diff --git a/author/donghyun-kim/index.html b/author/donghyun-kim/index.html
index 92ca93a..3d05cf3 100644
--- a/author/donghyun-kim/index.html
+++ b/author/donghyun-kim/index.html
@@ -1,6 +1,6 @@
 <!DOCTYPE html>
 <html lang="en">
-<head><script src="/livereload.js?mindelay=10&amp;v=2&amp;port=1313&amp;path=livereload" data-no-instant defer></script>
+  <head><script src="/livereload.js?mindelay=10&amp;v=2&amp;port=1313&amp;path=livereload" data-no-instant defer></script>
     <script src="/livereload.js?mindelay=10&amp;v=2&amp;port=1313&amp;path=livereload" data-no-instant defer></script>
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1" />
@@ -9,7 +9,7 @@
     <script src="/js/mathjax-config.js"></script>
     <link rel="stylesheet" href="/css/vendor-bundle.min.css" media="print" onload="this.media='all'">
     <link rel="stylesheet" href="https://cdn.jsdelivr.net/gh/jpswalsh/academicons@1.9.4/css/academicons.min.css" integrity="sha512-IW0nhlW5MgNydsXJO40En2EoCkTTjZhI3yuODrZIc8cQ4h1XcF53PsqDHa09NqnkXuIe0Oiyyj171BqZFwISBw==" crossorigin="anonymous" media="print" onload="this.media='all'">
-    <link rel="stylesheet" href="https://cdn.jsdelivr.net/npm/leaflet@1.7.1/dist/leaflet.min.css" integrity="" crossorigin="anonymous" media="print" onload="this.media='all'">
+    <link rel="stylesheet" href="https://cdn.jsdelivr.net/npm/leaflet@1.7.1/dist/leaflet.min.css" integrity crossorigin="anonymous" media="print" onload="this.media='all'">
     <link rel="stylesheet" href="/css/wowchemy.css" />
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@@ -18,9 +18,9 @@
     <link rel="canonical" href="http://localhost:1313/author/" />
     <link rel="manifest" href="/manifest.webmanifest" />
     <link rel="icon" type="image/png"
-          href="/media/icon_huc20aa2f6f5c0a6f78f1951b0621355e5_26767_32x32_fill_lanczos_center_3.png" />
+      href="/media/icon_huc20aa2f6f5c0a6f78f1951b0621355e5_26767_32x32_fill_lanczos_center_3.png" />
     <link rel="apple-touch-icon" type="image/png"
-          href="/media/icon_huc20aa2f6f5c0a6f78f1951b0621355e5_26767_180x180_fill_lanczos_center_3.png" />
+      href="/media/icon_huc20aa2f6f5c0a6f78f1951b0621355e5_26767_180x180_fill_lanczos_center_3.png" />
     <meta name="theme-color" content="#1565c0" />
     <meta property="twitter:card" content="summary" />
     <meta property="twitter:site" content="@GetResearchDev" />
@@ -35,150 +35,152 @@
     <meta property="og:locale" content="en-us" />
     <link rel="alternate" href="/author/index.xml" type="application/rss+xml" title="MICV" />
     <title>MICV</title>
-</head>
+  </head>
 
-<body id="top" data-spy="scroll" data-offset="70" data-target="#TableOfContents" class="page-wrapper">
+  <body id="top" data-spy="scroll" data-offset="70" data-target="#TableOfContents" class="page-wrapper">
     <div class="page-header header--fixed">
-<header>
-  <nav class="navbar navbar-expand-lg navbar-light compensate-for-scrollbar" id="navbar-main">
-    <div class="container-xl">
-      <div class="d-none d-lg-inline-flex">
-        <a class="navbar-brand" href="/">MICV</a>
-      </div>
-      <button type="button" class="navbar-toggler" data-toggle="collapse"
+      <header>
+        <nav class="navbar navbar-expand-lg navbar-light compensate-for-scrollbar" id="navbar-main">
+          <div class="container-xl">
+            <div class="d-none d-lg-inline-flex">
+              <a class="navbar-brand" href="/">MICV</a>
+            </div>
+            <button type="button" class="navbar-toggler" data-toggle="collapse"
               data-target="#navbar-content" aria-controls="navbar-content" aria-expanded="false" aria-label="Toggle navigation">
-      <span><i class="fas fa-bars"></i></span>
-      </button>
-      <div class="navbar-brand-mobile-wrapper d-inline-flex d-lg-none">
-        <a class="navbar-brand" href="/">MICV</a>
-      </div>
-      <div class="navbar-collapse main-menu-item collapse justify-content-end" id="navbar-content">
-        <ul class="navbar-nav d-md-inline-flex">
-          <li class="nav-item">
-            <a class="nav-link " href="/#news" data-target="#news"><span>News</span></a>
-          </li>
-          <li class="nav-item">
-            <a class="nav-link " href="/#professor" data-target="#professor"><span>Professor</span></a>
-          </li>
-          <li class="nav-item">
-            <a class="nav-link " href="/#people" data-target="#people"><span>Members</span></a>
-          </li>
-          <li class="nav-item">
-            <a class="nav-link " href="/#research-topics" data-target="#research-topics"><span>Research</span></a>
-          </li>
-          <li class="nav-item">
-            <a class="nav-link " href="/#publication" data-target="#publication"><span>Publications</span></a>
-          </li>
-          <li class="nav-item">
-            <a class="nav-link " href="/#contact" data-target="#contact"><span>Contact</span></a>
-          </li>
-        </ul>
-      </div>
-      <ul class="nav-icons navbar-nav flex-row ml-auto d-flex pl-md-2">
-        <li class="nav-item">
-          <a class="nav-link js-search" href="#" aria-label="Search"><i class="fas fa-search" aria-hidden="true"></i></a>
-        </li>
-      </ul>
+              <span><i class="fas fa-bars"></i></span>
+            </button>
+            <div class="navbar-brand-mobile-wrapper d-inline-flex d-lg-none">
+              <a class="navbar-brand" href="/">MICV</a>
+            </div>
+            <div class="navbar-collapse main-menu-item collapse justify-content-end" id="navbar-content">
+              <ul class="navbar-nav d-md-inline-flex">
+                <li class="nav-item">
+                  <a class="nav-link " href="/#news" data-target="#news"><span>News</span></a>
+                </li>
+                <li class="nav-item">
+                  <a class="nav-link " href="/#professor" data-target="#professor"><span>Professor</span></a>
+                </li>
+                <li class="nav-item">
+                  <a class="nav-link " href="/#people" data-target="#people"><span>Members</span></a>
+                </li>
+                <li class="nav-item">
+                  <a class="nav-link " href="/#research-topics" data-target="#research-topics"><span>Research</span></a>
+                </li>
+                <li class="nav-item">
+                  <a class="nav-link " href="/#publication" data-target="#publication"><span>Publications</span></a>
+                </li>
+                <li class="nav-item">
+                  <a class="nav-link " href="/#contact" data-target="#contact"><span>Contact</span></a>
+                </li>
+              </ul>
+            </div>
+            <ul class="nav-icons navbar-nav flex-row ml-auto d-flex pl-md-2">
+              <li class="nav-item">
+                <a class="nav-link js-search" href="#" aria-label="Search"><i class="fas fa-search" aria-hidden="true"></i></a>
+              </li>
+            </ul>
+          </div>
+        </nav>
+      </header>
     </div>
-  </nav>
-</header>
-</div>
-    
+
     <main role="main" class="container">
-        <section id="profile-page" class="pt-5">
-            <div class="container">
-                <div class="row">
-                    <div class="col-12 col-lg-4">
-                        <div id="profile">
-                            <img class="avatar avatar-circle" width="270" height="270" src="avatar.png" alt="Donghyun Kim">
-                            <div class="portrait-title">
-                                <h2>Donghyun Kim</h2>
-                                <h3>
-                                    <span></span>
-                                </h3>
-                            </div>
-                            <ul class="network-icon" aria-hidden="true">
-                                
-                                
-                                
-                                
-                            </ul>
-                        </div>
-                    </div>
-                    <div class="col-12 col-lg-8 members-info">
-                        <div class="article-style">
-                            
-                        </div>
-                        <div class="row">
-                            
-                            <div class="col-md-6">
-                                <div class="section-subheading">Interests</div>
-                                <ul class="ul-interests mb-0">
-                                    
-                                        <li>Dehazing</li>
-                                    
-                                        <li>Vision-Language Models</li>
-                                    
-                                  </ul>
-                                </div>
-                              
-                            <div class="col-md-6">
-                                <div class="section-subheading">Education</div>
-                                <ul class="ul-edu fa-ul mb-0">
-                                    
-                                        <li>
-                                            <i class="fa-li fas fa-graduation-cap"></i>
-                                            <div class="description">
-                                                <p class="course">your-course</p>
-                                                <p class="year">year</p>
-                                                <p class="institution">your-institution</p>
-                                            </div>
-                                        </li>
-                                    
-                                </ul>
-                            </div>
-                        
-                        
-                        <div class="col-md-6">
-                        
-                        </div>
-
-                        <div class="col-md-6">
-                        
-                        </div>
-
-
-                        <div class="col-md-6">
-                        
-                        </div>
-
-                        <div class="col-md-6">
-                        
-                        </div>
-
-                        <div class="col-md-6">
-                        
-                        </div>
-
-                        <div class="col-md-6">
-                        
-                        </div>
-
-                        <div class="col-md-6">
-                        
-                        </div>
-
-                        <div class="col-md-6">
-                        
-                        </div>
-                    </div>
+      <section id="profile-page" class="pt-5">
+        <div class="container">
+          <div class="row">
+            <div class="col-12 col-lg-4">
+              <div id="profile">
+                <img class="avatar avatar-circle" width="270" height="270" src="avatar.png" alt="Donghyun Kim">
+                <div class="portrait-title">
+                  <h2>Donghyun Kim</h2>
+                  <h3>
+                    <span></span>
+                  </h3>
+                </div>
+                <ul class="network-icon" aria-hidden="true">
+
+                </ul>
+              </div>
+            </div>
+            <div class="col-12 col-lg-8 members-info">
+              <div class="article-style">
+
+              </div>
+              <div class="row">
+
+                <div class="col-md-6">
+                  <div class="section-subheading">Interests</div>
+                  <ul class="ul-interests mb-0">
+
+                    <li>Dehazing</li>
+
+                    <li>Vision-Language Models</li>
+
+                  </ul>
+                </div>
+
+                <div class="col-md-6">
+                  <div class="section-subheading">Education</div>
+                  <ul class="ul-edu fa-ul mb-0">
+
+                    <li>
+                      <i class="fa-li fas fa-graduation-cap"></i>
+                      <div class="description">
+                        <p class="course">your-course</p>
+                        <p class="year">year</p>
+                        <p class="institution">your-institution</p>
+                      </div>
+                    </li>
+
+                  </ul>
+                </div>
+
+                <div class="col-md-6"> <!--필요시 추가 작성-->
+                  <div class="section-subheading">Selected Publications</div>
+                  <ul class="ul-interests mb-0">
+                    <li>
+                      <a href="/publication/2024-arxiv-wolf" target="_blank">
+                        WoLF: Large Language Model Framework for CXR Understanding, arxiv 2024
+                      </a>
+                    </li>
+                  </ul>
+                </div>
+
+                <div class="col-md-6">
+
+                </div>
+
+                <div class="col-md-6">
+
+                </div>
+
+                <div class="col-md-6">
+
+                </div>
+
+                <div class="col-md-6">
+
+                </div>
+
+                <div class="col-md-6">
+
+                </div>
+
+                <div class="col-md-6">
+
+                </div>
+
+                <div class="col-md-6">
+
                 </div>
+              </div>
             </div>
+          </div>
         </section>
-    </main>
+      </main>
 
-    <script src="/js/vendor-bundle.min.js"></script>
-    <script src="/js/wowchemy-init.min.js"></script>
-    <script src="/js/scripts.js"></script>
-</body>
-</html>
+      <script src="/js/vendor-bundle.min.js"></script>
+      <script src="/js/wowchemy-init.min.js"></script>
+      <script src="/js/scripts.js"></script>
+    </body>
+  </html>
diff --git a/author/junhyeok-kim/index.html b/author/junhyeok-kim/index.html
index 1fd6005..507d8ad 100644
--- a/author/junhyeok-kim/index.html
+++ b/author/junhyeok-kim/index.html
@@ -1,6 +1,6 @@
 <!DOCTYPE html>
 <html lang="en">
-<head><script src="/livereload.js?mindelay=10&amp;v=2&amp;port=1313&amp;path=livereload" data-no-instant defer></script>
+  <head><script src="/livereload.js?mindelay=10&amp;v=2&amp;port=1313&amp;path=livereload" data-no-instant defer></script>
     <script src="/livereload.js?mindelay=10&amp;v=2&amp;port=1313&amp;path=livereload" data-no-instant defer></script>
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1" />
@@ -9,7 +9,7 @@
     <script src="/js/mathjax-config.js"></script>
     <link rel="stylesheet" href="/css/vendor-bundle.min.css" media="print" onload="this.media='all'">
     <link rel="stylesheet" href="https://cdn.jsdelivr.net/gh/jpswalsh/academicons@1.9.4/css/academicons.min.css" integrity="sha512-IW0nhlW5MgNydsXJO40En2EoCkTTjZhI3yuODrZIc8cQ4h1XcF53PsqDHa09NqnkXuIe0Oiyyj171BqZFwISBw==" crossorigin="anonymous" media="print" onload="this.media='all'">
-    <link rel="stylesheet" href="https://cdn.jsdelivr.net/npm/leaflet@1.7.1/dist/leaflet.min.css" integrity="" crossorigin="anonymous" media="print" onload="this.media='all'">
+    <link rel="stylesheet" href="https://cdn.jsdelivr.net/npm/leaflet@1.7.1/dist/leaflet.min.css" integrity crossorigin="anonymous" media="print" onload="this.media='all'">
     <link rel="stylesheet" href="/css/wowchemy.css" />
     <link rel="stylesheet" href="/css/libs/chroma/github-light.min.css" title="hl-light" media="print" onload="this.media='all'">
     <link rel="stylesheet" href="/css/libs/chroma/dracula.min.css" title="hl-dark" media="print" onload="this.media='all'" disabled>
@@ -17,10 +17,10 @@
     <link rel="alternate" hreflang="en-us" href="http://localhost:1313/author/" />
     <link rel="canonical" href="http://localhost:1313/author/" />
     <link rel="manifest" href="/manifest.webmanifest" />
-      <link rel="icon" type="image/png"
-            href="/media/icon_huc20aa2f6f5c0a6f78f1951b0621355e5_26767_32x32_fill_lanczos_center_3.png" />
-      <link rel="apple-touch-icon" type="image/png"
-            href="/media/icon_huc20aa2f6f5c0a6f78f1951b0621355e5_26767_180x180_fill_lanczos_center_3.png" />
+    <link rel="icon" type="image/png"
+      href="/media/icon_huc20aa2f6f5c0a6f78f1951b0621355e5_26767_32x32_fill_lanczos_center_3.png" />
+    <link rel="apple-touch-icon" type="image/png"
+      href="/media/icon_huc20aa2f6f5c0a6f78f1951b0621355e5_26767_180x180_fill_lanczos_center_3.png" />
     <meta name="theme-color" content="#1565c0" />
     <meta property="twitter:card" content="summary" />
     <meta property="twitter:site" content="@GetResearchDev" />
@@ -35,145 +35,147 @@
     <meta property="og:locale" content="en-us" />
     <link rel="alternate" href="/author/index.xml" type="application/rss+xml" title="MICV" />
     <title>MICV</title>
-</head>
+  </head>
 
-<body id="top" data-spy="scroll" data-offset="70" data-target="#TableOfContents" class="page-wrapper">
+  <body id="top" data-spy="scroll" data-offset="70" data-target="#TableOfContents" class="page-wrapper">
     <div class="page-header header--fixed">
-<header>
-  <nav class="navbar navbar-expand-lg navbar-light compensate-for-scrollbar" id="navbar-main">
-    <div class="container-xl">
-      <div class="d-none d-lg-inline-flex">
-        <a class="navbar-brand" href="/">MICV</a>
-      </div>
-      <button type="button" class="navbar-toggler" data-toggle="collapse"
+      <header>
+        <nav class="navbar navbar-expand-lg navbar-light compensate-for-scrollbar" id="navbar-main">
+          <div class="container-xl">
+            <div class="d-none d-lg-inline-flex">
+              <a class="navbar-brand" href="/">MICV</a>
+            </div>
+            <button type="button" class="navbar-toggler" data-toggle="collapse"
               data-target="#navbar-content" aria-controls="navbar-content" aria-expanded="false" aria-label="Toggle navigation">
-      <span><i class="fas fa-bars"></i></span>
-      </button>
-      <div class="navbar-brand-mobile-wrapper d-inline-flex d-lg-none">
-        <a class="navbar-brand" href="/">MICV</a>
-      </div>
-      <div class="navbar-collapse main-menu-item collapse justify-content-end" id="navbar-content">
-        <ul class="navbar-nav d-md-inline-flex">
-          <li class="nav-item">
-            <a class="nav-link " href="/#news" data-target="#news"><span>News</span></a>
-          </li>
-          <li class="nav-item">
-            <a class="nav-link " href="/#professor" data-target="#professor"><span>Professor</span></a>
-          </li>
-          <li class="nav-item">
-            <a class="nav-link " href="/#people" data-target="#people"><span>Members</span></a>
-          </li>
-          <li class="nav-item">
-            <a class="nav-link " href="/#research-topics" data-target="#research-topics"><span>Research</span></a>
-          </li>
-          <li class="nav-item">
-            <a class="nav-link " href="/#publication" data-target="#publication"><span>Publications</span></a>
-          </li>
-          <li class="nav-item">
-            <a class="nav-link " href="/#contact" data-target="#contact"><span>Contact</span></a>
-          </li>
-        </ul>
-      </div>
-      <ul class="nav-icons navbar-nav flex-row ml-auto d-flex pl-md-2">
-        <li class="nav-item">
-          <a class="nav-link js-search" href="#" aria-label="Search"><i class="fas fa-search" aria-hidden="true"></i></a>
-        </li>
-      </ul>
+              <span><i class="fas fa-bars"></i></span>
+            </button>
+            <div class="navbar-brand-mobile-wrapper d-inline-flex d-lg-none">
+              <a class="navbar-brand" href="/">MICV</a>
+            </div>
+            <div class="navbar-collapse main-menu-item collapse justify-content-end" id="navbar-content">
+              <ul class="navbar-nav d-md-inline-flex">
+                <li class="nav-item">
+                  <a class="nav-link " href="/#news" data-target="#news"><span>News</span></a>
+                </li>
+                <li class="nav-item">
+                  <a class="nav-link " href="/#professor" data-target="#professor"><span>Professor</span></a>
+                </li>
+                <li class="nav-item">
+                  <a class="nav-link " href="/#people" data-target="#people"><span>Members</span></a>
+                </li>
+                <li class="nav-item">
+                  <a class="nav-link " href="/#research-topics" data-target="#research-topics"><span>Research</span></a>
+                </li>
+                <li class="nav-item">
+                  <a class="nav-link " href="/#publication" data-target="#publication"><span>Publications</span></a>
+                </li>
+                <li class="nav-item">
+                  <a class="nav-link " href="/#contact" data-target="#contact"><span>Contact</span></a>
+                </li>
+              </ul>
+            </div>
+            <ul class="nav-icons navbar-nav flex-row ml-auto d-flex pl-md-2">
+              <li class="nav-item">
+                <a class="nav-link js-search" href="#" aria-label="Search"><i class="fas fa-search" aria-hidden="true"></i></a>
+              </li>
+            </ul>
+          </div>
+        </nav>
+      </header>
     </div>
-  </nav>
-</header>
-</div>
-    
+
     <main role="main" class="container">
-        <section id="profile-page" class="pt-5">
-            <div class="container">
-                <div class="row">
-                    <div class="col-12 col-lg-4">
-                        <div id="profile">
-                            <img class="avatar avatar-circle" width="270" height="270" src="avatar.png" alt="Junhyeok Kim">
-                            <div class="portrait-title">
-                                <h2>Junhyeok Kim</h2>
-                                <h3>
-                                    <span></span>
-                                </h3>
-                            </div>
-                            <ul class="network-icon" aria-hidden="true">
-                                
-                                
-                                
-                                
-                            </ul>
-                        </div>
-                    </div>
-                    <div class="col-12 col-lg-8 members-info">
-                        <div class="row">
-                            
-                            <div class="col-md-6">
-                                <div class="section-subheading">Interests</div>
-                                <ul class="ul-interests mb-0">
-                                    
-                                        <li>Vision and Language</li>
-                                    
-                                  </ul>
-                                </div>
-                              
-                            <div class="col-md-6">
-                                <div class="section-subheading">Education</div>
-                                <ul class="ul-edu fa-ul mb-0">
-                                    
-                                        <li>
-                                            <i class="fa-li fas fa-graduation-cap"></i>
-                                            <div class="description">
-                                                <p class="course">your-course</p>
-                                                <p class="year">year</p>
-                                                <p class="institution">your-institution</p>
-                                            </div>
-                                        </li>
-                                    
-                                </ul>
-                            </div>
-                        
-                        
-                        <div class="col-md-6">
-                        
-                        </div>
-
-                        <div class="col-md-6">
-                        
-                        </div>
-
-
-                        <div class="col-md-6">
-                        
-                        </div>
-
-                        <div class="col-md-6">
-                        
-                        </div>
-
-                        <div class="col-md-6">
-                        
-                        </div>
-
-                        <div class="col-md-6">
-                        
-                        </div>
-
-                        <div class="col-md-6">
-                        
-                        </div>
-
-                        <div class="col-md-6">
-                        
-                        </div>
-                    </div>
+      <section id="profile-page" class="pt-5">
+        <div class="container">
+          <div class="row">
+            <div class="col-12 col-lg-4">
+              <div id="profile">
+                <img class="avatar avatar-circle" width="270" height="270" src="avatar.png" alt="Junhyeok Kim">
+                <div class="portrait-title">
+                  <h2>Junhyeok Kim</h2>
+                  <h3>
+                    <span></span>
+                  </h3>
+                </div>
+                <ul class="network-icon" aria-hidden="true">
+
+                </ul>
+              </div>
+            </div>
+            <div class="col-12 col-lg-8 members-info">
+              <div class="row">
+
+                <div class="col-md-6">
+                  <div class="section-subheading">Interests</div>
+                  <ul class="ul-interests mb-0">
+
+                    <li>Vision and Language</li>
+
+                  </ul>
+                </div>
+
+                <div class="col-md-6">
+                  <div class="section-subheading">Education</div>
+                  <ul class="ul-edu fa-ul mb-0">
+
+                    <li>
+                      <i class="fa-li fas fa-graduation-cap"></i>
+                      <div class="description">
+                        <p class="course">your-course</p>
+                        <p class="year">year</p>
+                        <p class="institution">your-institution</p>
+                      </div>
+                    </li>
+
+                  </ul>
+                </div>
+
+                <div class="col-md-6"> <!--필요시 추가 작성-->
+                  <div class="section-subheading">Selected Publications</div>
+                  <ul class="ul-interests mb-0">
+                    <li>
+                      <a href="/publication/2024-arxiv-wolf" target="_blank">
+                        WoLF: Large Language Model Framework for CXR Understanding, arxiv 2024
+                      </a>
+                    </li>
+                  </ul>
+                </div>
+
+                <div class="col-md-6">
+
+                </div>
+
+                <div class="col-md-6">
+
+                </div>
+
+                <div class="col-md-6">
+
+                </div>
+
+                <div class="col-md-6">
+
+                </div>
+
+                <div class="col-md-6">
+
+                </div>
+
+                <div class="col-md-6">
+
+                </div>
+
+                <div class="col-md-6">
+
                 </div>
+              </div>
             </div>
+          </div>
         </section>
-    </main>
+      </main>
 
-    <script src="/js/vendor-bundle.min.js"></script>
-    <script src="/js/wowchemy-init.min.js"></script>
-    <script src="/js/scripts.js"></script>
-</body>
-</html>
+      <script src="/js/vendor-bundle.min.js"></script>
+      <script src="/js/wowchemy-init.min.js"></script>
+      <script src="/js/scripts.js"></script>
+    </body>
+  </html>
diff --git a/author/seil-kang/index.html b/author/seil-kang/index.html
index 8a37982..93f1272 100644
--- a/author/seil-kang/index.html
+++ b/author/seil-kang/index.html
@@ -134,7 +134,16 @@ <h3><span></span></h3>
                   </li>
                 </ul>
               </div>
-              <div class="col-md-6"></div>
+              <div class="col-md-6"> <!--필요시 추가 작성-->
+              <div class="section-subheading">Selected Publications</div>
+                <ul class="ul-interests mb-0">
+                  <li>
+                    <a href="/publication/2024-arxiv-wolf" target="_blank">
+                      WoLF: Large Language Model Framework for CXR Understanding, arxiv 2024
+                    </a>
+                  </li>
+                </ul>
+              </div>
               <div class="col-md-6"></div>
               <div class="col-md-6"></div>
               <div class="col-md-6"></div>
diff --git a/authors/authors.md b/authors/authors.md
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diff --git a/authors/index.html b/authors/index.html
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-        <div class="col-6 col-search-close">
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-        aria-label="Search...">
-        
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-    <section class="section-search-results">
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-      <div id="search-hits">
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diff --git a/index.html b/index.html
index e124413..7ca872d 100644
--- a/index.html
+++ b/index.html
@@ -552,7 +552,7 @@ <h1 class="mb-0">Publications</h1>
                      href="/publication/2024-arxiv-wolf/">WoLF: Wide-scope Large Language Model Framework for
                     CXR Understanding</a></div><a href="/publication/2024-arxiv-wolf/"
                    class="summary-link">
-                  <div class="article-style">arxiv </div>
+                  <div class="article-style">arxiv 2024</div>
                 </a>
                 <div class="stream-meta article-metadata">
                   <div><span><a href="/author/seil-kang/">Seil Kang</a></span>, <span><a
