International Conference on Learning Representations (ICLR)</em>, 2025.
[<a href="https://arxiv.org/pdf/2410.05076" target="_blank">paper</a>]
[<a href="https://github.com/DerrickYLJ/TidalDecode" target="_blank">code</a>]
<br>
<font color="gray">Sparse attention; Efficient decoding.</font>
<br>
</p>
<!-- <p>
<a href="https://openreview.net/forum?id=PzcvxEMzvQC" target="_blank"><papertitle>GeoDiff: a Geometric Diffusion Model for Molecular Conformation Generation</papertitle></a>
<br>
<strong>Minkai Xu</strong>, 
Lantao Yu, 
Yang Song, 
Chence Shi, 
Stefano Ermon, 
Jian Tang 
<br>
<em>International Conference on Learning Representations (ICLR)</em>, 2022.
<br>
<font color="red"><em><strong>Oral Presentation [54/3391]</strong></em></font>
<br>
<font color="gray">Geometric probabilistic models; Markov chains; SE(3)-equivariance; denoising diffusion.</font>
<br>
</p> -->
</td>
</tr>
</tbody>
</table>
<hr class="soft">
<!-- Projects -->
<!-- <button style="border:0px transparent; background-color: transparent;outline:none;" type="button"
class="collapsible" data-toggle="collapse" data-target="#content-projects" id="projects">
<heading>System Hacking Experience</heading>
</button>
<div id="content-projects" class="collapse in">
<table border=0 class="bg_colour"
style="padding:20px;width:100%;border:0px;border-spacing:0px;border-collapse:separate;margin-right:auto;margin-left:auto;">
<tbody>
<tr>
<td>
<a href="https://barrelfish.org/" target="_blank"> Barrelfish OS
</a>
</td>
</tr>
<tr>
<td>
<a href="https://flexflow.ai/" target="_blank"> FlexFlow
</a>
</td>
</tr>
<tr>
<td>
Under Construction...
</td>
</tr>
</tbody>
</table>
</div>
<hr class="soft"> -->
</td>
</tr>
<tr>
<td style="padding:0px">
<p font-size:small;>
<div style="float:left;">
Updated at Nov. 2024
</div>
<div style="float:right;">
This web is a modification to
<a href="https://rishabkhincha.github.io/" target="_blank">Rishab Khincha's</a>
</div>
<br>
<br>
</p>
</td>
</tr>
<tr>
<td>
<p></p>
</td>
</tr>
</table>
</body>
</html>