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<!DOCTYPE HTML>
<html lang="en">
<head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8">
<script async src="https://www.googletagmanager.com/gtag/js?id=UA-102766803-2"></script>
<script>
window.dataLayer = window.dataLayer || [];
function gtag(){dataLayer.push(arguments);}
gtag('js', new Date());
gtag('config', 'UA-102766803-2');
</script>
<title>Xinle Cheng</title>
<link rel="stylesheet" type="text/css" href="stylesheet.css">
<link href="css/bootstrap.min.css" rel="stylesheet" media="screen">
<link rel="stylesheet" href="https://maxcdn.bootstrapcdn.com/bootstrap/3.4.1/css/bootstrap.min.css">
<script src="https://ajax.googleapis.com/ajax/libs/jquery/3.5.1/jquery.min.js"></script>
<script src="https://maxcdn.bootstrapcdn.com/bootstrap/3.4.1/js/bootstrap.min.js"></script>
<meta name="author" content="Xinle Cheng">
<meta name="viewport" content="width=device-width, initial-scale=1">
<meta name="Description" content="Xinle Cheng | Undergraduate@Peking University | Machine Learning Systems">
<meta name="keywords" content="Xinle Cheng, Peking University, Machine Learning Systems">
<!-- <link rel="stylesheet" type="text/css" href="stylesheet.css"> -->
<link rel="icon" type="image/png" href="images/yuzi.jpg">
</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:20%;max-width:20%">
<a href="images/MEEE.jpg"><img style="width:100%;max-width:100%" alt="profile photo" src="images/MEEE.png" class="img-circle"></a>
</td>
<td style="padding:2.5%;width:60%;vertical-align:middle">
<p style="text-align:center">
<h1 style="text-align:center"><name>Xinle Cheng</name></h1>
</p>
<p style="text-align:center">
 | 
<a href="#interests" onclick=Expand("interests")>Research Interests</a>
 | 
<a href="#news" onclick=Expand("news")>News</a>
 | 
<a href="#publications" onclick=Expand("publications")>Publications</a>
 | 
<a href="mailto:adacheng@stu.pku.edu.cn">Contact</a>
 | 
</p>
<p style="text-align:center"> <strong>Email:</strong> adacheng [at] stu [dot] pku [dot] edu [dot] cn </p>
<p></p>
<p style="text-align:center"><strong>"Wir müssen wissen, wir werden wissen."</strong> --<a href="https://en.wikipedia.org/wiki/David_Hilbert" target="_blank">David Hilbert</a></p>
<p></p>
</td>
<td style="padding:2.5%;width:10%;max-width:10%">
</tr>
</tbody></table>
<!-- About section, quick links -->
<table 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:63%;vertical-align:middle">
<p>I am an undergraduate student at
<a href="https://www.pku.edu.cn/" target="_blank">Peking University</a>, majoring in Computer Science. Currently, I have the privilege of working with Prof. <a href="https://www.cs.cmu.edu/~zhihaoj2/" target="_blank">Zhihao Jia</a>
at CMU's <a href="https://catalyst.cs.cmu.edu/" target="_blank">Catalyst</a> as a research intern.
</p>
<p>
Previously, I worked with Prof. <a href="https://dihe-pku.github.io/" target="_blank">Di He</a> on exciting projects on Large Language Models.
Before that, I interned at <a href="https://pku.ai/" target="_blank">CoRe Lab</a> under the guidance of Prof. <a href="https://yzhu.io/" target="_blank">Yixin Zhu</a>, focusing on geometric deep learning.
</p>
<p>
I am seeking a Ph.D. position in the area of Machine Learning Systems for <strong>Fall 2025</strong>.
</p>
<p>
Feel free to drop me an
<a href="mailto:adacheng@stu.pku.edu.cn" target="_blank">e-mail</a>
if you would like to connect!
</p>
<p style="text-align:center">
 ~ 
<a href="mailto:adacheng@stu.pku.edu.cn" target="_blank">Email</a>  | 
<a href="https://scholar.google.com/citations?user=9RJdEXMAAAAJ" target="_blank" >Google Scholar</a>  | 
<a href="https://github.com/ada-cheng" target="_blank" >GitHub</a>  | 
<a href="https://x.com/XinleC295" target="_blank">Twitter</a>
 ~ 
</p>
</td>
<!-- <td style="padding:2.5%;width:30%;max-width:30%">
</td> -->
</tr>
</tbody>
</table>
<hr class="soft">
<!-- Research Interests -->
<button style="border:0px transparent; background-color: transparent;outline:none;" type="button" class="collapsible" data-toggle="collapse" data-target="#content-interests" id="interests"><heading>Research Interests</heading></button>
<div id="content-interests" class="collapse in">
<div style="padding:10px; width:100%; margin-right:auto; margin-left:auto;">
<p>I am passionate about machine learning and systems.</p>
<p>• As for machine learning, I focus on Generative AI such as Large Language Models and Diffusion Models. </p>
<p>• As for systems, I am interested in building efficient and scalable systems for machine learning applications.</p>
<p> I am enthusiastic about contributing to the synergy between these fields. </p>
</div>
<hr class="soft">
<!-- News -->
<!-- <br> -->
<button style="border:0px transparent; background-color: transparent;outline:none;"type="button" class="collapsible" data-toggle="collapse" data-target="#content-news" id="news"><heading>News</heading></button>
<!-- <div class="container"> -->
<div id="content-news" class="collapse in">
<!-- <div class="scroll"> -->
<table border=0 class="bg_colour" style="padding:10px;width:100%;border:0px;border-spacing:0px;border-collapse:separate;margin-right:auto;margin-left:auto;"><tbody>
<tr>
<td>
<p style="color:darkblue; display:inline">July '24  </p>
</td>
<td>
Paper accepted at <a href="https://eccv2024.ecva.net/" target="_blank">ECCV 2024</a>, see you in Milan!
</td>
</tr>
<tr>
<td>
<p style="color:darkblue; display:inline">Jan '24  </p>
</td>
<td>
I was a Conference Reviewer for <a href="https://cvpr2023.thecvf.com/" target="_blank">CVPR 2024</a>!
</td>
</tr>
</tbody></table>
<!-- </div> -->
<!-- </div> -->
</div>
<hr class="soft">
<!-- Publications -->
<button style="border:0px transparent; background-color: transparent;outline:none;"type="button" class="collapsible" data-toggle="collapse" data-target="#content-publications" id="publications"><heading>Publications</heading></button>
<div id="content-publications" 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 style="padding:0px;width:100%;vertical-align:middle">
<div style="display:flex; align-items:top; margin-bottom:10px;">
<img src="images/img_fmap.png" alt="Image FMap" style="width:160px; height:140px; object-fit:cover; margin-right:20px;">
<div>
<p>
<papertitle>Zero-Shot Image Feature Consensus with Deep Functional Maps</papertitle>
<br>
Xinle Cheng, Congyue Deng†, Adam Harley, Yixin Zhu†, Leonidas Guibas† (†corresponding author)
<br>
<em>European Conference on Computer Vision (ECCV), 2024</em> [<a href="https://arxiv.org/abs/2403.12038" target="_blank">paper</a>]
</p>
</div>
</div>
</td>
</tr>
</tbody></table>
<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 style="padding:0px;width:100%;vertical-align:middle">
<div style="display:flex; align-items:top; margin-bottom:10px;">
<img src="images/rto.png" alt="RTO" style="width:160px; object-fit:cover; margin-right:20px;">
<div>
<p>
<papertitle>DPO Meets PPO: Reinforced Token Optimization for RLHF</papertitle>
<br>
Han Zhong*, Guhao Feng*, Wei Xiong*, Xinle Cheng, Li Zhao, Di He, Jiang Bian, Liwei Wang
<br>
<em>ICML'24 Workshop MHFAIA</em> [<a href="https://arxiv.org/abs/2404.18922" target="_blank">paper</a>]
</p>
</div>
</div>
</td>
</tr>
</tbody></table>
</div>
<hr class="soft">
<!-- Misc -->
<button style="border:0px transparent; background-color: transparent;outline:none;"type="button" class="collapsible" data-toggle="collapse" data-target="#content-misc" id="misc"><heading>Misc.</heading></button>
<div id="content-misc" class="collapse in">
<div style="padding:10px; width:100%; margin-right:auto; margin-left:auto;">
<p> I have a passion for enjoying delicious food and watching musicals. My current favorite musical is <a href="https://mckittrickhotel.com/events/sleep-no-more/">Sleep No More</a>.</p>
</div>
</div>
<hr class="soft">
</td>
</tr>
<tr>
<td>
<p>This template is a modification to Jon Barron's <a href="https://jonbarron.info/" target="_blank">website</a>. </p>
</td>
</tr>
<tr>
<td>
<p></p>
</td>
</tr>
</table>
</body>
</html>