diff --git a/data.yaml b/data.yaml
index 93f3dd5..04b7ded 100644
--- a/data.yaml
+++ b/data.yaml
@@ -241,6 +241,12 @@ teaching:
     links: {}
 
 presentations:
+  - title: "AMDEN: Amorphous Materials DEnoising Network"
+    tags: 
+      - "Oral Representation"
+      - "PNCS17"
+    links:
+      Slides: "/assets/pncs17-slides.pdf"
   - title: "Self-supervised Learning of Trajectory Data"
     tags:
       - "Guest lecture"
diff --git a/dist/assets/pncs17-slides.pdf b/dist/assets/pncs17-slides.pdf
new file mode 100644
index 0000000..9f27c11
Binary files /dev/null and b/dist/assets/pncs17-slides.pdf differ
diff --git a/dist/index.html b/dist/index.html
index 4769fc0..184703c 100644
--- a/dist/index.html
+++ b/dist/index.html
@@ -577,6 +577,18 @@
     </div>
     <div class="list-group list-group-flush" id="presentation-list">
          <div class="list-group-item px-0">
+  <div class="d-flex justify-content-between align-items-center mb-1">
+    <p class="d-inline-block mb-0 venue-name secondary-text">
+      Oral Representation<span class='text-muted'> | </span>PNCS17
+    </p>
+    <div class="d-flex gap-2">
+      
+        <a class="link icon-link icon-link-hover paper-link link-secondary" href="/assets/pncs17-slides.pdf" target="_blank" rel="noopener noreferrer">Slides</a>
+      
+    </div>
+  </div>
+  <h5 class="mb-1 paper-title">AMDEN: Amorphous Materials DEnoising Network</h5>
+</div>   <div class="list-group-item px-0">
   <div class="d-flex justify-content-between align-items-center mb-1">
     <p class="d-inline-block mb-0 venue-name secondary-text">
       Guest lecture<span class='text-muted'> | </span>Aalborg University
@@ -626,18 +638,6 @@
     </div>
   </div>
   <h5 class="mb-1 paper-title">Self-supervised Learning of Spatial-temporal Trajectories</h5>
-</div>   <div class="list-group-item px-0">
-  <div class="d-flex justify-content-between align-items-center mb-1">
-    <p class="d-inline-block mb-0 venue-name secondary-text">
-      Paper Oral<span class='text-muted'> | </span>AAAI 2021
-    </p>
-    <div class="d-flex gap-2">
-      
-        <a class="link icon-link icon-link-hover paper-link link-secondary" href="/assets/AAAI21 Oral PPT.pdf" target="_blank" rel="noopener noreferrer">Slides</a>
-      
-    </div>
-  </div>
-  <h5 class="mb-1 paper-title">Pre-training Context and Time Aware Location Embeddings from Spatial-Temporal Trajectories for User Next Location Prediction</h5>
 </div>  
     </div>
 </article>
diff --git a/dist/presentations/index.html b/dist/presentations/index.html
index d190dcb..a23faaf 100644
--- a/dist/presentations/index.html
+++ b/dist/presentations/index.html
@@ -57,6 +57,20 @@
       
         <div class="list-group-item px-0">
   <div class="d-flex justify-content-between align-items-center mb-1">
+    <p class="d-inline-block mb-0 venue-name secondary-text">
+      Oral Representation<span class='text-muted'> | </span>PNCS17
+    </p>
+    <div class="d-flex gap-2">
+      
+        <a class="link icon-link icon-link-hover paper-link link-secondary" href="/assets/pncs17-slides.pdf" target="_blank" rel="noopener noreferrer">Slides</a>
+      
+    </div>
+  </div>
+  <h5 class="mb-1 paper-title">AMDEN: Amorphous Materials DEnoising Network</h5>
+</div> 
+      
+        <div class="list-group-item px-0">
+  <div class="d-flex justify-content-between align-items-center mb-1">
     <p class="d-inline-block mb-0 venue-name secondary-text">
       Guest lecture<span class='text-muted'> | </span>Aalborg University
     </p>