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<!DOCTYPE html>
<html lang="en">
<head>
<meta http-equiv="refresh" content="0; URL=https://weichennone.github.io/myhomepage/" />
</head>
<!-- <head>
<title>Homepage of Wei Chen</title>
<meta charset="utf-8">
<meta name="viewport" content="width=device-width, initial-scale=1">
<meta name="keywords" content="blog, accent, , Homepage of Wei Chen, jekyll">
<meta name="author" content="">
<meta name="description" content="">
<link href='https://fonts.googleapis.com/css?family=Inconsolata:400,700' rel='stylesheet' type='text/css'>
<link rel="alternate" type="application/rss+xml" title="Homepage of Wei Chen RSS" href="/feed.xml" />
<link rel="stylesheet" href="/researcher/css/main.css">
<meta name="og:description" content="">
<meta name="og:title" content="Homepage of Wei Chen">
<meta name="og:url" content="http://localhost:4000/researcher/">
<meta name="og:type" content="article">
<meta name="twitter:card" content="summary">
<meta name="twitter:title" content="Homepage of Wei Chen">
<meta name="twitter:description" content="">
<meta name="twitter:url" content="http://localhost:4000/researcher/">
<meta name="twitter:image" content="">
</head> -->
<!-- <body>
<div class="wrapper">
<div class="navbar container">
<a id="author-name" class="alignable pull-left" href="http://localhost:4000/researcher">Homepage of Wei Chen</a>
<ul id="navlist" class="alignable pull-right navbar-ul">
<li class="alignable pull-left nav-list"><a href="/researcher/">About</a>
/
</li>
<li class="alignable pull-left nav-list"><a href="contact">Contact</a>
</li>
</ul>
</div>
<div style="clear:both"></div>
<hr>
<div class="container content">
<h2 id="about-me">About Me</h2>
<p><img class="profile-picture" src="weichen.jpeg" /></p>
<p>Hi! I am a first year PhD student of Electrical and Computer Engineering at Purdue University, West Lafayette.</p>
<h2 id="research-interest">Research Interest</h2>
<ol>
<li>Unsupervised Learning: Optimal transportation</li>
<li>Continual Learning: Catastrophic forgetting, Model ensemble</li>
<li>Federated Learning: Non-IID data</li>
<li>Autonomous Driving</li>
</ol>
<h2 id="news">News</h2>
<ul>
<li>Aug, 2021: I join QLab at Purdue University, working with professor Qiang Qiu.</li>
</ul>
<h2 id="publications">Publications</h2>
<ul>
<li>
<p>I Beak, <strong>W Chen</strong>, Z Zhu, S Samii, R Rajkumar: <em>FT-DeepNets: Fault-Tolerant Convolutional Neural Networks with Kernel-based Duplication</em>, (2022) IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)</p>
</li>
<li>
<p>J Lezama, <strong>W Chen</strong>, Q Qiu: <em>Run-Sort-ReRun: Escaping Batch Size Limitations in Sliced Wasserstein Generative Models</em>, (2021) International Conference on Machine Learning (ICML), 6275-6285</p>
</li>
<li>
<p>I Beak, <strong>W Chen</strong>, A Venkat, R Rajkumar: <em>Practical Object Detection Using Thermal Infrared Image Sensors</em>, (2021) IEEE Intelligent Vehicles Symposium (IV) workshop</p>
</li>
<li>
<p>K Bhardwaj, <strong>W Chen</strong>, R Marculescu: <em>New directions in distributed deep learning: bringing the network at forefront of IoT design</em>, (2020) 57th ACM/IEEE Design Automation Conference (DAC), 1-6</p>
</li>
<li>
<p><strong>W Chen</strong>, K Bhardwaj, R Marculescu: <em>Fedmax: mitigating activation divergence for accurate and communication-efficient federated learning</em>, (2020) ECML PKDD, Lecture Notes in Computer Science, vol 12458. Springer, Cham.</p>
</li>
</ul>
<hr />
<p style="text-align: center; margin-bottom: 10px">
<a href="https://github.com/ankitsultana" style="color: black"><small>Page design by Ankit Sultana</small></a>
</p>
</div>
</div>
</body> -->
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</footer> -->