diff --git a/.DS_Store b/.DS_Store
index 4015dfa..ec27451 100644
Binary files a/.DS_Store and b/.DS_Store differ
diff --git a/css/wowchemy.css b/css/wowchemy.css
index 70342a1..4f16643 100644
--- a/css/wowchemy.css
+++ b/css/wowchemy.css
@@ -576,20 +576,34 @@ pre {
 
 
 .centered-block {
-    margin: 0 auto;
-    max-width: 1200px;
-    padding: 1rem 10rem 1rem 10rem;
+    display: flex;
+    justify-content: center;
+    align-items: center;
+    text-align: center;
+    padding: 0 15px;
+    box-sizing: border-box;
+    width: 100%;
+    height: auto;
+    flex-direction: column;
+    align-content: center;
+    flex-wrap: nowrap;
+}
+
+.centered-block ul {
+    text-align: left; /* ul 블록 내의 텍스트를 왼쪽 정렬 */
 }
 
 @media (max-width: 1199px) {
     .centered-block {
         max-width: 100px;
+        /* padding: 1rem 10rem 1rem 10rem; */
     }
 }
 
 @media (max-width: 991px) {
     .centered-block {
         max-width: 800px;
+        /* padding: 1rem 10rem 1rem 10rem; */
     }
 }
 
@@ -5752,7 +5766,7 @@ button.bg-dark:focus {
 
 .ml-5,
 .mx-5 {
-  margin-left: 3rem !important; }
+  margin-left: 1rem !important; }
 
 .p-0 {
   padding: 0 !important; }
diff --git a/publication/2024-arxiv-cobra/index.html b/publication/2024-arxiv-cobra/index.html
index 00e53c3..0908985 100644
--- a/publication/2024-arxiv-cobra/index.html
+++ b/publication/2024-arxiv-cobra/index.html
@@ -151,7 +151,7 @@ <h3>Abstract</h3>
           <div class="col-md-10">
             <div class="row">
               <div class="col-12 col-md-3 pub-row-heading">Type</div>
-              <div class="col-12 col-md-9"><a href="/publication/#paper-arxiv">arxiv
+              <div class="col-12 col-md-9"><a href="/publication/#article">Arxiv Paper
                 </a></div>
             </div>
           </div>
@@ -163,7 +163,7 @@ <h3>Abstract</h3>
           <div class="col-md-10">
             <div class="row">
               <div class="col-12 col-md-3 pub-row-heading">Publication</div>
-              <div class="col-12 col-md-9">arxiv-2024</div>
+              <div class="col-12 col-md-9">arxiv</div>
             </div>
           </div>
           <div class="col-md-1"></div>
diff --git a/publication/2024-arxiv-wolf/index.html b/publication/2024-arxiv-wolf/index.html
index 09cd5e2..ea3ca7c 100644
--- a/publication/2024-arxiv-wolf/index.html
+++ b/publication/2024-arxiv-wolf/index.html
@@ -197,7 +197,7 @@ <h3>Abstract</h3>
 						<div class="col-md-10">
 							<div class="row">
 								<div class="col-12 col-md-3 pub-row-heading">Type</div>
-								<div class="col-12 col-md-9"><a href="/publication/#paper-arxiv">Arxiv paper </a></div>
+								<div class="col-12 col-md-9"><a href="/publication/#article">Arxiv Paper </a></div>
 							</div>
 						</div>
 						<div class="col-md-1"></div>
diff --git a/publication/index.html b/publication/index.html
index 6537bc8..861f753 100644
--- a/publication/index.html
+++ b/publication/index.html
@@ -197,6 +197,9 @@ <h1>Publications</h1>
                   <option value=".year-2023">
                     2023
                   </option>
+                  <option value=".year-2023">
+                    2024
+                  </option>
 
                 </select>
               </div>
@@ -204,7 +207,7 @@ <h1>Publications</h1>
 
             <div id="container-publications">
 
-              <div class="grid-sizer col-lg-12 isotope-item pubtype-paper-conference year-2023">
+              <div class="grid-sizer col-lg-12 isotope-item pubtype-article year-2024">
 
                 <div class="pub-list-item view-citation" style="margin-bottom: 1rem">
                   <i class="far fa-file-alt pub-icon" aria-hidden="true"></i>
@@ -217,27 +220,31 @@ <h1>Publications</h1>
                       <a href="/author/junhyeok-kim/">Junhyeok Kim</a></span>, <span>
                       <a href="/author/seong-jae-hwang/">Seong Jae Hwang</a></span>
                   </span>
-                  (2023).
+                  (2024).
                   <a href="/publication/2024-arxiv-wolf/">WoLF: Large Language Model Framework for CXR Understanding</a>.
-                  arxiv.
+                  arxiv`24.
 
                   <p>
 
-                    <a class="btn btn-outline-primary btn-page-header btn-sm" href="/" target="_blank" rel="noopener">
-                      PDF
+                    <a class="btn btn-outline-primary btn-page-header btn-sm" href="https://arxiv.org/abs/2403.15456" target="_blank" rel="noopener">
+                      Paper
                     </a>
 
-                    <a class="btn btn-outline-primary btn-page-header btn-sm" href="/" target="_blank" rel="noopener">
+                    <a class="btn btn-outline-primary btn-page-header btn-sm" href="publication/2024-arxiv-wolf" target="_blank" rel="noopener">
                       Code
                     </a>
 
+                    <a class="btn btn-outline-primary btn-page-header btn-sm" href="publication/2024-arxiv-wolf" target="_blank" rel="noopener">
+                      Project
+                    </a>
+
                   </p>
 
                 </div>
 
               </div>
 
-              <div class="grid-sizer col-lg-12 isotope-item pubtype-paper-conference year-2023">
+              <div class="grid-sizer col-lg-12 isotope-item pubtype-paper-conference year-2024">
 
                 <div class="pub-list-item view-citation" style="margin-bottom: 1rem">
                   <i class="far fa-file-alt pub-icon" aria-hidden="true"></i>
@@ -250,19 +257,29 @@ <h1>Publications</h1>
                       <a href="/author/mijin-yun/">Mijin Yun</a></span>, <span>
                       <a href="/author/seong-jae-hwang/">Seong Jae Hwang</a></span>
                   </span>
-                  (2023).
+                  (2024).
                   <a href="/publication/2024-miccai-ct2mri/">Slice-Consistent 3D Volumetric Brain CT-to-MRI Translation with 2D Brownian Bridge Diffusion Model</a>.
                   MICCAI`24.
 
                   <p>
+                    <a class="btn btn-outline-primary btn-page-header btn-sm" href="/publication/2024-miccai-ct2mri" target="_blank" rel="noopener">
+                      Paper
+                    </a>
+
+                    <a class="btn btn-outline-primary btn-page-header btn-sm" href="/publication/2024-miccai-ct2mri" target="_blank" rel="noopener">
+                      Code
+                    </a>
 
+                    <a class="btn btn-outline-primary btn-page-header btn-sm" href="/publication/2024-miccai-ct2mri" target="_blank" rel="noopener">
+                      Project
+                    </a>
                   </p>
 
                 </div>
 
               </div>
 
-              <div class="grid-sizer col-lg-12 isotope-item pubtype-paper-conference year-2023">
+              <div class="grid-sizer col-lg-12 isotope-item pubtype-paper-conference year-2024">
 
                 <div class="pub-list-item view-citation" style="margin-bottom: 1rem">
                   <i class="far fa-file-alt pub-icon" aria-hidden="true"></i>
@@ -276,19 +293,64 @@ <h1>Publications</h1>
                       <a href="/author/yumin-shim/">Yumin Shim</a></span>, <span>
                       <a href="/author/seong-jae-hwang/">Seong Jae Hwang</a></span>
                   </span>
-                  (2023).
+                  (2024).
                   <a href="/publication/2024-miccai-cxrl/">Advancing Text-Driven Chest X-Ray Generation with Policy-Based Reinforcement Learning</a>.
                   MICCAI`24.
 
                   <p>
+                    <a class="btn btn-outline-primary btn-page-header btn-sm" href="https://arxiv.org/abs/2403.06516v1" target="_blank" rel="noopener">
+                      Paper
+                    </a>
+
+                    <a class="btn btn-outline-primary btn-page-header btn-sm" href="https://github.com/MICV-yonsei/CXRL" target="_blank" rel="noopener">
+                      Code
+                    </a>
+
+                    <a class="btn btn-outline-primary btn-page-header btn-sm" href="https://micv-yonsei.github.io/cxrl2024/" target="_blank" rel="noopener">
+                      Project
+                    </a>
+                  </p>
+
+                </div>
+
+              </div>
+              
+              <div class="grid-sizer col-lg-12 isotope-item pubtype-article year-2024">
+
+                <div class="pub-list-item view-citation" style="margin-bottom: 1rem">
+                  <i class="far fa-file-alt pub-icon" aria-hidden="true"></i>
+
+                  <span class="article-metadata li-cite-author">
+
+                    <span>
+                      <a href="/author/woojung-han/">Woojung Han</a></span>, <span>
+                      <a href="/author/seil-kang/">Seil Kang</a></span>, <span>
+                      <a href="/author/kyobin-choo/">Kyobin-Choo</a></span>, <span>
+                      <a href="/author/seong-jae-hwang/">Seong Jae Hwang</a></span>
+                  </span>
+                  (2024).
+                  <a href="/publication/2024-arxiv-cobra/">CoBra: Complementary Branch Fusing Class and Semantic Knowledge for Robust Weakly Supervised Semantic Segmentation</a>.
+                  arxiv`24.
+
+                  <p>
+                    <a class="btn btn-outline-primary btn-page-header btn-sm" href="https://arxiv.org/abs/2403.08801" target="_blank" rel="noopener">
+                      Paper
+                    </a>
 
+                    <a class="btn btn-outline-primary btn-page-header btn-sm" href="https://github.com/MICV-yonsei/Cobra" target="_blank" rel="noopener">
+                      Code
+                    </a>
+
+                    <a class="btn btn-outline-primary btn-page-header btn-sm" href="https://anno9555.github.io/" target="_blank" rel="noopener">
+                      Project
+                    </a>
                   </p>
 
                 </div>
 
               </div>
 
-              <div class="grid-sizer col-lg-12 isotope-item pubtype-paper-conference year-2023">
+              <div class="grid-sizer col-lg-12 isotope-item pubtype-paper-conference year-2024">
 
                 <div class="pub-list-item view-citation" style="margin-bottom: 1rem">
                   <i class="far fa-file-alt pub-icon" aria-hidden="true"></i>
@@ -307,11 +369,11 @@ <h1>Publications</h1>
 
                   <p>
 
-                    <a class="btn btn-outline-primary btn-page-header btn-sm" href="/" target="_blank" rel="noopener">
-                      PDF
+                    <a class="btn btn-outline-primary btn-page-header btn-sm" href="https://arxiv.org/abs/2403.01482" target="_blank" rel="noopener">
+                      Paper
                     </a>
 
-                    <a class="btn btn-outline-primary btn-page-header btn-sm" href="/" target="_blank" rel="noopener">
+                    <a class="btn btn-outline-primary btn-page-header btn-sm" href="https://github.com/MICV-yonsei/EAGLE" target="_blank" rel="noopener">
                       Code
                     </a>