diff --git a/.github/workflows/release.yml b/.github/workflows/release.yml
index a68c4a3107..7b1e2448ff 100644
--- a/.github/workflows/release.yml
+++ b/.github/workflows/release.yml
@@ -140,7 +140,7 @@ jobs:
           aws-access-key-id: ${{ secrets.AWS_ACCESS_KEY_ID }}
           aws-secret-access-key: ${{ secrets.AWS_SECRET_ACCESS_KEY }}
           aws-region: ${{ vars.EC2_RUNNER_REGION }}
-          github-token: ${{ secrets.GITHUB_TOKEN }}
+          github-token: ${{ secrets.GH_PERSONAL_ACCESS_TOKEN }}
           image-id: ${{ vars.EC2_RUNNER_LINUX_AMD64_IMAGE_ID }}
           security-group-id: ${{ vars.EC2_RUNNER_SECURITY_GROUP_ID }}
           subnet-id: ${{ vars.EC2_RUNNER_SUBNET_ID }}
@@ -154,7 +154,7 @@ jobs:
           aws-access-key-id: ${{ secrets.AWS_ACCESS_KEY_ID }}
           aws-secret-access-key: ${{ secrets.AWS_SECRET_ACCESS_KEY }}
           aws-region: ${{ vars.EC2_RUNNER_REGION }}
-          github-token: ${{ secrets.GITHUB_TOKEN }}
+          github-token: ${{ secrets.GH_PERSONAL_ACCESS_TOKEN }}
           image-id: ${{ vars.EC2_RUNNER_LINUX_ARM64_IMAGE_ID }}
           security-group-id: ${{ vars.EC2_RUNNER_SECURITY_GROUP_ID }}
           subnet-id: ${{ vars.EC2_RUNNER_SUBNET_ID }}
@@ -367,7 +367,7 @@ jobs:
           aws-access-key-id: ${{ secrets.AWS_ACCESS_KEY_ID }}
           aws-secret-access-key: ${{ secrets.AWS_SECRET_ACCESS_KEY }}
           aws-region: ${{ vars.EC2_RUNNER_REGION }}
-          github-token: ${{ secrets.GITHUB_TOKEN }}
+          github-token: ${{ secrets.GH_PERSONAL_ACCESS_TOKEN }}
 
   stop-linux-arm64-runner: # It's always run as the last job in the workflow to make sure that the runner is released.
     name: Stop linux-arm64 runner
@@ -392,4 +392,4 @@ jobs:
           aws-access-key-id: ${{ secrets.AWS_ACCESS_KEY_ID }}
           aws-secret-access-key: ${{ secrets.AWS_SECRET_ACCESS_KEY }}
           aws-region: ${{ vars.EC2_RUNNER_REGION }}
-          github-token: ${{ secrets.GITHUB_TOKEN }}
+          github-token: ${{ secrets.GH_PERSONAL_ACCESS_TOKEN }}