diff --git a/_publications/2024_valeo4cast.md b/_publications/2024_valeo4cast.md
index e8c25ca..ec7c1e0 100644
--- a/_publications/2024_valeo4cast.md
+++ b/_publications/2024_valeo4cast.md
@@ -9,7 +9,7 @@ venue: ECCV Workshop ROAD++
 venue_long: ECCV Workshop ROAD++ and Winning solution to the "Unified Detection, Tracking and Forecasting" Argoverse 2 challenge @CVPR Worshop on Autonomous Driving (WAD)
 year: 2024
 month: 10
-code_url: 
+code_url: https://github.com/valeoai/valeo4cast
 paper_url: https://arxiv.org/abs/2406.08113
 blog_url: 
 slides_url: