diff --git a/velox/exec/fuzzer/PrestoQueryRunner.cpp b/velox/exec/fuzzer/PrestoQueryRunner.cpp
index b2731abe9991..d1613579b265 100644
--- a/velox/exec/fuzzer/PrestoQueryRunner.cpp
+++ b/velox/exec/fuzzer/PrestoQueryRunner.cpp
@@ -355,12 +355,7 @@ std::optional<std::string> PrestoQueryRunner::toSql(
         auto constant =
             std::dynamic_pointer_cast<const core::ConstantTypedExpr>(
                 projection)) {
-      if (constant->type()->isPrimitiveType()) {
-        sql << toConstantSql(constant);
-      } else {
-        // TODO: support complex-typed constant literals.
-        VELOX_NYI();
-      }
+      sql << toConstantSql(constant);
     } else {
       VELOX_NYI();
     }
@@ -434,9 +429,11 @@ bool PrestoQueryRunner::isConstantExprSupported(
     // used as the type of constant literals in SQL, Presto implicitly invoke
     // json_parse() on it, which makes the behavior of Presto different from
     // Velox. Timestamp constant literals require further investigation to
-    // ensure Presto uses the same timezone as Velox.
+    // ensure Presto uses the same timezone as Velox. Interval type cannot be
+    // used as the type of constant literals in Presto SQL.
     auto& type = expr->type();
-    return type->isPrimitiveType() && !type->isTimestamp() && !isJsonType(type);
+    return type->isPrimitiveType() && !type->isTimestamp() &&
+        !isJsonType(type) && !type->isIntervalDayTime();
   }
   return true;
 }
@@ -447,11 +444,14 @@ bool PrestoQueryRunner::isSupported(const exec::FunctionSignature& signature) {
   // cast-to or constant literals. Hyperloglog can only be casted from varbinary
   // and cannot be used as the type of constant literals. Interval year to month
   // can only be casted from NULL and cannot be used as the type of constant
-  // literals.
+  // literals. Json requires special handling, because Presto requires Json
+  // literals to be valid Json strings, and doesn't allow creation of Json-typed
+  // HIVE columns.
   return !(
       usesTypeName(signature, "interval year to month") ||
       usesTypeName(signature, "hugeint") ||
-      usesTypeName(signature, "hyperloglog"));
+      usesTypeName(signature, "hyperloglog") ||
+      usesTypeName(signature, "json"));
 }
 
 std::optional<std::string> PrestoQueryRunner::toSql(
diff --git a/velox/expression/fuzzer/ExpressionFuzzerVerifier.cpp b/velox/expression/fuzzer/ExpressionFuzzerVerifier.cpp
index 764bb8620522..cad98cb0ee0e 100644
--- a/velox/expression/fuzzer/ExpressionFuzzerVerifier.cpp
+++ b/velox/expression/fuzzer/ExpressionFuzzerVerifier.cpp
@@ -23,6 +23,7 @@
 #include "velox/common/base/Exceptions.h"
 #include "velox/common/file/FileSystems.h"
 #include "velox/connectors/hive/HiveConnector.h"
+#include "velox/dwio/dwrf/RegisterDwrfWriter.h"
 #include "velox/exec/fuzzer/FuzzerUtil.h"
 #include "velox/expression/Expr.h"
 #include "velox/expression/FunctionSignature.h"
@@ -109,7 +110,10 @@ ExpressionFuzzerVerifier::ExpressionFuzzerVerifier(
       referenceQueryRunner_{
           options_.expressionFuzzerOptions.referenceQueryRunner} {
   filesystems::registerLocalFileSystem();
+  connector::registerConnectorFactory(
+      std::make_shared<connector::hive::HiveConnectorFactory>());
   exec::test::registerHiveConnector({});
+  dwrf::registerDwrfWriterFactory();
 
   seed(initialSeed);