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<!DOCTYPE HTML>
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<title>Ding Zhao's Website</title>
<meta name="author" content="Ding Zhao">
<meta name="keywords" content="ding,zhao,ding zhao,zhaoding,cmu,carnegie,mellon,umich,michigan,umtri,transportation,automated,automated vehicle,av,intelligent,accelerated evaluation,connected,safety,DSRC">
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<a href="index.html" class="logo"><strong>Safe-AI Lab@CMU</strong></a>
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<li><a href="https://www.linkedin.com/in/ding-zhao-01130730/" class="icon fa-linkedin"><span class="label">LinkedIn</span></a></li>
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<h1>Zhao, Ding</h1>
<p>Assistant Professor| Carnegie Mellon University</p>
<!-- <p>Asistant Research Scientist | University of Michigan</p> -->
<!-- </i> -->
</header>
<!-- <p>I am an Assistant Professor of the
<a href="https://www.meche.engineering.cmu.edu/">Mechanical Engineering</a> and a Faculty Affiliate at the <a href="https://www.cmu.edu/energy/">Scott Institute for Energy Innovation</a>.</p> -->
<!-- , <a href="https://robotics.umich.edu//">Robotics Institute</a>, -->
<!--<p>Hi! My name is Ding Zhao. I am an <a href="https://me-web2.engin.umich.edu/pub/directory/bio?uniqname=zhaoding">Assistant Research Scientist</a> in the-->
<!--<a href="http://me.engin.umich.edu/">Department of Mechanical Engineering</a> at <a href="https://www.umich.edu/">the University of Michigan, Ann Arbor</a>.-->
<!--I am also an affiliate faculty at <a href="https://robotics.umich.edu//">Robotic Institute</a> at the College of Engineering.</p>-->
<!-- <p>Ding Zhao is an Assistant Professor of the <a href="https://www.meche.engineering.cmu.edu/">Department of Mechanical Engineering</a>, the <a href="https://www.ri.cmu.edu/">Robotic Institute</a>, and the <a href="https://www.cmu.edu/energy/">Wilton E. Scott Institute for Energy Innovation</a> at the <a href="https://www.cmu.edu/">Carnegie Mellon University</a>. Professor Zhao’s research aims to develop safe and mathematically performance-provable AI in the face of uncertain, dynamic, multi-agent, and possibly human-involved environment
by bridging statistics and cybernetics.</p> -->
<p>Ding Zhao is an Assistant Professor of the <a href="https://www.meche.engineering.cmu.edu/">Department of Mechanical Engineering</a> with affiliation positions at the <a href="https://www.ri.cmu.edu/">Robotic Institute</a> and the <a href="https://www.cmu.edu/energy/">Wilton E. Scott Institute for Energy Innovation</a> at the <a href="https://www.cmu.edu/">Carnegie Mellon University</a>. Directing the Safe AI Lab at CMU, Professor Zhao aims to develop safe, transparent, and good-for-all AI with mathematically provable performance in the face of the real-world, uncertain, dynamic, time-varying, multiple agents, and possibly human-involved environment by bridging statistics and cybernetics.</p>
<p>Professor Zhao is recognized nationally and internationally for his research on autonomous/connected vehicles and smart cities. His work is featured in the New York Times, Forbes, Futurism, and Automotive News. He
has worked with several companies, including Uber, Ford, and Toyota as well as the Department of Energy.</p>
<!-- My research aims to develop safe and mathematically-performance-provable AI in the face of uncertain, dynamic, multi-agent, and possibly human-involved environment by bridging statistical learning and control theories.
<p>My research interests focus on <b>robotics</b>, <b>machine learning</b>, and <b>design</b>, with applications on autonomous driving, connected/smart city, energy efficiency, human-machine interaction, cybersecurity, and big data analytics.</p> -->
<!-- <p> <i> <b><mark> I am joining the Department of Mechanical Engineering at Carnegie Mellon University as an Assistant Professor in August.</mark></b> </i></p> -->
<h3 style="color:#FF0000" id="hiring">Recruiting:</h3>
<p><b>I am currently recruiting PhD students, visiting PhD students, master students, and senior undergraduates. </b> Here are answers to some commonly asked questions.
<ul>
<li>I plan to recruit 2~3 new PhDs in the 2019 fall.</li>
<li>I usually do not work with students who are not CMU on campus students during the fall and winter semesters.</li>
<li>Funding is usually not available if you already get credits for doing research. Funding in the summer is possible, with priority to those who have been working with me during the previous semesters. Exceptions can be made if you are exceptionally
productive.
</li>
<li>If you are applying for a visiting position from a foreign country, you need to contact me FOUR months earlier than you plan to arrive. I may not be able to send the inviting letters and I2019 in time if you contact me later than that due to some
university rules.</li>
</ul>
<b>If you are interested in collaborating with me, please fill in <a href="https://goo.gl/forms/yDeV1JtaB2xqd9bd2">this form</a> to apply. It requires your CV and a 3-slide PPT describing your previous research experience. You can also directly send emails to me, but I may need more time to evaluate your case than using the linked form.</b></p>
<ul class="actions">
<li><a href="cv/cv-ding-zhao.pdf" class="button big">Download CV</a></li>
</ul>
</div>
<span class="image object">
<img src="images/Ding-1.jpg" alt="" />
</span>
</section>
<section id="featured">
<header class="major">
<h2>Featured Research</h2>
</header>
<div class="posts">
<article>
<a href="accelerated-evaluation.html" class="image"><img src="research/AccEval/AccEvalFrontPage.png" alt=""/></a>
<h3>Rigorous Evaluation for Intelligent Robots</h3>
<p>A new concept to evaluate the risk of rare but critical failures on intelligent physical systems </p>
<ul class="actions">
<li><a href="accelerated-evaluation.html" class="button">More</a></li>
</ul>
</article>
<!--article>
<a href="cav-bigdata_trafficnet.html" class="image"><img src="research/BigData_TrafficNet/bigdata_trafficnet_cover.png" alt=""/></a>
<h3>"Traffic-Net" Scenario Based Data Library</h3>
<p> Organize and utilize heterogeneous big traffic data with machine intelligence and big data technologies.</p>
<ul class="actions">
<li><a href="cav-bigdata_trafficnet.html" class="button">More</a></li>
</ul>
</article-->
<article>
<a href="cav-data.html" class="image"><img src="research/CAVData/index.png" alt=""/></a>
<h3>Traffic Primitives</h3>
<p>Apply Unsupervised learning methods on modeling/generating driving envrionment.</p>
<ul class="actions">
<li><a href="cav-data.html" class="button">More</a></li>
</ul>
</article>
<article>
<a href="OpenCAV.html" class="image"><img src="research/OpenCAV/OpenAV_mcity_FrontPage.png" alt=""/></a>
<h3>Conneted and Self-Driving Vehicle</h3>
<p>An open platform that facilitates development of AVs with applied system</p>
<ul class="actions">
<li><a href="OpenCAV.html" class="button">More</a></li>
</ul>
</article>
<article>
<a href="cav-human.html" class="image"><img src="research/CAVHuman/index.png" alt=""/></a>
<h3>Comprehend Human Being for Better Auto-Driving</h3>
<p>Design and evaluate automated driving technologies by learning human actions from big naturalistic driving data.</p>
<ul class="actions">
<li><a href="cav-human.html" class="button">More</a></li>
</ul>
</article>
<article>
<a href="cav-localization.html" class="image"><img src="research/LocalizationCVN/LocalizationV2X_FrontPage.jpg" alt=""/></a>
<h3>Cooperative Localization in the Connected Vehicle Network</h3>
<p>Improving localization accuracy in the connected-vehicle network.</p>
<ul class="actions">
<li><a href="cav-localization.html" class="button">More</a></li>
</ul>
</article>
</div>
</section>
</div>
</div>
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<input type="text" name="query" id="query" placeholder="Search" />
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<header class="major">
<h2>Menu</h2>
</header>
<ul>
<li><a href="index.html">Homepage</a></li>
<li><a href="research.html">Research</a></li>
<li><a href="publications.html">Publication</a></li>
<li><a href="talk.html">Talk</a></li>
<li><a href="student.html">Student</a></li>
<li><a href="teaching.html">Teaching</a></li>
<li><a href="calendar.html">Calendar</a></li>
<!-- <li><a href="calendar.html">Calendar</a></li> -->
</ul>
</nav>
<!-- Section -->
<section>
<!-- <header class="major"> -->
<!-- <h2>News</h2> -->
<!-- </header> -->
<div class="mini-posts">
<!--<article>-->
<!--<a href="#" class="image"><img src="news/OpenCAV_me.jpg" alt="" /></a>-->
<!--<p>OpenCAV demo to the Detroit mayor officers.</p>-->
<!--</article>-->
<!-- <article>
<a href="https://record.umich.edu/articles/open-access-automated-cars-advance-driverless-research-u-m" class="image"><img src="news/OpenCAV_me.png" alt="" /></a>
<p><a href="https://record.umich.edu/articles/open-access-automated-cars-advance-driverless-research-u-m">OpenCAV highlighted on U-Michigan newspaper</a></p>
</article> -->
<!--<article>-->
<!--<a href="#" class="image"><img src="images/pic09.jpg" alt="" /></a>-->
<!--<p>Talk on building trust of CAV at Lawrence Berkeley.</p>-->
<!--</section>-->
<!-- Section -->
<section>
<header class="major">
<h2>Get in touch</h2>
</header>
<p>The best way to reach me, generally, is via email. During the day, I am usually in my office.</p>
<ul class="contact">
<li class="fa-envelope-o">[email protected]</li>
<li class="fa-phone">412-268-3348</li>
<li class="fa-map-marker">5000 Forbes Avenue<br /> Scaife Hall 315<br /> Pittsburgh, PA 15213</li>
</ul>
</section>
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