diff --git a/cpp/velox/operators/functions/RegistrationAllFunctions.cc b/cpp/velox/operators/functions/RegistrationAllFunctions.cc
index 5d46dbdcdd0e..dd1be7805c75 100644
--- a/cpp/velox/operators/functions/RegistrationAllFunctions.cc
+++ b/cpp/velox/operators/functions/RegistrationAllFunctions.cc
@@ -21,6 +21,7 @@
 #include "operators/functions/RowFunctionWithNull.h"
 #include "velox/expression/SpecialFormRegistry.h"
 #include "velox/expression/VectorFunction.h"
+#include "velox/functions/iceberg/Register.h"
 #include "velox/functions/lib/CheckedArithmetic.h"
 #include "velox/functions/lib/RegistrationHelpers.h"
 #include "velox/functions/prestosql/aggregates/RegisterAggregateFunctions.h"
@@ -91,6 +92,8 @@ void registerAllFunctions() {
   // Using function overwrite to handle function names mismatch between Spark
   // and Velox.
   registerFunctionOverwrite();
+
+  velox::functions::iceberg::registerFunctions();
 }
 
 } // namespace gluten
diff --git a/gluten-substrait/pom.xml b/gluten-substrait/pom.xml
index 06aee5d59c07..8abfe77b4dbc 100644
--- a/gluten-substrait/pom.xml
+++ b/gluten-substrait/pom.xml
@@ -262,7 +262,7 @@
                 com.google.protobuf:protoc:${protobuf.version}:exe:${os.detected.classifier}
               </protocArtifact>
               <protoSourceRoot>src/main/resources/substrait/proto</protoSourceRoot>
-              <clearOutputDirectory>true</clearOutputDirectory>
+              <clearOutputDirectory>false</clearOutputDirectory>
             </configuration>
           </execution>
         </executions>
diff --git a/gluten-substrait/src/main/scala/org/apache/gluten/expression/ExpressionConverter.scala b/gluten-substrait/src/main/scala/org/apache/gluten/expression/ExpressionConverter.scala
index 4d62ae18048f..4c101e638bc3 100644
--- a/gluten-substrait/src/main/scala/org/apache/gluten/expression/ExpressionConverter.scala
+++ b/gluten-substrait/src/main/scala/org/apache/gluten/expression/ExpressionConverter.scala
@@ -144,6 +144,31 @@ object ExpressionConverter extends SQLConfHelper with Logging {
     DecimalArithmeticExpressionTransformer(substraitName, leftChild, rightChild, resultType, b)
   }
 
+  private def replaceIcebergStaticInvoke(
+      s: StaticInvoke,
+      attributeSeq: Seq[Attribute],
+      expressionsMap: Map[Class[_], String]): ExpressionTransformer = {
+    val invokeMap = Map(
+      "BucketFunction" -> ExpressionNames.BUCKET,
+      "TruncateFunction" -> ExpressionNames.TRUNCATE,
+      "YearsFunction" -> ExpressionNames.YEARS,
+      "MonthsFunction" -> ExpressionNames.MONTHS,
+      "DaysFunction" -> ExpressionNames.DAYS,
+      "HoursFunction" -> ExpressionNames.HOURS
+    )
+    val objName = s.staticObject.getName
+    val transformer = invokeMap.find {
+      case (func, _) => objName.startsWith("org.apache.iceberg.spark.functions." + func)
+    }
+    if (transformer.isEmpty) {
+      throw new GlutenNotSupportException(s"Not supported staticInvoke call object: $objName")
+    }
+    GenericExpressionTransformer(
+      transformer.get._2,
+      s.arguments.map(replaceWithExpressionTransformer0(_, attributeSeq, expressionsMap)),
+      s)
+  }
+
   private def replaceWithExpressionTransformer0(
       expr: Expression,
       attributeSeq: Seq[Attribute],
@@ -180,6 +205,10 @@ object ExpressionConverter extends SQLConfHelper with Logging {
           replaceWithExpressionTransformer0(i.arguments.head, attributeSeq, expressionsMap),
           i
         )
+      case i: StaticInvoke
+          if i.functionName == "invoke" && i.staticObject.getName.startsWith(
+            "org.apache.iceberg.spark.functions.") =>
+        return replaceIcebergStaticInvoke(i, attributeSeq, expressionsMap)
       case i: StaticInvoke =>
         throw new GlutenNotSupportException(
           s"Not supported to transform StaticInvoke with object: ${i.staticObject.getName}, " +
diff --git a/shims/common/src/main/scala/org/apache/gluten/expression/ExpressionNames.scala b/shims/common/src/main/scala/org/apache/gluten/expression/ExpressionNames.scala
index 021d02a13749..8fcdc01e5e86 100644
--- a/shims/common/src/main/scala/org/apache/gluten/expression/ExpressionNames.scala
+++ b/shims/common/src/main/scala/org/apache/gluten/expression/ExpressionNames.scala
@@ -371,4 +371,12 @@ object ExpressionNames {
   // A placeholder for native UDF functions
   final val UDF_PLACEHOLDER = "udf_placeholder"
   final val UDAF_PLACEHOLDER = "udaf_placeholder"
+
+  // Iceberg function names
+  final val YEARS = "years"
+  final val MONTHS = "months"
+  final val DAYS = "days"
+  final val HOURS = "hours"
+  final val BUCKET = "bucket"
+  final val TRUNCATE = "truncate"
 }