diff --git a/.github/workflows/test-on-push.yaml b/.github/workflows/test-on-push.yaml
index ae47ead9d..0a9a382cf 100644
--- a/.github/workflows/test-on-push.yaml
+++ b/.github/workflows/test-on-push.yaml
@@ -37,8 +37,9 @@ jobs:
           ./build.sh -i autotune_operator:pr_${{ env.PR_NUMBER }} -o autotune_optuna:pr_${{ env.PR_NUMBER }}
           docker images | grep autotune
       - name: docker login
-        uses: docker/login-action@v2
+        uses: docker/login-action@v3
         with:
+          registry: quay.io
           username: ${{ secrets.DOCKER_USER }}
           password: ${{ secrets.DOCKER_PASSWORD }}
       - name: Docker Push
diff --git a/deploy.sh b/deploy.sh
index 9597ae177..0f559ba86 100755
--- a/deploy.sh
+++ b/deploy.sh
@@ -57,7 +57,7 @@ KRUIZE_UI_REPO="quay.io/kruize/kruize-ui"
 KRUIZE_UI_VERSION="$(curl -s https://raw.githubusercontent.com/kruize/kruize-ui/mvp_demo/package.json | grep -m1 '"version"' | tr -d ' ' | cut -d: -f2 | tr -d \" | sed 's/,$//')"
 KRUIZE_UI_DOCKER_IMAGE=${KRUIZE_UI_REPO}:${KRUIZE_UI_VERSION}
 
-HPO_DOCKER_REPO="docker.io/kruize/hpo"
+HPO_DOCKER_REPO="quay.io/kruize/hpo"
 # From the kruize/hpo repo
 HPO_VERSION=0.0.2
 HPO_DOCKER_IMAGE=${HPO_DOCKER_REPO}:${HPO_VERSION}