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@@ -77,15 +78,15 @@ <h2 style="font-size: 1rem; margin-top: -20px; color: #888">Zhengde Zhao</h2>
       <h2 id="about-me">About Me</h2>
 
    <!--Introducation! Part -->
-<p>I am Theodore (Zhengde) Zhao, a Senior Applied Scientist at <a href="https://www.microsoft.com/" target="_blank" rel="noopener">Microsoft</a>, Health and Life Sciences Research. Currently, I focus on creating state of the art foundation models for healthcare AI. Some of my recent work includes:</p>
+<p>I am Theodore (Zhengde) Zhao, 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>
 <ul>
-  <li><strong>Large Multimodal Foundation Model:</strong> Biomedical Image Analysis, Segmentation, Generation  </li>
-  <li><strong>Machine Learning:</strong> Time Series Modelling, Self-Superversion, Error Detection </li>
+  <li><strong>Large Multimodal Foundation Model:</strong> Image Analysis, Segmentation  </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 Shanghai, China.</p>
+<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>
 
 
 <!-- News Part -->
@@ -94,8 +95,8 @@ <h2 id="news">News</h2>
 
 <ul>
   <!-- Check！！  -->
-  <li><strong>[May. 2024]</strong> We released <a href="https://aka.ms/biomedparse-project" target="_blank" rel="noopener">BiomedPrase</a>, a biomedical foundation model for image parsing of everything everywhere all at once!</li>
-  <li><strong>[May. 2024]</strong> Our paper on <a href="https://arxiv.org/pdf/2306.16564 ">Pareto Optimal Learning</a> is accepted to <a href="https://2024.aclweb.org/">ACL 2024</a>, See you in Bangkok!</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!</li>
+  <li><strong>[May. 2024]</strong> Our paper about <a href="https://arxiv.org/pdf/2306.16564 ">Pareto Optimal Learning</a> is accepted to <a href="https://2024.aclweb.org/">ACL 2024</a>, See you in Bangkok!</li>
 </ul>
 
   <!-- Publications！！  -->
@@ -108,7 +109,7 @@ <h2 id="publications">Recent Works</h2>
     <li>
       <div class="pub-row row">
         <div class="col-sm-3 abbr">
-          <img src="./assets/img/CT-Abdomen_short.mp4" class="teaser img-fluid z-depth-1" alt="Publication Teaser Image">
+          <img src="./assets/img/CT-Abdomen_short.gif" class="teaser img-fluid z-depth-1" alt="Publication Teaser Image">
         </div>
         <div class="col-sm-9">
           <div class="title"><a href="arvis的链接">BiomedPrase: <br>a biomedical foundation model for image parsing of everything everywhere all at once</a></div>
@@ -143,7 +144,7 @@ <h2 id="publications">Recent Works</h2>
         -->
           </div>
           <div class="description mt-2">
-            <em>We demonstrate the Pareto optimal learning can be utilized to estimate LLM error and increase the end performance, surpassing state-of-the-art task specific models.</em>
+            <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>
           </div>
         </div>
       </div>
@@ -274,11 +275,11 @@ <h4 id="fun">In my free time, I love stargazing and have recently started making
     </li>
     <li class="music-item">
       <p><strong>For Mom: Happy Birthday!</strong></p>
-      <audio id="audio3" src="./assets/music/Formom.m4a"></audio>
-      <button class="audio-btn" onclick="document.getElementById('audio3').play()">
+      <audio id="audio4" src="./assets/music/Formom.m4a"></audio>
+      <button class="audio-btn" onclick="document.getElementById('audio4').play()">
         <i class="fas fa-play"></i> <span>Play</span>
       </button>
-      <button class="audio-btn" onclick="document.getElementById('audio3').pause()">
+      <button class="audio-btn" onclick="document.getElementById('audio4').pause()">
         <i class="fas fa-pause"></i> <span>Pause</span>
       </button>
     </li>
@@ -288,20 +289,22 @@ <h4 id="fun">In my free time, I love stargazing and have recently started making
 </div>
 
 
-
+<h3 id="collaborations" > <u>If my research/music/cat interests you, <a href="mailto:tedzh17@gmail.com">send me an email! </a>I'm always open to collaborations and discussions.🍺</u>
+<h3>
 
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- 
-  <p><small>If my research/music/cat interests you, <a href="mailto:tedzh17@gmail.com">send me an email! </a>I'm always open to collaborations and discussions. </a> </small></p>
-  
   </section>
-  <footer>
-  
-  </footer>
+ 
+
+
+     
+        <p id="footer"><small>© 2024 Theodore Zhao.</small> </p>
+    
+
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