diff --git a/continuous_integration/gpuci/axis.yaml b/continuous_integration/gpuci/axis.yaml
index 906fe046e0c..77e9b9b45c8 100644
--- a/continuous_integration/gpuci/axis.yaml
+++ b/continuous_integration/gpuci/axis.yaml
@@ -1,6 +1,7 @@
 PYTHON_VER:
 - "3.9"
 - "3.10"
+- "3.11"
 
 CUDA_VER:
 - "11.8.0"