diff --git a/src/data/posts.ts b/src/data/posts.ts
index a5aa6d5..bb9fcfb 100644
--- a/src/data/posts.ts
+++ b/src/data/posts.ts
@@ -15,6 +15,13 @@ export class Post {
 }
 
 export const POSTS: Post[] = [
+  {
+    title: 'A paper accepted to AAAI 2026',
+    date: new Date('2025-11-10'),
+    categories: ['publication'],
+    summary:
+      'Our paper "CANVAS: A Benchmark for Vision-Language Models on Tool-Based User Interface Design" led by Daeheon has been accepted to [AAAI 2026](https://aaai.org/conference/aaai/aaai-26/). Congratulations!',
+  },
   {
     title: 'Winter 2026 Undergraduate Research Internship',
     date: new Date('2025-10-28'),
diff --git a/src/data/publications.ts b/src/data/publications.ts
index d3cddcb..930b869 100644
--- a/src/data/publications.ts
+++ b/src/data/publications.ts
@@ -44,6 +44,24 @@ export class Publication {
 }
 
 export const PUBLICATIONS: Publication[] = [
+  {
+    title: 'CANVAS: A Benchmark for Vision-Language Models on Tool-Based User Interface Design',
+    authors: [MEMBERS.daeheonjeong, MEMBERS.seoyeonbyun, MEMBERS.kihoonson, MEMBERS.daehyunkim, MEMBERS.juhokim],
+    venue: 'AAAI 2026',
+    year: 2026,
+    topics: ['human-AI interaction'],
+    type: 'Conference',
+    links: [
+      {
+        url: 'https://arxiv.org/abs/2511.20737',
+        type: PublicationLinkType.ARX,
+      },
+      {
+        url: 'https://canvas.kixlab.org/',
+        type: PublicationLinkType.WEB,
+      },
+    ],
+  },
   {
     title:
       'Iffy-Or-Not: Critically Evaluating Potential Misinformation With Fallacy Detection and Socratic Questioning Using LLMs',