diff --git a/backends-velox/src/test/scala/io/glutenproject/execution/VeloxFunctionsValidateSuite.scala b/backends-velox/src/test/scala/io/glutenproject/execution/VeloxFunctionsValidateSuite.scala
index 5c6def05e88ec..3c2218146458f 100644
--- a/backends-velox/src/test/scala/io/glutenproject/execution/VeloxFunctionsValidateSuite.scala
+++ b/backends-velox/src/test/scala/io/glutenproject/execution/VeloxFunctionsValidateSuite.scala
@@ -512,4 +512,19 @@ class VeloxFunctionsValidateSuite extends VeloxWholeStageTransformerSuite {
         }
     }
   }
+
+  test("lag/lead window function with negative input offset") {
+    runQueryAndCompare(
+      "select lag(l_orderkey, -2) over" +
+        " (partition by l_suppkey order by l_orderkey) from lineitem ") {
+      checkOperatorMatch[WindowExecTransformer]
+    }
+
+    runQueryAndCompare(
+      "select lead(l_orderkey, -2) over" +
+        " (partition by l_suppkey order by l_orderkey) from lineitem ") {
+      checkOperatorMatch[WindowExecTransformer]
+    }
+  }
+
 }