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<!DOCTYPE html>
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<title> Yongyi Zhao (.com) </title>
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<a class="navbar-brand" href="#page-top">Yongyi Zhao</a>
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<li class="nav-item"><a class="nav-link" href="#pubs">Publications</a></li>
<li class="nav-item"><a class="nav-link" href="#exp">Work</a></li>
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<p style="font-size: 1.2em;color: text-align: justify"> Hi! My name is Yongyi Zhao (赵永一). I am a Computer Vision Engineer at Metalenz. I obtained my PhD and MS from Rice University in Electrical and Computer Engineering (ECE) and my BS in ECE from Carnegie Mellon University. During my PhD, I was supported by a fellowship from the National Library of Medicine (NLM). My research focuses on convex optimization and data-driven methods for computational imaging. Topics I am particularly interested in include polarimetric imaging, end-to-end learning for optical design, and neural inverse rendering. Additional information about me is available in the links below. You can also send me an email at: <u>yongyizhao 'at' gmail 'dot' com</u>.
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<!-- Publications section-->
<section id="pubs">
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<h2> Selected Publications </h2>
<p>(* indicates equal contribution)</p>
<hr>
<div class="row">
<div class="col-md-3">
<img class="img-fluid img-rounded" src="images/Unrolled-DOT.png" style="border:0px solid black" alt="">
<br><br>
</div>
<div class="col-md-9">
<b>Yongyi Zhao</b>,
<a href="https://sites.google.com/view/araghuram/" target="_blank">Ankit Raghuram</a>,
Fay Wang,
Stephen Hyunkeol Kim,
Andreas Hielscher,
<a href="https://www.robinsonlab.com/" target="_blank">Jacob Robinson</a>, and
<a href="https://computationalimaging.rice.edu/" target="_blank">Ashok Veeraraghavan</a>
<br>
<b><font color="black">Unrolled-DOT: an Interpretable Deep Network for Diffuse Optical Tomography</font></b>
<br>
<b>Journal of Biomedical Optics</b>,
<a href="https://github.com/yyiz/Unrolled-DOT" target="_blank"> <small>[Code]</small></a>
<a href="https://www.spiedigitallibrary.org/journals/journal-of-biomedical-optics/volume-28/issue-03/036002/Unrolled-DOT--an-interpretable-deep-network-for-diffuse-optical/10.1117/1.JBO.28.3.036002.full?SSO=1" target="_blank"> <small>[Paper]</small></a>
<a href="https://zenodo.org/record/7654959" target="_blank"> <small>[Data]</small></a>
<br><br>
</div><hr>
<div class="col-md-3">
<img class="img-fluid img-rounded" src="images/ctof-dot.png" style="border:0px solid black" alt="">
<br><br>
</div>
<div class="col-md-9">
<b>Yongyi Zhao*</b>,
<a href="https://sites.google.com/view/araghuram/" target="_blank">Ankit Raghuram</a>*,
Stephen Hyunkeol Kim,
Andreas Hielscher,
<a href="https://www.robinsonlab.com/" target="_blank">Jacob Robinson</a>, and
<a href="https://computationalimaging.rice.edu/" target="_blank">Ashok Veeraraghavan</a>
<br>
<b><font color="black">High Resolution, Deep Imaging Using Confocal Time-of-Flight Diffuse Optical Tomography</font></b>
<br>
<b>IEEE Transactions on Pattern Analysis and Machine Intelligence (PAMI)</b>,
<a href="https://github.com/yyiz/CToF-DOT_code" target="_blank"> <small>[Code]</small></a>
<a href="https://ieeexplore.ieee.org/abstract/document/9415130" target="_blank"> <small>[Paper]</small></a>
<br><br>
</div><hr>
<div class="col-md-3">
<img class="img-fluid img-rounded" src="images/pandora.png" style="border:0px solid black" alt="">
<br><br>
</div>
<div class="col-md-9">
<a href="https://akshatdave.github.io/" target="_blank">Akshat Dave</a>,
<b>Yongyi Zhao</b>, and
<a href="https://computationalimaging.rice.edu/" target="_blank">Ashok Veeraraghavan</a>
<br>
<b><font color="black">PANDORA: Polarization-Aided Neural Decomposition Of Radiance</font></b>
<br>
<b>ECCV 2022</b>,
<a href="https://akshatdave.github.io/pandora/" target="_blank"> <small>[Project Page]</small></a>
<a href="https://github.com/akshatdave/pandora" target="_blank"> <small>[Code]</small></a>
<a href="https://arxiv.org/pdf/2203.13458.pdf" target="_blank"> <small>[Paper]</small></a>
<a href="https://drive.google.com/file/d/1FvOi_2wfSUnASHulQdBhHQcQCxOuJ8zz/view" target="_blank"> <small>[Data]</small></a>
<br><br>
</div><hr>
<div class="col-md-3">
<img class="img-fluid img-rounded" src="images/SENSOR.jpg" style="border:0px solid black" alt="">
<br><br>
</div>
<div class="col-md-9">
Stephen Hyunkeol Kim,
<b>Yongyi Zhao</b>,
<a href="https://sites.google.com/view/araghuram/" target="_blank">Ankit Raghuram</a>,
<a href="https://computationalimaging.rice.edu/" target="_blank">Ashok Veeraraghavan</a>,
<a href="https://www.robinsonlab.com/" target="_blank">Jacob Robinson</a>, and
Andreas Hielscher
<br>
<b><font color="black">Ultrafast and Ultrahigh-Resolution Diffuse Optical Tomography for Brain Imaging with Sensitivity Equation based Noniterative Sparse Optical Reconstruction (SENSOR)</font></b>
<br>
<b>Journal of Quantitative Spectroscopy and Radiative Transfer</b>,
<a href="https://www.sciencedirect.com/science/article/abs/pii/S0022407321004313" target="_blank"> <small>[Paper]</small></a>
<br><br>
</div><hr>
<div class="col-md-3">
<img class="img-fluid img-rounded" src="images/orbcam.png" style="border:0px solid black" alt="">
<br><br>
</div>
<div class="col-md-9">
<a href="https://hawaiii.github.io/" target="_blank">Yi Hua</a>,
<b>Yongyi Zhao</b>,
and <a href="http://imagesci.ece.cmu.edu/" target="_blank">Aswin Sankaranarayanan</a>,
<br>
<b><font color="black">Angle Sensitive Pixels for Lensless Imaging on Spherical Sensors</font></b>
<br>
<a href="http://arxiv.org/abs/2306.15953" target="_blank"> <small>[Paper]</small></a>
<br><br>
</div><hr>
<br>
<h3> Misc. Publications</h3>
<div>
<b>Yongyi Zhao</b>,
<a href="https://sites.google.com/view/araghuram/" target="_blank">Ankit Raghuram</a>,
<a href="https://computationalimaging.rice.edu/" target="_blank">Ashok Veeraraghavan</a>, and
<a href="https://www.robinsonlab.com/" target="_blank">Jacob Robinson</a>.
GDOT: Gated Diffuse Optical Tomography.
<a href="https://patents.google.com/patent/US20230233085A1/en" target="_blank">US20230233085A1</a>. 2023.
<b>[Patent Pending]</b>
<br><br>
<a href="https://sites.google.com/view/araghuram/" target="_blank">Ankit Raghuram</a>,
<b>Yongyi Zhao</b>,
<a href="https://www.linkedin.com/in/akash-maity-b8ba72101/" target="_blank">Akash Maity</a>, and
<a href="https://computationalimaging.rice.edu/" target="_blank">Ashok Veeraraghavan</a>.
"Measuring Physiological Parameters Under the Skin Using Visible/NIR Light"</font></b> in
Encyclopedia of Sensors and Biosensors,
Volume 4 pp 133-142. 2023.
<b>[Book Chapter]</b>
</div>
</div>
</div>
</div>
</div>
</section>
<!-- Experience section-->
<section id="exp">
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<h2>Work Experience</h2>
<hr>
<b>Metalenz</b><a href="https://metalenz.com/" target="_blank"><img src="images/metalenz.png" style="height:2.5em; margin-top: 5px;" align="right"></a><br>
Computer Vision Engineer, Feb 2024 - Present<br>
<br>
<b>Samsung Research America</b><a href="https://www.sra.samsung.com/our-research/" target="_blank"><img src="images/samsung.png" style="height:2.5em; margin-top: 5px;" align="right"></a><br>
Computational Imaging Research Intern, May 2023 - Aug 2023<br>
Team: Mobile Processor Innovation<br>
<br>
<b>Amazon Web Services</b><a href="https://aws.amazon.com/" target="_blank"><img src="images/aws.png" style="height:4em; margin-top: 5px;" align="right"></a><br>
Software Development Engineer Intern, May 2017 - Aug 2017<br>
Team: Elastic Cloud Compute<br>
<br>
<b>Schrodinger Inc.</b><a href="https://www.schrodinger.com/" target="_blank"><img src="images/schrodinger.png" style="height:2.5em; margin-top: 5px;" align="right"></a><br>
Software Engineer Intern, June 2016 - Aug 2016<br>
Team: Python Development<br>
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<h2>Teaching</h2>
<hr>
<h4>University Courses</h4>
<b><a href="https://elec531.rice.edu/" target="_blank">ELEC 531 Statistical Signal Processing (Rice)</a></b>: Teaching Assistant, Spring 2020<br>
<b><a href="https://elec241.rice.edu/" target="_blank">ELEC 241 Fundamentals of Electrical Engineering I (Rice)</a></b>: Teaching Assistant, Fall 2019, Fall 2020<br>
<b><u>ELEC 244 Fundamentals of Electrical Engineering II Lab (Rice)</u></b>: Teaching Assistant, Spring 2019<br>
<b><u>ELEC/COMP 576 Introduction to Deep Learning (Rice)</u></b>: Teaching Assistant, Fall 2018<br>
<b><u>18-240 Structure and Design of Digital Systems (CMU)</u></b>: Teaching Assistant, Fall 2017<br>
<b><a href="https://www.cs.cmu.edu/~112/" target="_blank">15-112 Fundamentals of Programming and Computer Science (CMU)</a></b>: Teaching Assistant, Spring 2016, Spring 2018<br>
<br>
<!-- <br> -->
<h4>Outreach</h4>
<b><u>Research for Undergraduates (REU) Mentor</u></b>: Mentored (3) Rice University undergraduate students in algorithms for imaging through scattering media, Spring 2019 - Spring 2021.
<br>
<b><a href="https://pathsup.org/workforce-development/k-12/ret/" target="_blank">PATHS-UP Research Experience for Teachers (RET)</a></b>: Research Mentor, Summer 2019<br>
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