diff --git a/fe/fe-core/src/main/java/org/apache/doris/analysis/SelectStmt.java b/fe/fe-core/src/main/java/org/apache/doris/analysis/SelectStmt.java
index 7c952b5d41aae2..63121fb3db4548 100644
--- a/fe/fe-core/src/main/java/org/apache/doris/analysis/SelectStmt.java
+++ b/fe/fe-core/src/main/java/org/apache/doris/analysis/SelectStmt.java
@@ -1078,6 +1078,7 @@ private void analyzeAggregation(Analyzer analyzer) throws AnalysisException {
         List<TupleId> groupingByTupleIds = new ArrayList<>();
         if (groupByClause != null) {
             groupByClause.genGroupingExprs();
+            ArrayList<Expr> groupingExprs = groupByClause.getGroupingExprs();
             if (groupingInfo != null) {
                 GroupByClause.GroupingType groupingType = groupByClause.getGroupingType();
                 if ((groupingType == GroupByClause.GroupingType.GROUPING_SETS && CollectionUtils
@@ -1086,16 +1087,26 @@ private void analyzeAggregation(Analyzer analyzer) throws AnalysisException {
                         || groupingType == GroupByClause.GroupingType.ROLLUP) {
 
                 }
-                groupingInfo.buildRepeat(groupByClause.getGroupingExprs(), groupByClause.getGroupingSetList());
+                groupingInfo.buildRepeat(groupingExprs, groupByClause.getGroupingSetList());
             }
-            substituteOrdinalsAliases(groupByClause.getGroupingExprs(), "GROUP BY", analyzer, false);
+            substituteOrdinalsAliases(groupingExprs, "GROUP BY", analyzer, false);
+
+            if (!groupByClause.isGroupByExtension() && !groupingExprs.isEmpty()) {
+                ArrayList<Expr> tempExprs = new ArrayList<>(groupingExprs);
+                groupingExprs.removeIf(Expr::isConstant);
+                if (groupingExprs.isEmpty() && aggExprs.isEmpty()) {
+                    // should keep at least one expr to make the result correct
+                    groupingExprs.add(tempExprs.get(0));
+                }
+            }
+
             if (groupingInfo != null) {
-                groupingInfo.genOutputTupleDescAndSMap(analyzer, groupByClause.getGroupingExprs(), aggExprs);
+                groupingInfo.genOutputTupleDescAndSMap(analyzer, groupingExprs, aggExprs);
                 // must do it before copying for createAggInfo()
                 groupingByTupleIds.add(groupingInfo.getOutputTupleDesc().getId());
             }
             groupByClause.analyze(analyzer);
-            createAggInfo(groupByClause.getGroupingExprs(), aggExprs, analyzer);
+            createAggInfo(groupingExprs, aggExprs, analyzer);
         } else {
             createAggInfo(new ArrayList<>(), aggExprs, analyzer);
         }