diff --git a/content/publication/xupeng_sym_grasp/cite.bib b/content/publication/xupeng_sym_grasp/cite.bib
index 950c9f1..525694a 100644
--- a/content/publication/xupeng_sym_grasp/cite.bib
+++ b/content/publication/xupeng_sym_grasp/cite.bib
@@ -1,5 +1,5 @@
 @article{zhu2023grasp,
-  title={On robot grasp learning using equivariant models},
-  author={Xupeng Zhu, Dian Wang, Guanang Su, Ondrej Biza, Robin Walters & Robert Platt },
+  title={On Robot Grasp Learning Using Equivariant Models},
+  author={Zhu, Xupeng and Wang, Dian and Su, Guanang and Biza, Ondrej and Walters, Robin and Platt, Robert },
   journal={Autonomous Robots},
   year={2023} }
diff --git a/content/publication/xupeng_sym_grasp/index.md b/content/publication/xupeng_sym_grasp/index.md
index bfe5b05..919775f 100644
--- a/content/publication/xupeng_sym_grasp/index.md
+++ b/content/publication/xupeng_sym_grasp/index.md
@@ -1,5 +1,5 @@
 ---
-title: "On robot grasp learning using equivariant models"
+title: "On Robot Grasp Learning Using Equivariant Models"
 authors:
 - Xupeng Zhu
 - Dian Wang