diff --git a/backends-velox/src/main/scala/org/apache/gluten/backendsapi/velox/VeloxRuleApi.scala b/backends-velox/src/main/scala/org/apache/gluten/backendsapi/velox/VeloxRuleApi.scala
index 3b15fa2263de..566cffd1bf18 100644
--- a/backends-velox/src/main/scala/org/apache/gluten/backendsapi/velox/VeloxRuleApi.scala
+++ b/backends-velox/src/main/scala/org/apache/gluten/backendsapi/velox/VeloxRuleApi.scala
@@ -96,6 +96,7 @@ object VeloxRuleApi {
     injector.injectPostTransform(_ => PushDownInputFileExpression.PostOffload)
     injector.injectPostTransform(_ => EnsureLocalSortRequirements)
     injector.injectPostTransform(_ => EliminateLocalSort)
+    injector.injectPostTransform(_ => PullOutDuplicateProject)
     injector.injectPostTransform(_ => CollapseProjectExecTransformer)
     injector.injectPostTransform(c => FlushableHashAggregateRule.apply(c.session))
     injector.injectPostTransform(c => InsertTransitions.create(c.outputsColumnar, VeloxBatch))
@@ -179,6 +180,7 @@ object VeloxRuleApi {
     injector.injectPostTransform(_ => PushDownInputFileExpression.PostOffload)
     injector.injectPostTransform(_ => EnsureLocalSortRequirements)
     injector.injectPostTransform(_ => EliminateLocalSort)
+    injector.injectPostTransform(_ => PullOutDuplicateProject)
     injector.injectPostTransform(_ => CollapseProjectExecTransformer)
     injector.injectPostTransform(c => FlushableHashAggregateRule.apply(c.session))
     injector.injectPostTransform(c => InsertTransitions.create(c.outputsColumnar, VeloxBatch))
diff --git a/backends-velox/src/test/scala/org/apache/gluten/execution/VeloxHashJoinSuite.scala b/backends-velox/src/test/scala/org/apache/gluten/execution/VeloxHashJoinSuite.scala
index 2023ad97ebab..92e232316fbe 100644
--- a/backends-velox/src/test/scala/org/apache/gluten/execution/VeloxHashJoinSuite.scala
+++ b/backends-velox/src/test/scala/org/apache/gluten/execution/VeloxHashJoinSuite.scala
@@ -195,4 +195,29 @@ class VeloxHashJoinSuite extends VeloxWholeStageTransformerSuite {
           }
         })
   }
+
+  test("pull out duplicate projections") {
+    withTable("t1", "t2") {
+      Seq((1, 1), (2, 2)).toDF("c1", "c2").write.saveAsTable("t1")
+      Seq(1, 2, 3).toDF("c1").write.saveAsTable("t2")
+      val query =
+        """
+          |select t3.* from
+          |(select c1, c2 as a,c2 as b from t1) t3
+          |left join t2
+          |on t3.c1 = t2.c1
+          |""".stripMargin
+      runQueryAndCompare(query) {
+        df =>
+          {
+            val executedPlan = getExecutedPlan(df)
+            val bhjs = executedPlan.collect { case p: BroadcastHashJoinExecTransformer => p }
+            val projects = executedPlan.collect { case p: ProjectExecTransformer => p }
+            assert(bhjs.size == 1)
+            // The pulled out project and the outermost project are collapsed.
+            assert(projects.size == 2)
+          }
+      }
+    }
+  }
 }
diff --git a/gluten-substrait/src/main/scala/org/apache/gluten/extension/columnar/PullOutDuplicateProject.scala b/gluten-substrait/src/main/scala/org/apache/gluten/extension/columnar/PullOutDuplicateProject.scala
new file mode 100644
index 000000000000..0ce23cf67e1f
--- /dev/null
+++ b/gluten-substrait/src/main/scala/org/apache/gluten/extension/columnar/PullOutDuplicateProject.scala
@@ -0,0 +1,99 @@
+/*
+ * 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.
+ */
+package org.apache.gluten.extension.columnar
+
+import org.apache.gluten.backendsapi.BackendsApiManager
+import org.apache.gluten.execution.{BroadcastHashJoinExecTransformerBase, LimitExecTransformer, ProjectExecTransformer}
+
+import org.apache.spark.sql.catalyst.expressions.{Alias, Attribute, AttributeMap, AttributeSet, PredicateHelper}
+import org.apache.spark.sql.catalyst.optimizer.{BuildLeft, BuildRight}
+import org.apache.spark.sql.catalyst.rules.Rule
+import org.apache.spark.sql.execution._
+
+import scala.collection.mutable.ArrayBuffer
+
+/**
+ * Velox does not allow duplicate projections in hash probe, this rule pull out duplicate
+ * projections.
+ */
+object PullOutDuplicateProject extends Rule[SparkPlan] with PredicateHelper {
+  override def apply(plan: SparkPlan): SparkPlan = plan.transformUp {
+    case bhj: BroadcastHashJoinExecTransformerBase =>
+      val pullOutAliases = new ArrayBuffer[Alias]()
+      val streamedPlan = rewriteStreamPlan(bhj.streamedPlan, bhj.references, pullOutAliases)
+      if (pullOutAliases.isEmpty) {
+        bhj
+      } else {
+        val aliasMap = AttributeMap(pullOutAliases.map(a => a.toAttribute -> a))
+        val newProjectList = bhj.output.map(attr => aliasMap.getOrElse(attr, attr))
+        val (newLeft, newRight) = bhj.joinBuildSide match {
+          case BuildLeft => (bhj.left, streamedPlan)
+          case BuildRight => (streamedPlan, bhj.right)
+        }
+
+        val newBhj =
+          BackendsApiManager.getSparkPlanExecApiInstance.genBroadcastHashJoinExecTransformer(
+            bhj.leftKeys,
+            bhj.rightKeys,
+            bhj.hashJoinType,
+            bhj.joinBuildSide,
+            bhj.condition,
+            newLeft,
+            newRight,
+            bhj.genJoinParametersInternal()._2 == 1)
+        ProjectExecTransformer(newProjectList, newBhj)
+      }
+  }
+
+  def rewriteStreamPlan(
+      plan: SparkPlan,
+      references: AttributeSet,
+      pullOutAliases: ArrayBuffer[Alias]): SparkPlan = plan match {
+    case l @ LimitExecTransformer(child, _, _) =>
+      val newChild = rewriteStreamPlan(child, references, pullOutAliases)
+      if (pullOutAliases.isEmpty) {
+        l
+      } else {
+        l.copy(child = newChild)
+      }
+    case p @ ProjectExecTransformer(projectList, _) =>
+      val duplicates =
+        projectList
+          .collect {
+            case attr: Attribute if !references.contains(attr) => attr
+            case a @ Alias(attr: Attribute, _)
+                if !references.contains(a) && !references.contains(attr) =>
+              attr
+          }
+          .groupBy(identity)
+          .mapValues(_.size)
+          .filter(_._2 > 1)
+          .keySet
+      if (duplicates.nonEmpty) {
+        val newProjectList = projectList.map {
+          case a @ Alias(attr: Attribute, _) if duplicates.contains(attr) =>
+            pullOutAliases.append(a)
+            attr
+          case ne => ne
+        }.distinct
+        p.copy(projectList = newProjectList)
+      } else {
+        p
+      }
+    case _ => plan
+  }
+}