diff --git a/fe/fe-core/src/main/java/org/apache/doris/nereids/glue/translator/PhysicalPlanTranslator.java b/fe/fe-core/src/main/java/org/apache/doris/nereids/glue/translator/PhysicalPlanTranslator.java
index 13ba9ef10f..b2f59fdb55 100644
--- a/fe/fe-core/src/main/java/org/apache/doris/nereids/glue/translator/PhysicalPlanTranslator.java
+++ b/fe/fe-core/src/main/java/org/apache/doris/nereids/glue/translator/PhysicalPlanTranslator.java
@@ -287,6 +287,23 @@ public class PhysicalPlanTranslator extends DefaultPlanVisitor<PlanFragment, Pla
             keys.addAll(validOutputIds);
             validOutputIds = keys;
         }
+        if (inputFragment instanceof MultiCastPlanFragment) {
+            // TODO: remove this logic when we split to multi-window in logical window to physical window conversion
+            MultiCastDataSink multiCastDataSink = (MultiCastDataSink) inputFragment.getSink();
+            DataStreamSink dataStreamSink = multiCastDataSink.getDataStreamSinks().get(
+                    multiCastDataSink.getDataStreamSinks().size() - 1);
+            if (!(distribute.child() instanceof PhysicalProject)) {
+                List<Expr> projectionExprs = new ArrayList<>();
+                PhysicalCTEConsumer consumer = getCTEConsumerChild(distribute);
+                Preconditions.checkState(consumer != null, "consumer not found");
+                for (Slot slot : distribute.getOutput()) {
+                    projectionExprs.add(ExpressionTranslator.translate(consumer.getProducerSlot(slot), context));
+                }
+                TupleDescriptor projectionTuple = generateTupleDesc(distribute.getOutput(), null, context);
+                dataStreamSink.setProjections(projectionExprs);
+                dataStreamSink.setOutputTupleDesc(projectionTuple);
+            }
+        }
         DataPartition dataPartition = toDataPartition(distribute.getDistributionSpec(), validOutputIds, context);
         PlanFragment parentFragment = new PlanFragment(context.nextFragmentId(), exchangeNode, dataPartition);
         exchangeNode.setNumInstances(inputFragment.getPlanRoot().getNumInstances());
@@ -2332,4 +2349,16 @@ public class PhysicalPlanTranslator extends DefaultPlanVisitor<PlanFragment, Pla
         return dataType instanceof ArrayType || dataType instanceof MapType || dataType instanceof JsonType
                 || dataType instanceof StructType;
     }
+
+    private PhysicalCTEConsumer getCTEConsumerChild(PhysicalPlan root) {
+        if (root == null) {
+            return null;
+        } else if (root instanceof PhysicalCTEConsumer) {
+            return (PhysicalCTEConsumer) root;
+        } else if (root.children().size() != 1) {
+            return null;
+        } else {
+            return getCTEConsumerChild((PhysicalPlan) root.child(0));
+        }
+    }
 }