diff --git a/.github/workflows/build.yaml b/.github/workflows/build.yaml
index 1fb00c9a4..1639a082f 100644
--- a/.github/workflows/build.yaml
+++ b/.github/workflows/build.yaml
@@ -68,7 +68,7 @@ jobs:
       run_script: "ci/build_docs.sh"
   wheel-build:
     secrets: inherit
-    uses: rapidsai/shared-action-workflows/.github/workflows/wheels-manylinux-build.yml@manylinux_v2
+    uses: rapidsai/shared-action-workflows/.github/workflows/wheels-manylinux-build.yml@cuda-120-pip
     with:
       build_type: ${{ inputs.build_type || 'branch' }}
       branch: ${{ inputs.branch }}
@@ -80,7 +80,7 @@ jobs:
   wheel-publish:
     needs: wheel-build
     secrets: inherit
-    uses: rapidsai/shared-action-workflows/.github/workflows/wheels-manylinux-publish.yml@manylinux_v2
+    uses: rapidsai/shared-action-workflows/.github/workflows/wheels-manylinux-publish.yml@cuda-120-pip
     with:
       build_type: ${{ inputs.build_type || 'branch' }}
       branch: ${{ inputs.branch }}
diff --git a/.github/workflows/pr.yaml b/.github/workflows/pr.yaml
index ec5046d24..4f9f73ac3 100644
--- a/.github/workflows/pr.yaml
+++ b/.github/workflows/pr.yaml
@@ -64,7 +64,7 @@ jobs:
   wheel-build:
     needs: checks
     secrets: inherit
-    uses: rapidsai/shared-action-workflows/.github/workflows/wheels-manylinux-build.yml@manylinux_v2
+    uses: rapidsai/shared-action-workflows/.github/workflows/wheels-manylinux-build.yml@cuda-120-pip
     with:
       build_type: pull-request
       package-dir: python
@@ -73,7 +73,7 @@ jobs:
   wheel-tests:
     needs: wheel-build
     secrets: inherit
-    uses: rapidsai/shared-action-workflows/.github/workflows/wheels-manylinux-test.yml@manylinux_v2
+    uses: rapidsai/shared-action-workflows/.github/workflows/wheels-manylinux-test.yml@cuda-120-pip
     with:
       build_type: pull-request
       package-name: rmm
diff --git a/.github/workflows/test.yaml b/.github/workflows/test.yaml
index 8ff8523a9..5944dc3a9 100644
--- a/.github/workflows/test.yaml
+++ b/.github/workflows/test.yaml
@@ -32,7 +32,7 @@ jobs:
       sha: ${{ inputs.sha }}
   wheel-tests:
     secrets: inherit
-    uses: rapidsai/shared-action-workflows/.github/workflows/wheels-manylinux-test.yml@manylinux_v2
+    uses: rapidsai/shared-action-workflows/.github/workflows/wheels-manylinux-test.yml@cuda-120-pip
     with:
       build_type: nightly
       branch: ${{ inputs.branch }}
diff --git a/ci/release/apply_wheel_modifications.sh b/ci/release/apply_wheel_modifications.sh
index 6889520a9..cc71389ea 100755
--- a/ci/release/apply_wheel_modifications.sh
+++ b/ci/release/apply_wheel_modifications.sh
@@ -9,3 +9,7 @@ CUDA_SUFFIX=${2}
 sed -i "s/^version = .*/version = \"${VERSION}\"/g" python/pyproject.toml
 
 sed -i "s/^name = \"rmm\"/name = \"rmm${CUDA_SUFFIX}\"/g" python/pyproject.toml
+
+if [[ $CUDA_SUFFIX == "-cu12" ]]; then
+    sed -i "s/cuda-python[<=>\.,0-9]*/cuda-python>=12.0,<13.0/g" python/pyproject.toml
+fi