diff --git a/fe/fe-core/src/main/java/org/apache/doris/nereids/rules/analysis/NormalizeAggregate.java b/fe/fe-core/src/main/java/org/apache/doris/nereids/rules/analysis/NormalizeAggregate.java
index e920036247c782..d09204403f9edd 100644
--- a/fe/fe-core/src/main/java/org/apache/doris/nereids/rules/analysis/NormalizeAggregate.java
+++ b/fe/fe-core/src/main/java/org/apache/doris/nereids/rules/analysis/NormalizeAggregate.java
@@ -190,10 +190,14 @@ private LogicalPlan normalizeAgg(LogicalAggregate<Plan> aggregate, Optional<Logi
         // 1. group by exprs
         // 2. trivialAgg children
         // 3. trivialAgg input slots
-        Set<Expression> allPushDownExprs =
-                Sets.union(groupingByExprs, Sets.union(needPushSelf, needPushInputSlots));
-        NormalizeToSlotContext bottomSlotContext =
-                NormalizeToSlotContext.buildContext(existsAlias, allPushDownExprs);
+        // We need to distinguish between expressions in aggregate function arguments and group by expressions.
+        NormalizeToSlotContext groupByExprContext = NormalizeToSlotContext.buildContext(existsAlias, groupingByExprs);
+        Set<Alias> existsAliasAndGroupByAlias = getExistsAlias(existsAlias, groupByExprContext.getNormalizeToSlotMap());
+        Set<Expression> argsOfAggFuncNeedPushDown = Sets.union(needPushSelf, needPushInputSlots);
+        NormalizeToSlotContext argsOfAggFuncNeedPushDownContext = NormalizeToSlotContext
+                .buildContext(existsAliasAndGroupByAlias, argsOfAggFuncNeedPushDown);
+        NormalizeToSlotContext bottomSlotContext = argsOfAggFuncNeedPushDownContext.mergeContext(groupByExprContext);
+
         Set<NamedExpression> pushedGroupByExprs =
                 bottomSlotContext.pushDownToNamedExpression(groupingByExprs);
         Set<NamedExpression> pushedTrivialAggChildren =
@@ -256,8 +260,12 @@ private LogicalPlan normalizeAgg(LogicalAggregate<Plan> aggregate, Optional<Logi
                 aggregate.withNormalized(normalizedGroupExprs, normalizedAggOutput, bottomPlan);
 
         // create upper projects by normalize all output exprs in old LogicalAggregate
+        // In aggregateOutput, the expressions inside the agg function can be rewritten
+        // with expressions in aggregate function arguments and group by expressions,
+        // but the ones outside the agg function can only be rewritten with group by expressions.
+        // After the above two rewrites are completed, use aggregate output agg functions to rewrite.
         List<NamedExpression> upperProjects = normalizeOutput(aggregateOutput,
-                bottomSlotContext, normalizedAggFuncsToSlotContext);
+                groupByExprContext, argsOfAggFuncNeedPushDownContext, normalizedAggFuncsToSlotContext);
 
         // create a parent project node
         LogicalProject<Plan> project = new LogicalProject<>(upperProjects, newAggregate);
@@ -302,11 +310,18 @@ private LogicalPlan normalizeAgg(LogicalAggregate<Plan> aggregate, Optional<Logi
     }
 
     private List<NamedExpression> normalizeOutput(List<NamedExpression> aggregateOutput,
-            NormalizeToSlotContext groupByToSlotContext, NormalizeToSlotContext normalizedAggFuncsToSlotContext) {
+            NormalizeToSlotContext groupByToSlotContext, NormalizeToSlotContext argsOfAggFuncNeedPushDownContext,
+            NormalizeToSlotContext normalizedAggFuncsToSlotContext) {
         // build upper project, use two context to do pop up, because agg output maybe contain two part:
-        //   group by keys and agg expressions
-        List<NamedExpression> upperProjects = groupByToSlotContext
-                .normalizeToUseSlotRefWithoutWindowFunction(aggregateOutput);
+        // group by keys and agg expressions
+        List<NamedExpression> upperProjects = new ArrayList<>();
+        for (Expression expr : aggregateOutput) {
+            Expression rewrittenExpr = expr.rewriteDownShortCircuit(
+                    e -> normalizeAggFuncChildren(
+                            argsOfAggFuncNeedPushDownContext, e));
+            upperProjects.add((NamedExpression) rewrittenExpr);
+        }
+        upperProjects = groupByToSlotContext.normalizeToUseSlotRefWithoutWindowFunction(upperProjects);
         upperProjects = normalizedAggFuncsToSlotContext.normalizeToUseSlotRefWithoutWindowFunction(upperProjects);
 
         Builder<NamedExpression> builder = new ImmutableList.Builder<>();
@@ -338,4 +353,28 @@ private List<Slot> collectAllUsedSlots(List<NamedExpression> expressions) {
         slots.addAll(ExpressionUtils.getInputSlotSet(expressions));
         return slots;
     }
+
+    private Set<Alias> getExistsAlias(Set<Alias> originAliases,
+            Map<Expression, NormalizeToSlotTriplet> groupingExprMap) {
+        Set<Alias> existsAlias = Sets.newHashSet();
+        existsAlias.addAll(originAliases);
+        for (NormalizeToSlotTriplet triplet : groupingExprMap.values()) {
+            if (triplet.pushedExpr instanceof Alias) {
+                Alias alias = (Alias) triplet.pushedExpr;
+                existsAlias.add(alias);
+            }
+        }
+        return existsAlias;
+    }
+
+    private Expression normalizeAggFuncChildren(NormalizeToSlotContext context, Expression expr) {
+        if (expr instanceof AggregateFunction) {
+            AggregateFunction function = (AggregateFunction) expr;
+            List<Expression> normalizedRealExpressions = context.normalizeToUseSlotRef(function.getArguments());
+            function = function.withChildren(normalizedRealExpressions);
+            return function;
+        } else {
+            return expr;
+        }
+    }
 }
diff --git a/regression-test/data/nereids_rules_p0/normalize_aggregate/normalize_aggregate_test.out b/regression-test/data/nereids_rules_p0/normalize_aggregate/normalize_aggregate_test.out
new file mode 100644
index 00000000000000..860f5ff8f630f2
--- /dev/null
+++ b/regression-test/data/nereids_rules_p0/normalize_aggregate/normalize_aggregate_test.out
@@ -0,0 +1,6 @@
+-- This file is automatically generated. You should know what you did if you want to edit this
+-- !test_upper_project_projections_rewrite --
+4094	\N
+
+-- !test_upper_project_projections_rewrite2 --
+
diff --git a/regression-test/suites/nereids_rules_p0/normalize_aggregate/normalize_aggregate_test.groovy b/regression-test/suites/nereids_rules_p0/normalize_aggregate/normalize_aggregate_test.groovy
new file mode 100644
index 00000000000000..1bf5e07c9698c0
--- /dev/null
+++ b/regression-test/suites/nereids_rules_p0/normalize_aggregate/normalize_aggregate_test.groovy
@@ -0,0 +1,32 @@
+// Licensed to the Apache Software Foundation (ASF) under one
+// or more contributor license agreements.  See the NOTICE file
+// distributed with this work for additional information
+// regarding copyright ownership.  The ASF licenses this file
+// to you under the Apache License, Version 2.0 (the
+// "License"); you may not use this file except in compliance
+// with the License.  You may obtain a copy of the License at
+//
+//   http://www.apache.org/licenses/LICENSE-2.0
+//
+// Unless required by applicable law or agreed to in writing,
+// software distributed under the License is distributed on an
+// "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+// KIND, either express or implied.  See the License for the
+// specific language governing permissions and limitations
+// under the License.
+suite("normalize_aggregate") {
+    sql "SET enable_nereids_planner=true"
+    sql "SET enable_fallback_to_original_planner=false"
+    qt_test_upper_project_projections_rewrite """
+        SELECT DISTINCT + + ( ( + + 46 ) ) * 89 AS col0, COUNT( * ) + + - 72 + - - 87 - AVG ( ALL - 56 ) * COUNT( * ) + - CASE + 49 WHEN 6 * + 76 + - +
+        CAST( NULL AS SIGNED ) THEN NULL WHEN - COUNT( DISTINCT + + CAST( NULL AS SIGNED ) ) + 23 THEN NULL ELSE - + 43 * 32 - + 97 + - ( + 65 ) * + +
+        CASE - 77 WHEN 5 THEN - 56 * + 26 ELSE NULL END / + COUNT( * ) + 20 + + 78 END * COALESCE ( COUNT( * ), - 60 - 90, + 42 * 27 - 98 * ( - 83 + 47 / 7 ),
+        - ( NULLIF ( 61, 83 + 88 ) ) ) * 94; 
+    """
+    sql "drop table if exists normalize_aggregate_tab"
+    sql """CREATE TABLE normalize_aggregate_tab(col0 INTEGER, col1 INTEGER, col2 INTEGER) distributed by hash(col0) buckets 10
+        properties('replication_num' = '1'); """
+    qt_test_upper_project_projections_rewrite2 """
+    SELECT - + AVG ( DISTINCT - col0 ) * - col0 FROM
+    normalize_aggregate_tab WHERE + - col0 IS NULL GROUP BY col0 HAVING NULL IS NULL;"""
+}
\ No newline at end of file