deploy: dbea079

Author: machineily

README.md

@@ -35,8 +35,8 @@
 
 <br>
 <p align="center">
-  <a href="">
-    <img src="https://img.shields.io/badge/💡%20ArXiv-25.XXX-B31B1B?style=flat-square" alt="Paper">
+  <a href="https://arxiv.org/abs/2509.09995">
+    <img src="https://img.shields.io/badge/💡%20ArXiv-2509.09995-B31B1B?style=flat-square" alt="Paper">
   </a>
   <a href="https://Y-Research-SBU.github.io/QuantAgent">
     <img src="https://img.shields.io/badge/Project-Website-blue?style=flat-square&logo=googlechrome" alt="Project Website">

README_CN.md

@@ -36,8 +36,8 @@
 <br>
 
 <p align="center">
-  <a href="">
-    <img src="https://img.shields.io/badge/💡%20ArXiv-25.XXX-B31B1B?style=flat-square" alt="Paper">
+  <a href="https://arxiv.org/abs/2509.09995">
+    <img src="https://img.shields.io/badge/💡%20ArXiv-2509.09995-B31B1B?style=flat-square" alt="Paper">
   </a>
   <a href="https://Y-Research-SBU.github.io/QuantAgent">
     <img src="https://img.shields.io/badge/Project-Website-blue?style=flat-square&logo=googlechrome" alt="Project Website">

index.html

@@ -823,7 +823,7 @@ <h1 class="main-title fade-in-up">
                      Equal Contribution</div>
              </div>
             <div class="action-buttons fade-in-delay-3">
-                <a href="#" class="action-btn paper-btn">
+                <a href="https://arxiv.org/abs/2509.09995" class="action-btn paper-btn">
                     <i class="fas fa-file-alt"></i>
                     Paper
                 </a>