diff --git a/index.html b/index.html
index 1e0044f..1e5b795 100644
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+++ b/index.html
@@ -59,7 +59,17 @@ <h2 style="margin-bottom:10px">About</h2>
 
         <h2 style="margin-bottom:10px"> Selected Publications </h2>
 	      
-	  
+    <td style="padding:10px;width:110%;vertical-align:middle">
+              <p style="font-size:14.2px;margin-bottom:0;">
+                <papertitle><strong>Analyzing Ta-Shma’s Code via the Expander Mixing Lemma</strong></papertitle>, To Appear in IEEE Transactions on Information Theory, 2023 
+              </p>
+              <p style="font-size:13px;margin-bottom:0;">Silas Richelson, <strong>Sourya Roy</strong> </p>
+              <a href="https://arxiv.org/abs/2209.07024" target="_blank"> paper </a> 
+              <!--<p>
+                We rederive Ta-Shma's result using EML only. 
+              </p>-->
+              <br> <br>
+            </td>
 	      
 	       <td style="padding:10px;width:110%;vertical-align:middle">
               <p style="font-size:14.2px;margin-bottom:0;">