diff --git a/index-preview.html b/index-preview.html
index d23fbdd..f811d75 100644
--- a/index-preview.html
+++ b/index-preview.html
@@ -1322,7 +1322,7 @@ <h1 class="title is-1 publication-title">
               <div class="publication-links">
                 <!-- PDF Link. -->
                 <span class="link-block">
-                  <a href="https://arxiv.org/abs/#" class="external-link button is-normal is-rounded is-dark">
+                  <a href="https://arxiv.org/abs/2407.06581" class="external-link button is-normal is-rounded is-dark">
                     <span class="icon">
                       <i class="fas fa-file-pdf"></i>
                     </span>
diff --git a/index.html b/index.html
index d23fbdd..f811d75 100644
--- a/index.html
+++ b/index.html
@@ -1322,7 +1322,7 @@ <h1 class="title is-1 publication-title">
               <div class="publication-links">
                 <!-- PDF Link. -->
                 <span class="link-block">
-                  <a href="https://arxiv.org/abs/#" class="external-link button is-normal is-rounded is-dark">
+                  <a href="https://arxiv.org/abs/2407.06581" class="external-link button is-normal is-rounded is-dark">
                     <span class="icon">
                       <i class="fas fa-file-pdf"></i>
                     </span>