diff --git a/backends-velox/src/main/scala/org/apache/gluten/backendsapi/velox/VeloxBackend.scala b/backends-velox/src/main/scala/org/apache/gluten/backendsapi/velox/VeloxBackend.scala
index 990991c71660..0eb6126876b5 100644
--- a/backends-velox/src/main/scala/org/apache/gluten/backendsapi/velox/VeloxBackend.scala
+++ b/backends-velox/src/main/scala/org/apache/gluten/backendsapi/velox/VeloxBackend.scala
@@ -438,13 +438,13 @@ object VeloxBackendSettings extends BackendSettingsApi {
 
     plan match {
       case exec: HashAggregateExec if exec.aggregateExpressions.nonEmpty =>
-        // Check Sum(1) or Count(1).
+        // Check Sum(Literal) or Count(Literal).
         exec.aggregateExpressions.forall(
           expression => {
             val aggFunction = expression.aggregateFunction
             aggFunction match {
-              case _: Sum | _: Count =>
-                aggFunction.children.size == 1 && aggFunction.children.head.equals(Literal(1))
+              case Sum(Literal(_, _), _) => true
+              case Count(Seq(Literal(_, _))) => true
               case _ => false
             }
           })
diff --git a/backends-velox/src/test/scala/org/apache/gluten/execution/ScalarFunctionsValidateSuite.scala b/backends-velox/src/test/scala/org/apache/gluten/execution/ScalarFunctionsValidateSuite.scala
index 13ade14b5943..897c1c5f58d5 100644
--- a/backends-velox/src/test/scala/org/apache/gluten/execution/ScalarFunctionsValidateSuite.scala
+++ b/backends-velox/src/test/scala/org/apache/gluten/execution/ScalarFunctionsValidateSuite.scala
@@ -754,6 +754,12 @@ abstract class ScalarFunctionsValidateSuite extends FunctionsValidateTest {
     }
   }
 
+  test("Test sum/count function") {
+    runQueryAndCompare("""SELECT sum(2),count(2) from lineitem""".stripMargin) {
+      checkGlutenOperatorMatch[BatchScanExecTransformer]
+    }
+  }
+
   test("Test spark_partition_id function") {
     runQueryAndCompare("""SELECT spark_partition_id(), l_orderkey
                          | from lineitem limit 100""".stripMargin) {