diff --git a/sql/catalyst/src/main/scala/org/apache/spark/sql/catalyst/expressions/EquivalentExpressions.scala b/sql/catalyst/src/main/scala/org/apache/spark/sql/catalyst/expressions/EquivalentExpressions.scala
index 364f546ffcbe..32eb650aa6d2 100644
--- a/sql/catalyst/src/main/scala/org/apache/spark/sql/catalyst/expressions/EquivalentExpressions.scala
+++ b/sql/catalyst/src/main/scala/org/apache/spark/sql/catalyst/expressions/EquivalentExpressions.scala
@@ -83,6 +83,13 @@ class EquivalentExpressions {
    * Adds only expressions which are common in each of given expressions, in a recursive way.
    * For example, given two expressions `(a + (b + (c + 1)))` and `(d + (e + (c + 1)))`,
    * the common expression `(c + 1)` will be added into `equivalenceMap`.
+   *
+   * Note that as we don't know in advance if any child node of an expression will be common
+   * across all given expressions, we count all child nodes when looking through the given
+   * expressions. But when we call `addExprTree` to add common expressions into the map, we
+   * will add recursively the child nodes. So we need to filter the child expressions first.
+   * For example, if `((a + b) + c)` and `(a + b)` are common expressions, we only add
+   * `((a + b) + c)`.
    */
   private def addCommonExprs(
       exprs: Seq[Expression],
@@ -90,13 +97,21 @@ class EquivalentExpressions {
     val exprSetForAll = mutable.Set[Expr]()
     addExprTree(exprs.head, addExprToSet(_, exprSetForAll))
 
-    val commonExprSet = exprs.tail.foldLeft(exprSetForAll) { (exprSet, expr) =>
+    val candidateExprs = exprs.tail.foldLeft(exprSetForAll) { (exprSet, expr) =>
       val otherExprSet = mutable.Set[Expr]()
       addExprTree(expr, addExprToSet(_, otherExprSet))
       exprSet.intersect(otherExprSet)
     }
 
-    commonExprSet.foreach(expr => addFunc(expr.e))
+    // Not all expressions in the set should be added. We should filter out the related
+    // children nodes.
+    val commonExprSet = candidateExprs.filter { candidateExpr =>
+      candidateExprs.forall { expr =>
+        expr == candidateExpr || expr.e.find(_.semanticEquals(candidateExpr.e)).isEmpty
+      }
+    }
+
+    commonExprSet.foreach(expr => addExprTree(expr.e, addFunc))
   }
 
   // There are some special expressions that we should not recurse into all of its children.
diff --git a/sql/catalyst/src/test/scala/org/apache/spark/sql/catalyst/expressions/SubexpressionEliminationSuite.scala b/sql/catalyst/src/test/scala/org/apache/spark/sql/catalyst/expressions/SubexpressionEliminationSuite.scala
index bdb08de6d727..5e6b07422c76 100644
--- a/sql/catalyst/src/test/scala/org/apache/spark/sql/catalyst/expressions/SubexpressionEliminationSuite.scala
+++ b/sql/catalyst/src/test/scala/org/apache/spark/sql/catalyst/expressions/SubexpressionEliminationSuite.scala
@@ -310,6 +310,22 @@ class SubexpressionEliminationSuite extends SparkFunSuite with ExpressionEvalHel
     }
   }
 
+  test("SPARK-35410: SubExpr elimination should not include redundant child exprs " +
+    "for conditional expressions") {
+    val add1 = Add(Literal(1), Literal(2))
+    val add2 = Add(Literal(2), Literal(3))
+    val add3 = Add(add1, add2)
+    val condition = (GreaterThan(add3, Literal(3)), add3) :: Nil
+
+    val caseWhenExpr = CaseWhen(condition, None)
+    val equivalence = new EquivalentExpressions
+    equivalence.addExprTree(caseWhenExpr)
+
+    val commonExprs = equivalence.getAllEquivalentExprs(1)
+    assert(commonExprs.size == 1)
+    assert(commonExprs.head === Seq(add3, add3))
+  }
+
   test("SPARK-35439: Children subexpr should come first than parent subexpr") {
     val add = Add(Literal(1), Literal(2))
 
diff --git a/sql/core/src/test/scala/org/apache/spark/sql/DataFrameSuite.scala b/sql/core/src/test/scala/org/apache/spark/sql/DataFrameSuite.scala
index d7d85d43544e..19c905326042 100644
--- a/sql/core/src/test/scala/org/apache/spark/sql/DataFrameSuite.scala
+++ b/sql/core/src/test/scala/org/apache/spark/sql/DataFrameSuite.scala
@@ -2861,6 +2861,25 @@ class DataFrameSuite extends QueryTest
       checkAnswer(result, Row(0, 0, 0, 0, 100))
     }
   }
+
+  test("SPARK-35410: SubExpr elimination should not include redundant child exprs " +
+    "for conditional expressions") {
+    val accum = sparkContext.longAccumulator("call")
+    val simpleUDF = udf((s: String) => {
+      accum.add(1)
+      s
+    })
+    val df1 = spark.range(5).select(when(functions.length(simpleUDF($"id")) > 0,
+      functions.length(simpleUDF($"id"))))
+    df1.collect()
+    assert(accum.value == 5)
+
+    val nondeterministicUDF = simpleUDF.asNondeterministic()
+    val df2 = spark.range(5).select(when(functions.length(nondeterministicUDF($"id")) > 0,
+      functions.length(nondeterministicUDF($"id"))))
+    df2.collect()
+    assert(accum.value == 15)
+  }
 }
 
 case class GroupByKey(a: Int, b: Int)