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<!DOCTYPE HTML>
<!--
Ruifei He's Personal website
-->
<html>
<head>
<title>Ruifei He's Personal website</title>
<meta charset="utf-8" />
<meta name="viewport" content="width=device-width, initial-scale=1, user-scalable=no" />
<link rel="stylesheet" href="assets/css/main.css" />
</head>
<body class="is-preload">
<!-- Header -->
<header id="header">
<div class="inner">
<a href="#" class="image avatar"><img src="images/avatar.jpg" alt="" height="110" width="110" /></a>
<h1>
<strong>Ruifei He(何睿飞）</strong> <br />
undergraduate in Zhejiang University</br>
Major: Automation<br />
Advisor: <a href="https://person.zju.edu.cn/en/yongliu#837138">Prof. Yong Liu</a>
</h1>
</div>
<style>
li {
list-style-type: none;
}
</style>
<ul>
<li><a href="#top" class="small button"><strong>About</strong></a></li>
<li><a href="#two" class="small button"><strong>Recent work</strong></a></li>
<li><a href="#three" class="small button"><strong>Coursework</strong></a></li>
<li><a href="#four" class="small button"><strong>News!</strong></a></li>
</ul>
</header>
<!-- Main -->
<div id="main">
<!-- One -->
<section id="one">
<header class="major">
<h1>About</h1>
<h3><a href="pdfs/CV_Ruifei He.pdf">CV</a> </h3>
<!-- <h3><a href="pdfs/Research_Statement.pdf">Research Statement</a></h3> -->
</header>
<p>
I'm currently a 4th-year undergraduate student at ZJU's Control Science and Engineering Department,
and a member of the Advanced Perception on Robotics and Intelligent Learning <a href="https://april.zju.edu.cn/">(April)</a> Lab.
I'm also at <a href="http://ckc.zju.edu.cn/ckcen/main.psp">Chu Kochen Honors College's </a>mixed class.
My research interest lies in the areas of artificial intelligence and computer vision, with a focus on data-efficient learning (semi-/self-supervised learning) in applications such as semantic segmentation and optical flow estimation.
</p>
<p>
My academic performance has achieved excellent results throughout my undergraduate years.
My major ranking is 3/153,
<!-- has improved from 4/111(freshmen) to <strong>1/153(sophomore)</strong>, -->
with an average GPA of <strong>3.95/4.0 </strong> or <strong>91.25/100</strong> currently.
</p>
<p>
<strong>I'm highly motivated in conducting more in-depth research to figure out different issues in the field of computer vision. </strong>
Fortunately, I will start my Ph.D. journey in 2021 Fall at The University of Hong Kong, supervised by <a href="https://xjqi.github.io/">Prof. Xiaojuan Qi</a>.
My long-term goal is to dedicate myself into computer vision and being a researcher in this field.
</p>
<ul class="actions">
<li><a href="#two" class="button">Learn More</a></li>
</ul>
</section>
<!-- Two -->
<!--
<section id="two">
<h1>Recent work</h1>
<div class="row">
<article class="col-6 col-12-xsmall work-item">
<a href="images/fulls/01.jpg" class="image fit thumb"><img src="images/thumbs/01.jpg" alt="" /></a>
<h3>Magna sed consequat tempus</h3>
<p>Lorem ipsum dolor sit amet nisl sed nullam feugiat.</p>
</article>
<article class="col-6 col-12-xsmall work-item">
<a href="images/fulls/02.jpg" class="image fit thumb"><img src="images/thumbs/02.jpg" alt="" /></a>
<h3>Ultricies lacinia interdum</h3>
<p>Lorem ipsum dolor sit amet nisl sed nullam feugiat.</p>
</article>
<article class="col-6 col-12-xsmall work-item">
<a href="images/fulls/03.jpg" class="image fit thumb"><img src="images/thumbs/03.jpg" alt="" /></a>
<h3>Tortor metus commodo</h3>
<p>Lorem ipsum dolor sit amet nisl sed nullam feugiat.</p>
</article>
<article class="col-6 col-12-xsmall work-item">
<a href="images/fulls/04.jpg" class="image fit thumb"><img src="images/thumbs/04.jpg" alt="" /></a>
<h3>Quam neque phasellus</h3>
<p>Lorem ipsum dolor sit amet nisl sed nullam feugiat.</p>
</article>
<article class="col-6 col-12-xsmall work-item">
<a href="images/fulls/05.jpg" class="image fit thumb"><img src="images/thumbs/05.jpg" alt="" /></a>
<h3>Nunc enim commodo aliquet</h3>
<p>Lorem ipsum dolor sit amet nisl sed nullam feugiat.</p>
</article>
<article class="col-6 col-12-xsmall work-item">
<a href="images/fulls/06.jpg" class="image fit thumb"><img src="images/thumbs/06.jpg" alt="" /></a>
<h3>Risus ornare lacinia</h3>
<p>Lorem ipsum dolor sit amet nisl sed nullam feugiat.</p>
</article>
</div>
<ul class="actions">
<li><a href="#" class="button">Full Portfolio</a></li>
</ul>
</section>
-->
<!-- my added Two -->
<section id="two">
<h1>Recent work</h1>
<div class="row homepage-row">
<div class="pub-img">
<img src="images/optical_flow.png" height="200" width="450">
</div>
<div class="pub-content">
<div>
<div class="pub-title" , style="white-space:nowrap;"><strong>(CVPR20)Learning by Analogy: Reliable Supervision from Transformations for Unsupervised Optical Flow Estimation.</strong></div>
<div style="white-space:nowrap;">
Liang Liu, Jiangning Zhang, <strong>Ruifei He</strong>, Yong Liu, Yabiao Wang, Ying Tai, Donghao Luo, Chengjie Wang, Jilin Li, Feiyue Huang
</div>
<div>Instructor: <a href="https://person.zju.edu.cn/en/yongliu#837138">Prof. Yong Liu</a></div>
<div>
[<a href="https://arxiv.org/pdf/2003.13045.pdf">paper</a>]
[<a href="https://github.com/lliuz/ARFlow">code</a>]
</div>
</div>
</div>
</div>
<hr />
<div class="row homepage-row">
<div class="pub-img">
<img src="images/edge.png" height="180" width="450">
</div>
<div class="pub-content">
<div>
<div class="pub-title"><strong>Research on artificial intelligence algorithm of edge computing.</strong></div>
<div>Co-work with Zizhang Li and Jintao Lu</div>
<div>Instructor: <a href="https://person.zju.edu.cn/en/yongliu#837138">Prof. Yong Liu</a></div>
<div>
[<a href="https://github.com/RuiFeiHe/Course_work_Bank/blob/master/edge_computing.pdf">report</a>]
[<a href="https://github.com/RuiFeiHe/Course_work_Bank/blob/master/edge_computing.ppt">slides</a>]
</div>
</div>
</div>
</div>
</section>
<!-- my added Three -->
<section id="three">
<h1>Course Projects</h1>
<p><strong>These projects mainly represent my undergraduate work.</strong></p>
<div class="row homepage-row">
<div class="pub-img">
<img src="images/VROOM.png" height="200" width="450">
</div>
<div class="pub-content">
<div>
<div class="pub-title"><strong>VROOM: Interactive rendering virtual environment with binocular vision.</strong></div>
<div>Course Project, CS 21120970 Mixed Reality, 2019 Winter. Instructor: <a href="https://person.zju.edu.cn/en/0093140#877683">Prof. Hujun Bao</a></div>
<div>
[<a href="https://youtu.be/lPWbokYvWAI">demo</a>]
[<a href="https://github.com/RuiFeiHe/VROOM">code</a>]
</div>
</div>
</div>
</div>
<hr />
<div class="row homepage-row">
<div class="pub-img">
<img src="images/Eigenface_new.png" height="220" width="450">
</div>
<div class="pub-content">
<div>
<div class="pub-title"><strong>Eigenface: face recognition and rebuild using Eigenvalue decomposition.</strong></div>
<div>Course Project, CS 21191070 Computer Vision, 2019 Winter. Instructor: <a href="https://person.zju.edu.cn/en/msong#669081">Prof. Mingli Song</a></div>
<div>
[<a href="https://github.com/RuiFeiHe/Eigenface">code</a>]
</div>
</div>
</div>
</div>
<hr />
<div class="row homepage-row">
<div class="pub-img">
<img src="images/math_model_new.png" height="140" width="450">
</div>
<div class="pub-content">
<div>
<div class="pub-title"><strong>Research on where to build charging stations and the quantity of charging piles.</strong></div>
<div>Co-work with Jintao Lu and Yuheng Zha</div>
<div>Course Project, EE 68190140 Mathematical Modeling & Simulating, 2019 Spring. Instructor: <a href="https://person.zju.edu.cn/en/jchen#772572">Prof. Jian Chen</a></div>
<div>
[<a href="https://github.com/RuiFeiHe/Course_work_Bank/blob/master/%E6%95%B0%E5%AD%A6%E5%BB%BA%E6%A8%A1%E6%8A%A5%E5%91%8A.pdf">report</a>]
[<a href="https://github.com/RuiFeiHe/Course_work_Bank/blob/master/%E6%95%B0%E5%AD%A6%E5%BB%BA%E6%A8%A1ppt.pptx">slides</a>]
</div>
</div>
</div>
</div>
<hr />
<div class="row homepage-row">
<div class="pub-img">
<img src="images/RobotNavigation.png" height="220" width="450">
</div>
<div class="pub-content">
<div>
<div class="pub-title"><strong>Robot Navigation: Augmented A* with feedback control.</strong></div>
<div>Co-work with Anqiao Li</div>
<div>Course Project, EE 86120080 Robotics, 2019 Fall. Instructor: <a href="https://person.zju.edu.cn/en/rongxiong#776514">Prof. Rong Xiong</a></div>
<div>
[<a href="https://youtu.be/lWqCUu9p5zg">demo</a>]
[<a href="https://github.com/RuiFeiHe/RobotNavigation">code</a>]
</div>
</div>
</div>
</div>
</section>
<!-- my added Four -->
<section id="four">
<h1>News!</h1>
<div class="field field-name-body field-type-text-with-summary field-label-hidden">
<div class="field-items">
<div class="field-item even" property="content:encoded">
<h3>Slides from recent talk</h3>
<ul>
<li><a href="https://github.com/RuiFeiHe/Course_work_Bank/blob/master/ofa.pptx" rel="nofollow">"Application Of Optical Flow"</a></li>
</ul>
</div>
</div>
<div class="field field-name-body field-type-text-with-summary field-label-hidden">
<div class="field-items">
<div class="field-item even" property="content:encoded">
<h3>Language test</h3>
<ul>
<li>My TOEFL scores (test date--8th December, 2019): 109 (R30 L29 S24 W26)</li>
</ul>
</div>
</div>
<div class="field field-name-body field-type-text-with-summary field-label-hidden">
<div class="field-items">
<div class="field-item even" property="content:encoded">
<h3>Internship</h3>
<ul>
<li>Starting from May 2020, I'm working as a Research Asistant in <a href="https://labhku.github.io/">CVMI Lab</a>, The University of Hong Kong, advised by <a href="https://xjqi.github.io/">Prof. Xiaojuan Qi</a>. </li>
</ul>
</div>
</div>
</section>
<!-- Four -->
<!--
<section id="four">
<h2>Elements</h2>
<section>
<h4>Text</h4>
<p>This is <b>bold</b> and this is <strong>strong</strong>. This is <i>italic</i> and this is <em>emphasized</em>.
This is <sup>superscript</sup> text and this is <sub>subscript</sub> text.
This is <u>underlined</u> and this is code: <code>for (;;) { ... }</code>. Finally, <a href="#">this is a link</a>.</p>
<hr />
<header>
<h4>Heading with a Subtitle</h4>
<p>Lorem ipsum dolor sit amet nullam id egestas urna aliquam</p>
</header>
<p>Nunc lacinia ante nunc ac lobortis. Interdum adipiscing gravida odio porttitor sem non mi integer non faucibus ornare mi ut ante amet placerat aliquet. Volutpat eu sed ante lacinia sapien lorem accumsan varius montes viverra nibh in adipiscing blandit tempus accumsan.</p>
<header>
<h5>Heading with a Subtitle</h5>
<p>Lorem ipsum dolor sit amet nullam id egestas urna aliquam</p>
</header>
<p>Nunc lacinia ante nunc ac lobortis. Interdum adipiscing gravida odio porttitor sem non mi integer non faucibus ornare mi ut ante amet placerat aliquet. Volutpat eu sed ante lacinia sapien lorem accumsan varius montes viverra nibh in adipiscing blandit tempus accumsan.</p>
<hr />
<h2>Heading Level 2</h2>
<h3>Heading Level 3</h3>
<h4>Heading Level 4</h4>
<h5>Heading Level 5</h5>
<h6>Heading Level 6</h6>
<hr />
<h5>Blockquote</h5>
<blockquote>Fringilla nisl. Donec accumsan interdum nisi, quis tincidunt felis sagittis eget tempus euismod. Vestibulum ante ipsum primis in faucibus vestibulum. Blandit adipiscing eu felis iaculis volutpat ac adipiscing accumsan faucibus. Vestibulum ante ipsum primis in faucibus lorem ipsum dolor sit amet nullam adipiscing eu felis.</blockquote>
<h5>Preformatted</h5>
<pre><code>i = 0;
while (!deck.isInOrder()) {
print 'Iteration ' + i;
deck.shuffle();
i++;
}
print 'It took ' + i + ' iterations to sort the deck.';</code></pre>
</section>
<section>
<h4>Lists</h4>
<div class="row">
<div class="col-6 col-12-xsmall">
<h5>Unordered</h5>
<ul>
<li>Dolor pulvinar etiam magna etiam.</li>
<li>Sagittis adipiscing lorem eleifend.</li>
<li>Felis enim feugiat dolore viverra.</li>
</ul>
<h5>Alternate</h5>
<ul class="alt">
<li>Dolor pulvinar etiam magna etiam.</li>
<li>Sagittis adipiscing lorem eleifend.</li>
<li>Felis enim feugiat dolore viverra.</li>
</ul>
</div>
<div class="col-6 col-12-xsmall">
<h5>Ordered</h5>
<ol>
<li>Dolor pulvinar etiam magna etiam.</li>
<li>Etiam vel felis at lorem sed viverra.</li>
<li>Felis enim feugiat dolore viverra.</li>
<li>Dolor pulvinar etiam magna etiam.</li>
<li>Etiam vel felis at lorem sed viverra.</li>
<li>Felis enim feugiat dolore viverra.</li>
</ol>
<h5>Icons</h5>
<ul class="icons">
<li><a href="#" class="icon brands fa-twitter"><span class="label">Twitter</span></a></li>
<li><a href="#" class="icon brands fa-facebook-f"><span class="label">Facebook</span></a></li>
<li><a href="#" class="icon brands fa-instagram"><span class="label">Instagram</span></a></li>
<li><a href="#" class="icon brands fa-github"><span class="label">Github</span></a></li>
<li><a href="#" class="icon brands fa-dribbble"><span class="label">Dribbble</span></a></li>
<li><a href="#" class="icon brands fa-tumblr"><span class="label">Tumblr</span></a></li>
</ul>
</div>
</div>
<h5>Actions</h5>
<ul class="actions">
<li><a href="#" class="button primary">Default</a></li>
<li><a href="#" class="button">Default</a></li>
</ul>
<ul class="actions small">
<li><a href="#" class="button primary small">Small</a></li>
<li><a href="#" class="button small">Small</a></li>
</ul>
<div class="row">
<div class="col-6 col-12-small">
<ul class="actions stacked">
<li><a href="#" class="button primary">Default</a></li>
<li><a href="#" class="button">Default</a></li>
</ul>
</div>
<div class="col-6 col-12-small">
<ul class="actions stacked">
<li><a href="#" class="button primary small">Small</a></li>
<li><a href="#" class="button small">Small</a></li>
</ul>
</div>
<div class="col-6 col-12-small">
<ul class="actions stacked">
<li><a href="#" class="button primary fit">Default</a></li>
<li><a href="#" class="button fit">Default</a></li>
</ul>
</div>
<div class="col-6 col-12-small">
<ul class="actions stacked">
<li><a href="#" class="button primary small fit">Small</a></li>
<li><a href="#" class="button small fit">Small</a></li>
</ul>
</div>
</div>
</section>
<section>
<h4>Table</h4>
<h5>Default</h5>
<div class="table-wrapper">
<table>
<thead>
<tr>
<th>Name</th>
<th>Description</th>
<th>Price</th>
</tr>
</thead>
<tbody>
<tr>
<td>Item One</td>
<td>Ante turpis integer aliquet porttitor.</td>
<td>29.99</td>
</tr>
<tr>
<td>Item Two</td>
<td>Vis ac commodo adipiscing arcu aliquet.</td>
<td>19.99</td>
</tr>
<tr>
<td>Item Three</td>
<td> Morbi faucibus arcu accumsan lorem.</td>
<td>29.99</td>
</tr>
<tr>
<td>Item Four</td>
<td>Vitae integer tempus condimentum.</td>
<td>19.99</td>
</tr>
<tr>
<td>Item Five</td>
<td>Ante turpis integer aliquet porttitor.</td>
<td>29.99</td>
</tr>
</tbody>
<tfoot>
<tr>
<td colspan="2"></td>
<td>100.00</td>
</tr>
</tfoot>
</table>
</div>
<h5>Alternate</h5>
<div class="table-wrapper">
<table class="alt">
<thead>
<tr>
<th>Name</th>
<th>Description</th>
<th>Price</th>
</tr>
</thead>
<tbody>
<tr>
<td>Item One</td>
<td>Ante turpis integer aliquet porttitor.</td>
<td>29.99</td>
</tr>
<tr>
<td>Item Two</td>
<td>Vis ac commodo adipiscing arcu aliquet.</td>
<td>19.99</td>
</tr>
<tr>
<td>Item Three</td>
<td> Morbi faucibus arcu accumsan lorem.</td>
<td>29.99</td>
</tr>
<tr>
<td>Item Four</td>
<td>Vitae integer tempus condimentum.</td>
<td>19.99</td>
</tr>
<tr>
<td>Item Five</td>
<td>Ante turpis integer aliquet porttitor.</td>
<td>29.99</td>
</tr>
</tbody>
<tfoot>
<tr>
<td colspan="2"></td>
<td>100.00</td>
</tr>
</tfoot>
</table>
</div>
</section>
<section>
<h4>Buttons</h4>
<ul class="actions">
<li><a href="#" class="button primary">Primary</a></li>
<li><a href="#" class="button">Default</a></li>
</ul>
<ul class="actions">
<li><a href="#" class="button large">Large</a></li>
<li><a href="#" class="button">Default</a></li>
<li><a href="#" class="button small">Small</a></li>
</ul>
<ul class="actions fit">
<li><a href="#" class="button primary fit">Fit</a></li>
<li><a href="#" class="button fit">Fit</a></li>
</ul>
<ul class="actions fit small">
<li><a href="#" class="button primary fit small">Fit + Small</a></li>
<li><a href="#" class="button fit small">Fit + Small</a></li>
</ul>
<ul class="actions">
<li><a href="#" class="button primary icon solid fa-download">Icon</a></li>
<li><a href="#" class="button icon solid fa-download">Icon</a></li>
</ul>
<ul class="actions">
<li><span class="button primary disabled">Primary</span></li>
<li><span class="button disabled">Default</span></li>
</ul>
</section>
<section>
<h4>Form</h4>
<form method="post" action="#">
<div class="row gtr-uniform gtr-50">
<div class="col-6 col-12-xsmall">
<input type="text" name="demo-name" id="demo-name" value="" placeholder="Name" />
</div>
<div class="col-6 col-12-xsmall">
<input type="email" name="demo-email" id="demo-email" value="" placeholder="Email" />
</div>
<div class="col-12">
<select name="demo-category" id="demo-category">
<option value="">- Category -</option>
<option value="1">Manufacturing</option>
<option value="1">Shipping</option>
<option value="1">Administration</option>
<option value="1">Human Resources</option>
</select>
</div>
<div class="col-4 col-12-small">
<input type="radio" id="demo-priority-low" name="demo-priority" checked>
<label for="demo-priority-low">Low Priority</label>
</div>
<div class="col-4 col-12-small">
<input type="radio" id="demo-priority-normal" name="demo-priority">
<label for="demo-priority-normal">Normal Priority</label>
</div>
<div class="col-4 col-12-small">
<input type="radio" id="demo-priority-high" name="demo-priority">
<label for="demo-priority-high">High Priority</label>
</div>
<div class="col-6 col-12-small">
<input type="checkbox" id="demo-copy" name="demo-copy">
<label for="demo-copy">Email me a copy of this message</label>
</div>
<div class="col-6 col-12-small">
<input type="checkbox" id="demo-human" name="demo-human" checked>
<label for="demo-human">I am a human and not a robot</label>
</div>
<div class="col-12">
<textarea name="demo-message" id="demo-message" placeholder="Enter your message" rows="6"></textarea>
</div>
<div class="col-12">
<ul class="actions">
<li><input type="submit" value="Send Message" class="primary" /></li>
<li><input type="reset" value="Reset" /></li>
</ul>
</div>
</div>
</form>
</section>
<section>
<h4>Image</h4>
<h5>Fit</h5>
<div class="box alt">
<div class="row gtr-50 gtr-uniform">
<div class="col-12"><span class="image fit"><img src="images/fulls/05.jpg" alt="" /></span></div>
<div class="col-4"><span class="image fit"><img src="images/thumbs/01.jpg" alt="" /></span></div>
<div class="col-4"><span class="image fit"><img src="images/thumbs/02.jpg" alt="" /></span></div>
<div class="col-4"><span class="image fit"><img src="images/thumbs/03.jpg" alt="" /></span></div>
<div class="col-4"><span class="image fit"><img src="images/thumbs/04.jpg" alt="" /></span></div>
<div class="col-4"><span class="image fit"><img src="images/thumbs/05.jpg" alt="" /></span></div>
<div class="col-4"><span class="image fit"><img src="images/thumbs/06.jpg" alt="" /></span></div>
<div class="col-4"><span class="image fit"><img src="images/thumbs/03.jpg" alt="" /></span></div>
<div class="col-4"><span class="image fit"><img src="images/thumbs/02.jpg" alt="" /></span></div>
<div class="col-4"><span class="image fit"><img src="images/thumbs/01.jpg" alt="" /></span></div>
</div>
</div>
<h5>Left & Right</h5>
<p><span class="image left"><img src="images/avatar.jpg" alt="" /></span>Fringilla nisl. Donec accumsan interdum nisi, quis tincidunt felis sagittis eget. tempus euismod. Vestibulum ante ipsum primis in faucibus vestibulum. Blandit adipiscing eu felis iaculis volutpat ac adipiscing accumsan eu faucibus. Integer ac pellentesque praesent tincidunt felis sagittis eget. tempus euismod. Vestibulum ante ipsum primis in faucibus vestibulum. Blandit adipiscing eu felis iaculis volutpat ac adipiscing accumsan eu faucibus. Integer ac pellentesque praesent. Donec accumsan interdum nisi, quis tincidunt felis sagittis eget. tempus euismod. Vestibulum ante ipsum primis in faucibus vestibulum. Blandit adipiscing eu felis iaculis volutpat ac adipiscing accumsan eu faucibus. Integer ac pellentesque praesent tincidunt felis sagittis eget. tempus euismod. Vestibulum ante ipsum primis in faucibus vestibulum. Blandit adipiscing eu felis iaculis volutpat ac adipiscing accumsan eu faucibus. Integer ac pellentesque praesent.</p>
<p><span class="image right"><img src="images/avatar.jpg" alt="" /></span>Fringilla nisl. Donec accumsan interdum nisi, quis tincidunt felis sagittis eget. tempus euismod. Vestibulum ante ipsum primis in faucibus vestibulum. Blandit adipiscing eu felis iaculis volutpat ac adipiscing accumsan eu faucibus. Integer ac pellentesque praesent tincidunt felis sagittis eget. tempus euismod. Vestibulum ante ipsum primis in faucibus vestibulum. Blandit adipiscing eu felis iaculis volutpat ac adipiscing accumsan eu faucibus. Integer ac pellentesque praesent. Donec accumsan interdum nisi, quis tincidunt felis sagittis eget. tempus euismod. Vestibulum ante ipsum primis in faucibus vestibulum. Blandit adipiscing eu felis iaculis volutpat ac adipiscing accumsan eu faucibus. Integer ac pellentesque praesent tincidunt felis sagittis eget. tempus euismod. Vestibulum ante ipsum primis in faucibus vestibulum. Blandit adipiscing eu felis iaculis volutpat ac adipiscing accumsan eu faucibus. Integer ac pellentesque praesent.</p>
</section>
</section>
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<li><strong>Attached files:</strong></li>
<li>Curriculum vitae: <a href="pdfs/CV_Ruifei He.pdf">pdf</a></li>
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