diff --git a/sql/catalyst/src/main/scala/org/apache/spark/sql/catalyst/plans/logical/LogicalPlan.scala b/sql/catalyst/src/main/scala/org/apache/spark/sql/catalyst/plans/logical/LogicalPlan.scala
index a38458add7b5e..ff2a0ec588567 100644
--- a/sql/catalyst/src/main/scala/org/apache/spark/sql/catalyst/plans/logical/LogicalPlan.scala
+++ b/sql/catalyst/src/main/scala/org/apache/spark/sql/catalyst/plans/logical/LogicalPlan.scala
@@ -247,6 +247,8 @@ abstract class UnaryNode extends LogicalPlan {
   protected def getAliasedConstraints(projectList: Seq[NamedExpression]): Set[Expression] = {
     var allConstraints = child.constraints.asInstanceOf[Set[Expression]]
     projectList.foreach {
+      case a @ Alias(l: Literal, _) =>
+        allConstraints += EqualTo(a.toAttribute, l)
       case a @ Alias(e, _) =>
         // For every alias in `projectList`, replace the reference in constraints by its attribute.
         allConstraints ++= allConstraints.map(_ transform {
diff --git a/sql/catalyst/src/main/scala/org/apache/spark/sql/catalyst/plans/logical/QueryPlanConstraints.scala b/sql/catalyst/src/main/scala/org/apache/spark/sql/catalyst/plans/logical/QueryPlanConstraints.scala
index b0f611fd38dea..9c0a30a47f839 100644
--- a/sql/catalyst/src/main/scala/org/apache/spark/sql/catalyst/plans/logical/QueryPlanConstraints.scala
+++ b/sql/catalyst/src/main/scala/org/apache/spark/sql/catalyst/plans/logical/QueryPlanConstraints.scala
@@ -98,7 +98,7 @@ trait QueryPlanConstraints { self: LogicalPlan =>
   // we may avoid producing recursive constraints.
   private lazy val aliasMap: AttributeMap[Expression] = AttributeMap(
     expressions.collect {
-      case a: Alias => (a.toAttribute, a.child)
+      case a: Alias if !a.child.isInstanceOf[Literal] => (a.toAttribute, a.child)
     } ++ children.flatMap(_.asInstanceOf[QueryPlanConstraints].aliasMap))
     // Note: the explicit cast is necessary, since Scala compiler fails to infer the type.
 
diff --git a/sql/catalyst/src/test/scala/org/apache/spark/sql/catalyst/optimizer/InferFiltersFromConstraintsSuite.scala b/sql/catalyst/src/test/scala/org/apache/spark/sql/catalyst/optimizer/InferFiltersFromConstraintsSuite.scala
index 5580f8604ec72..a0708bf7eee9a 100644
--- a/sql/catalyst/src/test/scala/org/apache/spark/sql/catalyst/optimizer/InferFiltersFromConstraintsSuite.scala
+++ b/sql/catalyst/src/test/scala/org/apache/spark/sql/catalyst/optimizer/InferFiltersFromConstraintsSuite.scala
@@ -236,4 +236,17 @@ class InferFiltersFromConstraintsSuite extends PlanTest {
       comparePlans(optimized, originalQuery)
     }
   }
+
+  test("constraints should be inferred from aliased literals") {
+    val originalLeft = testRelation.subquery('left).as("left")
+    val optimizedLeft = testRelation.subquery('left).where(IsNotNull('a) && 'a === 2).as("left")
+
+    val right = Project(Seq(Literal(2).as("two")), testRelation.subquery('right)).as("right")
+    val condition = Some("left.a".attr === "right.two".attr)
+
+    val original = originalLeft.join(right, Inner, condition)
+    val correct = optimizedLeft.join(right, Inner, condition)
+
+    comparePlans(Optimize.execute(original.analyze), correct.analyze)
+  }
 }