diff --git a/_posts/2023-03-17-fatezero.md b/_posts/2023-03-17-fatezero.md
index 5ed8905..f406ec5 100644
--- a/_posts/2023-03-17-fatezero.md
+++ b/_posts/2023-03-17-fatezero.md
@@ -13,8 +13,8 @@ code: https://github.com/ChenyangQiQi/FateZero
 project: https://fate-zero-edit.github.io/
 teaser: ./images/fatezero.gif
 authors: <a href='https://chenyangqiqi.github.io/'>Chenyang Qi</a>, <b>Xiaodong Cun 📮</b>, <a href='https://yzhang2016.github.io'>Yong Zhang</a>, <a href='https://chenyanglei.github.io/'>Chenyang Lei</a>, <a href='https://xinntao.github.io/'>Xintao Wang</a>, <a href='https://scholar.google.com/citations?hl=zh-CN&user=4oXBp9UAAAAJ'>Ying Shan</a>, <a href='https://cqf.io'>Qifeng Chen 📮</a>
-publication: International Conference on Computer Vision (<b>ICCV Oral</b>)
-
+publication: International Conference on Computer Vision (<b>ICCV</b>)
+highlight_reason: <b style='color:red'> ICCV 23 Oral Presentation (2.3%) </b>
 ---
 
 <!-- This paper is about the number 3. The number 4 is left for future work. -->
diff --git a/_posts/2023-04-05-fupose.md b/_posts/2023-04-05-fupose.md
index 1570471..0a7c89c 100644
--- a/_posts/2023-04-05-fupose.md
+++ b/_posts/2023-04-05-fupose.md
@@ -3,10 +3,11 @@ title: "Follow Your Pose: Pose-Guided Text-to-Video Generation using Pose-Free V
 collection: publications
 permalink: /publication/fupose
 excerpt: 'TODO.'
-date: 2023-12-11
+date: 2020-04-11
 year: 2024
 venue: 'ArXiv'
 arxiv: 2304.01186
+highlight: Ture
 arxiv_url: https://arxiv.org/abs/2304.01186
 code: https://github.com/mayuelala/FollowYourPose
 project: https://follow-your-pose.github.io/
diff --git a/_posts/2023-11-06-videocrafter1.md b/_posts/2023-11-06-videocrafter1.md
index 9d55a5b..7684e3f 100644
--- a/_posts/2023-11-06-videocrafter1.md
+++ b/_posts/2023-11-06-videocrafter1.md
@@ -1,16 +1,17 @@
 ---
-title: "VideoCrafter1: Open Diffusion Models for High-Quality Video Generation"
+title: "VideoCrafter1 & VideoCrafter2"
 collection: publications
 permalink: /publication/VideoCrafter
 excerpt: 'TODO.'
 date: 2021-10-19
-year: 2023
+year: 2024
 venue: 'ArXiv'
 arxiv: 2310.19512
 highlight: Ture
 arxiv_url: https://arxiv.org/abs/2310.19512
 code: https://github.com/AILab-CVC/VideoCrafter
+project: https://ailab-cvc.github.io/videocrafter2/
 teaser: ./images/videocrafter.gif
-authors: <a href='https://scholar.google.com/citations?user=6UPJSvwAAAAJ&hl=zh-CN'>Haoxin Chen 🧑‍💻</a>, Menghan Xia 🧑‍💻, Yingqing He 🧑‍💻, <a href='https://yzhang2016.github.io/'>Yong Zhang 🧑‍💻</a>,  <b>Xiaodong Cun🧑‍💻</b>, Shaoshu Yang, Jinbo Xing, Yaofang Liu, Qifeng Chen, <a href='https://xinntao.github.io/'>Xintao Wang</a>, Chao Weng, <a href="https://scholar.google.com/citations?user=4oXBp9UAAAAJ&hl=zh-CN" target="_blank">Ying Shan</a>
-publication: Technical report
+authors: <a href='https://scholar.google.com/citations?user=6UPJSvwAAAAJ&hl=zh-CN'>Haoxin Chen 🧑‍💻</a>, Menghan Xia 🧑‍💻, <a href='https://yzhang2016.github.io/'>Yong Zhang 🧑‍💻</a>,  <b>Xiaodong Cun🧑‍💻</b>,<a href='https://xinntao.github.io/'>Xintao Wang</a>, <a href="https://scholar.google.com/citations?user=4oXBp9UAAAAJ&hl=zh-CN" target="_blank">Ying Shan</a>
+publication: Computer Vision and Pattern Recognition (<b>CVPR</b>) & Technical report
 ---
diff --git a/_posts/2024-06-01-mofavideo.md b/_posts/2024-06-01-mofavideo.md
new file mode 100644
index 0000000..1eb8f27
--- /dev/null
+++ b/_posts/2024-06-01-mofavideo.md
@@ -0,0 +1,17 @@
+---
+title: "MOFA-Video: Controllable Image Animation via Generative Motion Field Adaptions in Frozen Image-to-Video Diffusion Model"
+collection: publications
+permalink: /publication/MOFAVIDEO
+excerpt: 'TODO'
+date: 2024-06-01
+year: 2024
+venue: 'ArXiv'
+arxiv: 2405.20222
+is_show: Ture
+arxiv_url: https://arxiv.org/abs/2405.20222
+code: https://github.com/MyNiuuu/MOFA-Video
+project: https://myniuuu.github.io/MOFA_Video/
+teaser: ./images/mofavideo.gif
+authors: <a href='https://myniuuu.github.io/'>Muyao Niu</a>,  <b>Xiaodong Cun 📮</b>, <a href='https://xinntao.github.io/'>Xintao Wang</a>, <a href='https://yzhang2016.github.io/'>Yong Zhang</a>, <a href="https://scholar.google.com/citations?user=4oXBp9UAAAAJ&hl=zh-CN" target="_blank">Ying Shan</a>, <a href='https://scholar.google.com/citations?user=JD-5DKcAAAAJ&hl=en'>Yinqiang Zheng 📮</a>
+publication: ArXiv
+---
diff --git a/images/mofavideo.gif b/images/mofavideo.gif
new file mode 100644
index 0000000..75d3669
Binary files /dev/null and b/images/mofavideo.gif differ
diff --git a/index.html b/index.html
index 3bea5db..33aadb3 100644
--- a/index.html
+++ b/index.html
@@ -213,7 +213,7 @@
 </ul> -->
 
 
-<div id="Publications" class='xtitle' > Research with High Community Influence </div>
+<div id="Publications" class='xtitle' > Research Highlight </div>
 
 
 <div class="posts">
@@ -362,9 +362,6 @@
 </div>
 
 
-<div id="Academic Services" class='xtitle' > Academic Services</div>
-Reviewer of: PR, TPAMI, CVIU, CVPR, TIP, TMM, AAAI, ICCV.
-
 <div id="Misc" class='xtitle' > Misc</div>
 <ul style='list-style: none;line-height: 2em;padding-left: 0;'>
 <!-- <li>🙅‍♂️ &nbsp;&nbsp;Rejections from AAAI18, CVPR18, ECCV18, ICCV19, CVPR20, ACM MM20, CVPR21. </li> -->