diff --git a/index.html b/index.html
index 7a5d6ee..bb58b0b 100644
--- a/index.html
+++ b/index.html
@@ -160,7 +160,7 @@ <h1 class="title is-1 publication-title is-bold">
                                     </a> &nbsp;&nbsp;
                                  </span> -->
                                 <span class="link-block">
-                                    <a href="" class="btn btn-outline-dark"
+                                    <a href="https://arxiv.org/abs/2411.11922" class="btn btn-outline-dark"
                                         role="button">
                                         <span class="icon">
                                             <i class="ai ai-arxiv"></i>
@@ -170,7 +170,7 @@ <h1 class="title is-1 publication-title is-bold">
                                 </span>
                                 <!-- Code Link. -->
                                 <span class="link-block">
-                                    <a href="" class="btn btn-outline-dark" role="button">
+                                    <a href="https://github.com/yangchris11/samurai" class="btn btn-outline-dark" role="button">
                                         <span class="icon">
                                             <i class="fab fa-github"></i>
                                         </span>
@@ -316,7 +316,15 @@ <h2 class="title is-4" id="visualization">Visualization</h2>
         <div class="container is-max-desktop content">
             <h2 class="title">BibTeX</h2>
             <pre>
-
+            @misc{yang2024samurai,
+                  title={SAMURAI: Adapting Segment Anything Model for Zero-Shot Visual Tracking with Motion-Aware Memory}, 
+                  author={Cheng-Yen Yang and Hsiang-Wei Huang and Wenhao Chai and Zhongyu Jiang and Jenq-Neng Hwang},
+                  year={2024},
+                  eprint={2411.11922},
+                  archivePrefix={arXiv},
+                  primaryClass={cs.CV},
+                  url={https://arxiv.org/abs/2411.11922}, 
+            }
             </pre>
         </div>
     </section>