diff --git a/backends-velox/src/main/scala/org/apache/gluten/extension/AppendBatchResizeForShuffleInputAndOutput.scala b/backends-velox/src/main/scala/org/apache/gluten/extension/AppendBatchResizeForShuffleInputAndOutput.scala
index 7d6309bf93f3..92519eecf77d 100644
--- a/backends-velox/src/main/scala/org/apache/gluten/extension/AppendBatchResizeForShuffleInputAndOutput.scala
+++ b/backends-velox/src/main/scala/org/apache/gluten/extension/AppendBatchResizeForShuffleInputAndOutput.scala
@@ -22,6 +22,7 @@ import org.apache.gluten.execution.VeloxResizeBatchesExec
 import org.apache.spark.sql.catalyst.rules.Rule
 import org.apache.spark.sql.execution.{ColumnarShuffleExchangeExec, SparkPlan}
 import org.apache.spark.sql.execution.adaptive.{AQEShuffleReadExec, ShuffleQueryStageExec}
+import org.apache.spark.sql.execution.exchange.ReusedExchangeExec
 
 /**
  * Try to append [[VeloxResizeBatchesExec]] for shuffle input and output to make the batch sizes in
@@ -49,7 +50,16 @@ case class AppendBatchResizeForShuffleInputAndOutput() extends Rule[SparkPlan] {
           if resizeBatchesShuffleOutputEnabled &&
             shuffle.shuffleWriterType.requiresResizingShuffleOutput =>
         VeloxResizeBatchesExec(a, range.min, range.max)
-      // Since it's transformed in a bottom to up order, so we may first encountered
+      case a @ AQEShuffleReadExec(
+            ShuffleQueryStageExec(
+              _,
+              ReusedExchangeExec(_, shuffle: ColumnarShuffleExchangeExec),
+              _),
+            _)
+          if resizeBatchesShuffleOutputEnabled &&
+            shuffle.shuffleWriterType.requiresResizingShuffleOutput =>
+        VeloxResizeBatchesExec(a, range.min, range.max)
+      // Since it's transformed in a bottom to up order, so we may first encounter
       // ShuffeQueryStageExec, which is transformed to VeloxResizeBatchesExec(ShuffeQueryStageExec),
       // then we see AQEShuffleReadExec
       case a @ AQEShuffleReadExec(
@@ -61,10 +71,29 @@ case class AppendBatchResizeForShuffleInputAndOutput() extends Rule[SparkPlan] {
           if resizeBatchesShuffleOutputEnabled &&
             shuffle.shuffleWriterType.requiresResizingShuffleOutput =>
         VeloxResizeBatchesExec(a.copy(child = s), range.min, range.max)
+      case a @ AQEShuffleReadExec(
+            VeloxResizeBatchesExec(
+              s @ ShuffleQueryStageExec(
+                _,
+                ReusedExchangeExec(_, shuffle: ColumnarShuffleExchangeExec),
+                _),
+              _,
+              _),
+            _)
+          if resizeBatchesShuffleOutputEnabled &&
+            shuffle.shuffleWriterType.requiresResizingShuffleOutput =>
+        VeloxResizeBatchesExec(a.copy(child = s), range.min, range.max)
       case s @ ShuffleQueryStageExec(_, shuffle: ColumnarShuffleExchangeExec, _)
           if resizeBatchesShuffleOutputEnabled &&
             shuffle.shuffleWriterType.requiresResizingShuffleOutput =>
         VeloxResizeBatchesExec(s, range.min, range.max)
+      case s @ ShuffleQueryStageExec(
+            _,
+            ReusedExchangeExec(_, shuffle: ColumnarShuffleExchangeExec),
+            _)
+          if resizeBatchesShuffleOutputEnabled &&
+            shuffle.shuffleWriterType.requiresResizingShuffleOutput =>
+        VeloxResizeBatchesExec(s, range.min, range.max)
     }
   }
 }