diff --git a/gluten-core/src/main/scala/io/glutenproject/expression/ExpressionConverter.scala b/gluten-core/src/main/scala/io/glutenproject/expression/ExpressionConverter.scala
index dd9fbed1c690..9aa01076c1d7 100644
--- a/gluten-core/src/main/scala/io/glutenproject/expression/ExpressionConverter.scala
+++ b/gluten-core/src/main/scala/io/glutenproject/expression/ExpressionConverter.scala
@@ -31,7 +31,7 @@ import org.apache.spark.sql.catalyst.optimizer.NormalizeNaNAndZero
 import org.apache.spark.sql.execution.{ScalarSubquery, _}
 import org.apache.spark.sql.execution.adaptive.AdaptiveSparkPlanExec
 import org.apache.spark.sql.execution.exchange.BroadcastExchangeExec
-import org.apache.spark.sql.hive.HiveSimpleUDFTransformer
+import org.apache.spark.sql.hive.HiveUDFTransformer
 import org.apache.spark.sql.internal.SQLConf
 import org.apache.spark.sql.types._
 
@@ -109,8 +109,8 @@ object ExpressionConverter extends SQLConfHelper with Logging {
         return replacePythonUDFWithExpressionTransformer(p, attributeSeq, expressionsMap)
       case s: ScalaUDF =>
         return replaceScalaUDFWithExpressionTransformer(s, attributeSeq, expressionsMap)
-      case _ if HiveSimpleUDFTransformer.isHiveSimpleUDF(expr) =>
-        return HiveSimpleUDFTransformer.replaceWithExpressionTransformer(expr, attributeSeq)
+      case _ if HiveUDFTransformer.isHiveUDF(expr) =>
+        return HiveUDFTransformer.replaceWithExpressionTransformer(expr, attributeSeq)
       case _ =>
     }
 
diff --git a/gluten-core/src/main/scala/org/apache/spark/sql/hive/HiveSimpleUDFTransformer.scala b/gluten-core/src/main/scala/org/apache/spark/sql/hive/HiveUDFTransformer.scala
similarity index 65%
rename from gluten-core/src/main/scala/org/apache/spark/sql/hive/HiveSimpleUDFTransformer.scala
rename to gluten-core/src/main/scala/org/apache/spark/sql/hive/HiveUDFTransformer.scala
index 1672648b308c..3ea448b48d3a 100644
--- a/gluten-core/src/main/scala/org/apache/spark/sql/hive/HiveSimpleUDFTransformer.scala
+++ b/gluten-core/src/main/scala/org/apache/spark/sql/hive/HiveUDFTransformer.scala
@@ -22,10 +22,10 @@ import org.apache.spark.sql.catalyst.expressions._
 
 import java.util.Locale
 
-object HiveSimpleUDFTransformer {
-  def isHiveSimpleUDF(expr: Expression): Boolean = {
+object HiveUDFTransformer {
+  def isHiveUDF(expr: Expression): Boolean = {
     expr match {
-      case _: HiveSimpleUDF => true
+      case _: HiveSimpleUDF | _: HiveGenericUDF => true
       case _ => false
     }
   }
@@ -33,23 +33,26 @@ object HiveSimpleUDFTransformer {
   def replaceWithExpressionTransformer(
       expr: Expression,
       attributeSeq: Seq[Attribute]): ExpressionTransformer = {
-    if (!isHiveSimpleUDF(expr)) {
-      throw new UnsupportedOperationException(s"Expression $expr is not a HiveSimpleUDF")
+    val udfName = expr match {
+      case s: HiveSimpleUDF =>
+        s.name.stripPrefix("default.")
+      case g: HiveGenericUDF =>
+        g.name.stripPrefix("default.")
+      case _ =>
+        throw new UnsupportedOperationException(
+          s"Expression $expr is not a HiveSimpleUDF or HiveGenericUDF")
     }
 
-    val udf = expr.asInstanceOf[HiveSimpleUDF]
-    val substraitExprName =
-      UDFMappings.hiveUDFMap.get(udf.name.stripPrefix("default.").toLowerCase(Locale.ROOT))
-    substraitExprName match {
+    UDFMappings.hiveUDFMap.get(udfName.toLowerCase(Locale.ROOT)) match {
       case Some(name) =>
         GenericExpressionTransformer(
           name,
-          ExpressionConverter.replaceWithExpressionTransformer(udf.children, attributeSeq),
-          udf)
+          ExpressionConverter.replaceWithExpressionTransformer(expr.children, attributeSeq),
+          expr)
       case _ =>
         throw new UnsupportedOperationException(
-          s"Not supported hive simple udf:$udf"
-            + s" name:${udf.name} hiveUDFMap:${UDFMappings.hiveUDFMap}")
+          s"Not supported hive udf:$expr"
+            + s" name:$udfName hiveUDFMap:${UDFMappings.hiveUDFMap}")
     }
   }
 }