diff --git a/continuous_integration/gpuci/axis.yaml b/continuous_integration/gpuci/axis.yaml
index 30ce0c98..05e9edaf 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"
diff --git a/continuous_integration/gpuci/build.sh b/continuous_integration/gpuci/build.sh
index cf887f90..9b811b2f 100644
--- a/continuous_integration/gpuci/build.sh
+++ b/continuous_integration/gpuci/build.sh
@@ -41,7 +41,7 @@ rapids-logger "Activate conda env"
 conda activate dask_image
 
 rapids-logger "Install cupy"
-python -m pip install cupy-cuda112 -f https://pip.cupy.dev/pre
+python -m pip install cupy-cuda11x -f https://pip.cupy.dev/pre
 
 rapids-logger "Install dask-image"
 python -m pip install .