diff --git a/backends-velox/src/test/scala/org/apache/gluten/execution/VeloxAggregateFunctionsSuite.scala b/backends-velox/src/test/scala/org/apache/gluten/execution/VeloxAggregateFunctionsSuite.scala
index 270334011da7..fb1f0542639f 100644
--- a/backends-velox/src/test/scala/org/apache/gluten/execution/VeloxAggregateFunctionsSuite.scala
+++ b/backends-velox/src/test/scala/org/apache/gluten/execution/VeloxAggregateFunctionsSuite.scala
@@ -22,7 +22,6 @@ import org.apache.gluten.extension.columnar.validator.FallbackInjects
 import org.apache.spark.SparkConf
 import org.apache.spark.sql.catalyst.expressions.aggregate.{Final, Partial}
 import org.apache.spark.sql.execution.aggregate.BaseAggregateExec
-import org.apache.spark.sql.functions._
 import org.apache.spark.sql.internal.SQLConf
 import org.apache.spark.sql.types._
 
@@ -1141,13 +1140,10 @@ abstract class VeloxAggregateFunctionsSuite extends VeloxWholeStageTransformerSu
               StructField("lastUpdated", LongType, true),
               StructField("version", LongType, true))),
           true)))
-    val df = spark.read.schema(jsonSchema).json(Seq(jsonStr).toDS)
-    df.select(collect_set(col("txn"))).collect
-
-    df.select(min(col("txn"))).collect
-
-    df.select(max(col("txn"))).collect
-
+    spark.read.schema(jsonSchema).json(Seq(jsonStr).toDS).createOrReplaceTempView("t1")
+    runQueryAndCompare("select collect_set(txn), min(txn), max(txn) from t1") {
+      checkGlutenOperatorMatch[HashAggregateExecTransformer]
+    }
   }
 
   test("drop redundant partial sort which has pre-project when offload sortAgg") {
diff --git a/cpp/velox/substrait/SubstraitParser.cc b/cpp/velox/substrait/SubstraitParser.cc
index b842914ca933..6eb62f854e0d 100644
--- a/cpp/velox/substrait/SubstraitParser.cc
+++ b/cpp/velox/substrait/SubstraitParser.cc
@@ -395,7 +395,6 @@ std::unordered_map<std::string, std::string> SubstraitParser::substraitVeloxFunc
     {"xxhash64", "xxhash64_with_seed"},
     {"modulus", "remainder"},
     {"date_format", "format_datetime"},
-    {"collect_set", "set_agg"},
     {"negative", "unaryminus"},
     {"get_array_item", "get"}};
 
diff --git a/cpp/velox/substrait/SubstraitToVeloxPlanValidator.cc b/cpp/velox/substrait/SubstraitToVeloxPlanValidator.cc
index c229ca84fe19..c18d265986f8 100644
--- a/cpp/velox/substrait/SubstraitToVeloxPlanValidator.cc
+++ b/cpp/velox/substrait/SubstraitToVeloxPlanValidator.cc
@@ -1048,15 +1048,6 @@ bool SubstraitToVeloxPlanValidator::validateAggRelFunctionType(const ::substrait
           LOG_VALIDATION_MSG("Validation failed for function " + funcName + " resolve type in AggregateRel.");
           return false;
         }
-        static const std::unordered_set<std::string> notSupportComplexTypeAggFuncs = {"set_agg", "min", "max"};
-        if (notSupportComplexTypeAggFuncs.find(baseFuncName) != notSupportComplexTypeAggFuncs.end() &&
-            exec::isRawInput(funcStep)) {
-          auto type = binder.tryResolveType(signature->argumentTypes()[0]);
-          if (type->isArray() || type->isMap() || type->isRow()) {
-            LOG_VALIDATION_MSG("Validation failed for function " + baseFuncName + " complex type is not supported.");
-            return false;
-          }
-        }
 
         resolved = true;
         break;