diff --git a/.github/workflows/flink.yml b/.github/workflows/flink.yml
index b66bddf4279..ed36c44409d 100644
--- a/.github/workflows/flink.yml
+++ b/.github/workflows/flink.yml
@@ -87,8 +87,8 @@ jobs:
           export VELOX_DEPENDENCY_SOURCE=BUNDLED
           export fmt_SOURCE=BUNDLED
           export folly_SOURCE=BUNDLED
-          git clone -b feature/watermark-status-propagation https://github.com/bigo-sg/velox4j.git
-          cd velox4j && git reset --hard 6e2046f
+          git clone -b feat/flink-preset https://github.com/ggjh-159/velox4j.git
+          cd velox4j
           git apply $GITHUB_WORKSPACE/gluten-flink/patches/fix-velox4j.patch
           $GITHUB_WORKSPACE/build/mvn clean install -DskipTests -Dgpg.skip -Dspotless.skip=true
           cd ..
diff --git a/gluten-flink/runtime/src/main/java/org/apache/flink/runtime/taskexecutor/TaskManagerRunner.java b/gluten-flink/runtime/src/main/java/org/apache/flink/runtime/taskexecutor/TaskManagerRunner.java
index 6d1afaecd4c..cb4f5d9cc86 100644
--- a/gluten-flink/runtime/src/main/java/org/apache/flink/runtime/taskexecutor/TaskManagerRunner.java
+++ b/gluten-flink/runtime/src/main/java/org/apache/flink/runtime/taskexecutor/TaskManagerRunner.java
@@ -508,6 +508,9 @@ public static void runTaskManagerProcessSecurely(Configuration configuration) {
 
     StateChangelogStorageLoader.initialize(pluginManager);
     // --- Begin Gluten-specific code changes ---
+    Velox4j.configure(
+        io.github.zhztheplayer.velox4j.config.Preset.KEY,
+        io.github.zhztheplayer.velox4j.config.Preset.FLINK);
     Velox4j.initialize();
     // --- End Gluten-specific code changes ---
 
diff --git a/gluten-flink/ut/src/test/java/org/apache/gluten/table/runtime/stream/common/Velox4jEnvironment.java b/gluten-flink/ut/src/test/java/org/apache/gluten/table/runtime/stream/common/Velox4jEnvironment.java
index b896819231e..b3265c83533 100644
--- a/gluten-flink/ut/src/test/java/org/apache/gluten/table/runtime/stream/common/Velox4jEnvironment.java
+++ b/gluten-flink/ut/src/test/java/org/apache/gluten/table/runtime/stream/common/Velox4jEnvironment.java
@@ -17,6 +17,7 @@
 package org.apache.gluten.table.runtime.stream.common;
 
 import io.github.zhztheplayer.velox4j.Velox4j;
+import io.github.zhztheplayer.velox4j.config.Preset;
 
 public class Velox4jEnvironment {
   private static class Holder {
@@ -24,6 +25,7 @@ private static class Holder {
   }
 
   private Velox4jEnvironment() {
+    Velox4j.configure(Preset.KEY, Preset.FLINK);
     Velox4j.initialize();
   }