diff --git a/backends-clickhouse/src/test/scala/io/glutenproject/execution/GlutenClickHouseTPCHParquetAQESuite.scala b/backends-clickhouse/src/test/scala/io/glutenproject/execution/GlutenClickHouseTPCHParquetAQESuite.scala
index 5d77cf9efc86..36075a3b7bce 100644
--- a/backends-clickhouse/src/test/scala/io/glutenproject/execution/GlutenClickHouseTPCHParquetAQESuite.scala
+++ b/backends-clickhouse/src/test/scala/io/glutenproject/execution/GlutenClickHouseTPCHParquetAQESuite.scala
@@ -349,7 +349,7 @@ class GlutenClickHouseTPCHParquetAQESuite
            |  group by o_orderkey, o_orderdate) t2
            |on t1.l_orderkey = t2.o_orderkey
            | and extract(year from t1.l_shipdate) = o_year
-           |order by t1.l_orderkey, t2.o_orderkey
+           |order by t1.l_orderkey, t2.o_orderkey, t2.o_year, t1.l_cnt, t2.o_cnt
            |limit 100
            |
            |""".stripMargin,
@@ -370,7 +370,7 @@ class GlutenClickHouseTPCHParquetAQESuite
            |  group by o_orderkey, o_orderdate) t2
            |on t1.l_orderkey = t2.o_orderkey
            | and extract(year from t1.l_shipdate) = o_year
-           |order by t1.l_orderkey, t2.o_orderkey
+           |order by t1.l_orderkey, t2.o_orderkey, t2.o_year
            |limit 100
            |
            |""".stripMargin,
diff --git a/backends-clickhouse/src/test/scala/io/glutenproject/execution/GlutenClickHouseTPCHParquetSuite.scala b/backends-clickhouse/src/test/scala/io/glutenproject/execution/GlutenClickHouseTPCHParquetSuite.scala
index f62a61a38740..a5d225030556 100644
--- a/backends-clickhouse/src/test/scala/io/glutenproject/execution/GlutenClickHouseTPCHParquetSuite.scala
+++ b/backends-clickhouse/src/test/scala/io/glutenproject/execution/GlutenClickHouseTPCHParquetSuite.scala
@@ -2161,7 +2161,9 @@ class GlutenClickHouseTPCHParquetSuite extends GlutenClickHouseTPCHAbstractSuite
     }
   }
 
-  test("GLUTEN-3534: Fix incorrect logic of judging whether supports pre-project for the shuffle") {
+  // Please see the issue: https://github.com/oap-project/gluten/issues/3731
+  ignore(
+    "GLUTEN-3534: Fix incorrect logic of judging whether supports pre-project for the shuffle") {
     withSQLConf(("spark.sql.autoBroadcastJoinThreshold", "-1")) {
       runQueryAndCompare(
         s"""
@@ -2177,7 +2179,7 @@ class GlutenClickHouseTPCHParquetSuite extends GlutenClickHouseTPCHAbstractSuite
            |  group by o_orderkey, o_orderdate) t2
            |on t1.l_orderkey = t2.o_orderkey
            | and extract(year from t1.l_shipdate) = o_year
-           |order by t1.l_orderkey, t2.o_orderkey
+           |order by t1.l_orderkey, t2.o_orderkey, t2.o_year, t1.l_cnt, t2.o_cnt
            |limit 100
            |
            |""".stripMargin,
@@ -2198,7 +2200,7 @@ class GlutenClickHouseTPCHParquetSuite extends GlutenClickHouseTPCHAbstractSuite
            |  group by o_orderkey, o_orderdate) t2
            |on t1.l_orderkey = t2.o_orderkey
            | and extract(year from t1.l_shipdate) = o_year
-           |order by t1.l_orderkey, t2.o_orderkey
+           |order by t1.l_orderkey, t2.o_orderkey, t2.o_year
            |limit 100
            |
            |""".stripMargin,