ADD: seedflood on main

Author: hyeondo-jang

index.html

@@ -154,11 +154,16 @@ <h1>Lee Optimization Group</h1>
             For further information, please visit the 
             <a href="hiring.html">Hiring</a>.
         </p> -->
-        <h3>News</h3>
+        <h3>Recent News</h3>
         <ul>
             <li>
                 <strong>Feb 2026  </strong> 
-                🎓 Our new paper is now available on <a href="https://www.arxiv.org/abs/2602.03515" target="_blank">here</a>! In this work, we propose a basis rotation approach to effectively address the gradient staleness problem in asynchronous pipeline parallelism.
+                📃 Our new paper is now available on <a href="https://arxiv.org/abs/2602.18181v1" target="_blank">arXiv</a>! In this work, We propose SeedFlood, a decentralized LLM training framework with seed-reconstructible zeroth-order updates that achieves model-size–independent communication cost and perfect consensus.
+            </li>
+
+            <li>
+                <strong>Feb 2026  </strong> 
+                📃 Our new paper is now available on <a href="https://www.arxiv.org/abs/2602.03515" target="_blank">arXiv</a>! In this work, we propose a basis rotation approach to effectively address the gradient staleness problem in asynchronous pipeline parallelism.
             </li>
 
             <li>
@@ -197,12 +202,12 @@ <h3>News</h3>
                 </a>
             </li>
 
-            <li>
+            <!-- <li>
                 <strong>Nov 2025  </strong> 
                 🎓 We had 2 papers 
                 (<a href="https://arxiv.org/abs/2510.25798" target="_blank">MemEIC</a> and <a href="https://arxiv.org/abs/2505.16705" target="_blank">An Analysis of Impact of Noisy Annotations on Concept Bottleneck Models</a>)
                 accepted to NeurIPS 2025.
-            </li>
+            </li> -->
 
         </ul>