diff --git a/.github/workflows/e2e-deployment-1.19.yaml b/.github/workflows/e2e-deployment-1.19.yaml
index 22e7f606..045885d7 100644
--- a/.github/workflows/e2e-deployment-1.19.yaml
+++ b/.github/workflows/e2e-deployment-1.19.yaml
@@ -10,7 +10,7 @@ on:
 
 env:
   # Common versions
-  GO_VERSION: '1.17'
+  GO_VERSION: '1.19'
   KIND_IMAGE: 'kindest/node:v1.19.16'
   KIND_CLUSTER_NAME: 'ci-testing'
 
@@ -107,4 +107,4 @@ jobs:
               kubectl get pod -n kruise-rollout --no-headers| awk '{print $1}' | xargs kubectl logs -p -n kruise-rollout
               exit 1
           fi
-          exit $retVal
+          exit $retVal
\ No newline at end of file
diff --git a/pkg/controller/deployment/deployment_controller.go b/pkg/controller/deployment/deployment_controller.go
index 6150942e..7a6392b5 100644
--- a/pkg/controller/deployment/deployment_controller.go
+++ b/pkg/controller/deployment/deployment_controller.go
@@ -81,7 +81,22 @@ func (dc *DeploymentController) getReplicaSetsForDeployment(ctx context.Context,
 	}
 	// List all ReplicaSets to find those we own but that no longer match our
 	// selector. They will be orphaned by ClaimReplicaSets().
-	return dc.rsLister.ReplicaSets(d.Namespace).List(deploymentSelector)
+	allRSs, err := dc.rsLister.ReplicaSets(d.Namespace).List(deploymentSelector)
+	if err != nil {
+		return nil, fmt.Errorf("list %s/%s rs failed:%v", d.Namespace, d.Name, err)
+	}
+	// select rs owner by current deployment
+	ownedRSs := make([]*apps.ReplicaSet, 0)
+	for _, rs := range allRSs {
+		if !rs.DeletionTimestamp.IsZero() {
+			continue
+		}
+
+		if metav1.IsControlledBy(rs, d) {
+			ownedRSs = append(ownedRSs, rs)
+		}
+	}
+	return ownedRSs, nil
 }
 
 // syncDeployment will sync the deployment with the given key.