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theodore-zhao authored May 30, 2024
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Expand Up @@ -86,22 +86,22 @@ <h2 style="font-size: 1rem; margin-top: -20px; color: #888">Zhengde Zhao</h2>
<div class="about-me-section">
<h2 id="about-me">About Me</h2>
<!--Introducation! Part -->
<p>I am a Senior Applied Scientist at <a href="https://www.microsoft.com/" target="_blank" rel="noopener">Microsoft, Health and Life Sciences Research</a>. Currently, I focus on creating state of the art foundational models for healthcare AI. Some of my recent work includes:</p>
<p>I am a Senior Applied Scientist at <a href="https://www.microsoft.com/" target="_blank" rel="noopener">Microsoft, Health and Life Sciences Research</a>. Currently, I focus on creating state of the art foundation models for healthcare AI. Some of my recent work include:</p>
<ul>
<li><strong>Large Multimodal Foundation Model:</strong> Image Analysis, Segmentation </li>
<li><strong>Large Multimodal Foundation Model:</strong> Image Analysis, Segmentation, Generation </li>
<li><strong>Machine Learning:</strong> Time Series, Self-Superversion, Error Detection </li>
<li><strong>LLMs For Healthcare:</strong> Cancer Diagnosis and Registration </li>
</ul>
<p>I received my PhD and Master degree in Applied Mathematics from <a href="https://www.washington.edu/" target="_blank" rel="noopener">University of Washington </a>, advised by <a href="https://sites.google.com/site/timleungresearch/" target="_blank" rel="noopener">Prof. Tim Leung</a>. I also worked for Microsoft, Harborview Medical Center, Rotella Capital Management, Parametric as an Intern. Prior to this, I received my Bachelor degree in Physics from <a href="https://www.fudan.edu.cn/en/" target="_blank" rel="noopener">Fudan University</a> in China.</p>
<p>I received my PhD and Master degrees in Applied Mathematics from <a href="https://www.washington.edu/" target="_blank" rel="noopener">University of Washington </a>, advised by <a href="https://sites.google.com/site/timleungresearch/" target="_blank" rel="noopener">Prof. Tim Leung</a>. I also worked at Microsoft, Harborview Medical Center, Rotella Capital Management, and Parametric as an Intern. I received my Bachelor degree in Physics from <a href="https://www.fudan.edu.cn/en/" target="_blank" rel="noopener">Fudan University</a> in Shanghai, China.</p>
</div>

<div class="news-section">
<h2 id="news">News</h2>
<ul>
<!-- Check！！ -->
<li><strong>[May. 2024]</strong> We released <a href="https://microsoft.github.io/BiomedParse/" target="_blank" rel="noopener">BiomedPrase</a>, a biomedical foundation model for image parsing of everything everywhere all at once! With one model, we can perform segmentation, detection and obeject recognition for biomedical images now! <a href="https://arxiv.org/abs/2405.12971">Take a Look!</a> </li>
<li><strong>[May. 2024]</strong> Our paper about <a href="./assets/pdf/paretopaper.pdf ">Pareto Optimal Learning</a> is accepted to <a href="https://2024.aclweb.org/">ACL 2024</a>. Let's talk in Bangkok!</li>
<li><strong>[April. 2024]</strong> I will be giving a talk at <a href="https://ww2.amstat.org/meetings/jsm/2024/" target="_blank" rel="noopener">2024 Joint Statistical Meetings</a> on 08/05/2024. See you in Portland!</li>
<li><strong>[May. 2024]</strong> We released <a href="https://microsoft.github.io/BiomedParse/" target="_blank" rel="noopener">BiomedPrase</a>, a biomedical foundation model for image parsing of everything everywhere all at once! With one model, we can perform segmentation, detection and obeject recognition for biomedical images of 9 modalities! <a href="https://arxiv.org/abs/2405.12971">Take a Look!</a> </li>
<li><strong>[May. 2024]</strong> Our paper on <a href="https://arxiv.org/abs/2306.16564">LLM Error Detection</a> is accepted by <a href="https://2024.aclweb.org/">ACL 2024</a>. See you in Bangkok!</li>
<li><strong>[April. 2024]</strong> I am giving a talk at <a href="https://ww2.amstat.org/meetings/jsm/2024/" target="_blank" rel="noopener">2024 Joint Statistical Meetings</a> on 08/05/2024 in Portland.</li>
</ul>
</div>

Expand Down Expand Up @@ -144,12 +144,12 @@ <h2 id="publications">Recent Works</h2>
<div class="periodical">
<em><u><strong>ACL, </strong></u>2024 </em>
<div class="links ml-2">
<a href="./assets/pdf/paretopaper.pdf" class="btn btn-sm z-depth-0" role="button" target="_blank">[PDF]</a>
<a href="https://arxiv.org/pdf/2306.16564" class="btn btn-sm z-depth-0" role="button" target="_blank">[PDF]</a>
</div>

</div>
<div class="description mt-2">
<em>We demonstrate the proposed method can be utilized to increase the performance of an LLM, surpassing state-of-the-art task specific models.</em>
<em>We utilized Pareto optimal ledarning to estimate LLM error and increase the performance, surpassing state-of-the-art task specific models.</em>
</div>
</div>
</div>
Expand Down Expand Up @@ -233,16 +233,16 @@ <h2 id="publications">Recent Works</h2>
</div>
</div>
<div class="description mt-2">
<em>We present the method of complementary ensemble empirical mode decomposition (CEEMD) and Hilbert-Huang transform (HHT) for analyzing nonstation.
<em>We present the method of complementary ensemble empirical mode decomposition (CEEMD) and Hilbert-Huang transform (HHT) for analyzing nonstation financial time series.
</ol>
</div>
</div>
<!-- Fun -->
<div class="fun-section">
<h2 id="fun">Misc</h2>
<div class="fun-section">
<h4 id="fun">In my free time, I love stargazing and have recently started making some musics.</h4>
<p id="fun"> Here are some of my musics — Just a heads-up, you'll really hear sound when you hit “play”! 🎵 🎧</p>
<h4 id="fun">In my free time, I love stargazing. I also started making my own music recently.</h4>
<p id="fun"> Here are some of my music — Just a heads-up, you'll hear real SOUND when you hit “play”! 🎵 🎧</p>
<ul class="music-list">
<li class="music-item">
<p><strong> For Nora: Entanglement</strong></p>
Expand Down Expand Up @@ -291,7 +291,7 @@ <h4 id="fun">In my free time, I love stargazing and have recently started making
</div>
</div>

<h3 id="collaborations" > <u>If my research/music/cat interests you, <a href="mailto:[email protected]">send me an email! </a>I'm always open to collaborations and discussions.🍺</u>
<h3 id="collaborations" > <u>If my research/music interests you, <a href="mailto:[email protected]">send me an email! </a>I'm always open to collaborations and discussions.🍺</u>
<h3>

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