Merge branch 'master' of github.com:OpenPerceptionX/OpenPerceptionX.github.io

Author: betray12138

public/images/rss2026/native-memory-compression-card-loop.mp4

@@ -201,20 +201,20 @@ <h3><a href="https://opendrivelab.com/SparseVideoNav/">SparseVideoNav</a></h3>
           </article>
 
           <article class="work-card">
-            <a class="work-media work-media--memory" href="https://opendrivelab.com/rss2026/workshop" aria-label="Native Memory Compression workshop contribution">
-              <div class="memory-visual">
-                <span></span>
-                <span></span>
-                <span></span>
-              </div>
-              <strong>Native Memory Compression</strong>
+            <a class="work-media" href="https://opendrivelab.com/NativeMEM" aria-label="Native Memory Compression project page">
+              <video autoplay muted loop playsinline preload="metadata" poster="../images/rss2026/native-memory-compression-card.jpg" aria-label="Native Memory Compression long-horizon manipulation demo video">
+                <source src="../images/rss2026/native-memory-compression-card-loop.mp4" type="video/mp4">
+              </video>
             </a>
             <div class="work-body">
               <div class="tag-row">
                 <span class="tag tag--orange">Long-Horizon Memory</span>
               </div>
               <div class="work-title-row">
-                <h3><a href="https://opendrivelab.com/rss2026/workshop">Native Memory Compression</a></h3>
+                <h3><a href="https://opendrivelab.com/NativeMEM">NativeMEM</a></h3>
+                <div class="icon-links" aria-label="Native Memory Compression resources">
+                  <a class="icon-link icon-link--arxiv" href="https://arxiv.org/abs/2607.06678" aria-label="Native Memory Compression arXiv"><img src="../images/rss2026/icons/arxiv-icon.png" alt=""></a>
+                </div>
               </div>
               <p>
                 <strong>Task-native memory compression</strong> preserves decision-relevant
@@ -371,7 +371,7 @@ <h3 id="workshop-title">Towards Robust Execution of Long-Horizon Whole-Body Cont
                     <li><span>Talk</span> Fan Shi</li>
                     <li><span>Work</span> RoboNaldo humanoid soccer shooting</li>
                     <li><span>Work</span> SparseVideoNav beyond-view navigation</li>
-                    <li><span>Work</span> Native Memory Compression for long-horizon manipulation</li>
+                    <li><span>Work</span> NativeMEM for long-horizon manipulation</li>
                     <li><span>Demo</span> Humanoid Football Challenge!</li>
                   </ul>
                   <ul class="workshop-activity-list" aria-hidden="true">
@@ -382,7 +382,7 @@ <h3 id="workshop-title">Towards Robust Execution of Long-Horizon Whole-Body Cont
                     <li><span>Talk</span> Fan Shi</li>
                     <li><span>Work</span> RoboNaldo humanoid soccer shooting</li>
                     <li><span>Work</span> SparseVideoNav beyond-view navigation</li>
-                    <li><span>Work</span> Native Memory Compression for long-horizon manipulation</li>
+                    <li><span>Work</span> NativeMEM for long-horizon manipulation</li>
                     <li><span>Demo</span> Humanoid Football Challenge!</li>
                   </ul>
                 </div>