diff --git a/native-sql-engine/core/src/main/scala/org/apache/spark/sql/execution/ColumnarShuffleExchangeExec.scala b/native-sql-engine/core/src/main/scala/org/apache/spark/sql/execution/ColumnarShuffleExchangeExec.scala
index 26ac26822..d6137bff2 100644
--- a/native-sql-engine/core/src/main/scala/org/apache/spark/sql/execution/ColumnarShuffleExchangeExec.scala
+++ b/native-sql-engine/core/src/main/scala/org/apache/spark/sql/execution/ColumnarShuffleExchangeExec.scala
@@ -98,7 +98,7 @@ case class ColumnarShuffleExchangeExec(
     // check input datatype
     for (attr <- child.output) {
       try {
-        ConverterUtils.checkIfTypeSupported(attr.dataType)
+        ConverterUtils.createArrowField(attr)
       } catch {
         case e: UnsupportedOperationException =>
           throw new UnsupportedOperationException(
diff --git a/native-sql-engine/cpp/src/shuffle/splitter.cc b/native-sql-engine/cpp/src/shuffle/splitter.cc
index d04ae84c2..d3c259828 100644
--- a/native-sql-engine/cpp/src/shuffle/splitter.cc
+++ b/native-sql-engine/cpp/src/shuffle/splitter.cc
@@ -1289,9 +1289,11 @@ arrow::Status Splitter::AppendList(
   using ValueBuilderType = typename arrow::TypeTraits<ValueType>::BuilderType;
   using ValueArrayType = typename arrow::TypeTraits<ValueType>::ArrayType;
   std::vector<ValueBuilderType*> dst_values_builders;
-  for (auto builder : dst_builders) {
-    dst_values_builders.push_back(
-        checked_cast<ValueBuilderType*>(builder->value_builder()));
+  dst_values_builders.resize(dst_builders.size());
+  for (auto i = 0; i < dst_builders.size(); ++i) {
+    if (dst_builders[i] != nullptr)
+      dst_values_builders[i] =
+          checked_cast<ValueBuilderType*>(dst_builders[i]->value_builder());
   }
   auto src_arr_values = std::dynamic_pointer_cast<ValueArrayType>(src_arr->values());
 
diff --git a/native-sql-engine/cpp/src/tests/shuffle_split_test.cc b/native-sql-engine/cpp/src/tests/shuffle_split_test.cc
index d58152b36..4fefdbc7b 100644
--- a/native-sql-engine/cpp/src/tests/shuffle_split_test.cc
+++ b/native-sql-engine/cpp/src/tests/shuffle_split_test.cc
@@ -525,6 +525,51 @@ TEST_F(SplitterTest, TestRoundRobinListArraySplitter) {
   }
 }
 
+TEST_F(SplitterTest, TestHashListArraySplitterWithMorePartitions) {
+  int32_t num_partitions = 5;
+  split_options_.buffer_size = 4;
+
+  auto f_uint64 = field("f_uint64", arrow::uint64());
+  auto f_arr_str = field("f_arr", arrow::list(arrow::utf8()));
+
+  auto rb_schema = arrow::schema({f_uint64, f_arr_str});
+
+  const std::vector<std::string> input_batch_1_data = {
+      R"([1, 2])", R"([["alice0", "bob1"], ["alice2"]])"};
+  std::shared_ptr<arrow::RecordBatch> input_batch_arr;
+  MakeInputBatch(input_batch_1_data, rb_schema, &input_batch_arr);
+
+  auto f_2 = TreeExprBuilder::MakeField(f_uint64);
+  auto expr_1 = TreeExprBuilder::MakeExpression(f_2, field("f_uint64", uint64()));
+
+  ARROW_ASSIGN_OR_THROW(splitter_, Splitter::Make("hash", rb_schema, num_partitions,
+                                                  {expr_1}, split_options_));
+
+  ASSERT_NOT_OK(splitter_->Split(*input_batch_arr));
+
+  ASSERT_NOT_OK(splitter_->Stop());
+
+  const auto& lengths = splitter_->PartitionLengths();
+  ASSERT_EQ(lengths.size(), 5);
+
+  CheckFileExsists(splitter_->DataFile());
+
+  std::shared_ptr<arrow::ipc::RecordBatchReader> file_reader;
+  ARROW_ASSIGN_OR_THROW(file_reader, GetRecordBatchStreamReader(splitter_->DataFile()));
+
+  ASSERT_EQ(*file_reader->schema(), *rb_schema);
+
+  std::vector<std::shared_ptr<arrow::RecordBatch>> batches;
+  ASSERT_NOT_OK(file_reader->ReadAll(&batches));
+
+  for (const auto& rb : batches) {
+    ASSERT_EQ(rb->num_columns(), rb_schema->num_fields());
+    for (auto i = 0; i < rb->num_columns(); ++i) {
+      ASSERT_EQ(rb->column(i)->length(), rb->num_rows());
+    }
+  }
+}
+
 TEST_F(SplitterTest, TestRoundRobinListArraySplitterwithCompression) {
   auto f_arr_str = field("f_arr", arrow::list(arrow::utf8()));
   auto f_arr_bool = field("f_bool", arrow::list(arrow::boolean()));