diff --git a/plan/logical_plan_test.go b/plan/logical_plan_test.go
index 0d253ae68994f..5213f6bb92e89 100644
--- a/plan/logical_plan_test.go
+++ b/plan/logical_plan_test.go
@@ -619,6 +619,10 @@ func (s *testPlanSuite) TestSubquery(c *C) {
 			sql:  "select t1.b from t t1 where t1.b = (select max(t2.a) from t t2 where t1.b=t2.b)",
 			best: "Join{DataScan(t1)->DataScan(t2)->Aggr(max(t2.a),firstrow(t2.b))}(t1.b,t2.b)->Projection->Sel([eq(t1.b, max(t2.a))])->Projection",
 		},
+		{
+			sql:  "select t1.b from t t1 where t1.b = (select avg(t2.a) from t t2 where t1.g=t2.g and (t1.b = 4 or t2.b = 2))",
+			best: "Apply{DataScan(t1)->DataScan(t2)->Sel([eq(t1.g, t2.g) or(eq(t1.b, 4), eq(t2.b, 2))])->Aggr(avg(t2.a))}->Projection->Sel([eq(cast(t1.b), avg(t2.a))])->Projection",
+		},
 	}
 
 	for _, ca := range tests {
diff --git a/plan/rule_decorrelate.go b/plan/rule_decorrelate.go
index 5d5ea426c504b..a56e30899a37b 100644
--- a/plan/rule_decorrelate.go
+++ b/plan/rule_decorrelate.go
@@ -202,15 +202,21 @@ func (s *decorrelateSolver) optimize(p LogicalPlan) (LogicalPlan, error) {
 			// We can pull up the equal conditions below the aggregation as the join key of the apply, if only
 			// the equal conditions contain the correlated column of this apply.
 			if sel, ok := agg.children[0].(*LogicalSelection); ok && apply.JoinType == LeftOuterJoin {
-				var eqCondWithCorCol []*expression.ScalarFunction
+				var (
+					eqCondWithCorCol []*expression.ScalarFunction
+					remainedExpr     []expression.Expression
+				)
 				// Extract the equal condition.
-				for i := len(sel.Conditions) - 1; i >= 0; i-- {
-					if expr := apply.deCorColFromEqExpr(sel.Conditions[i]); expr != nil {
+				for _, cond := range sel.Conditions {
+					if expr := apply.deCorColFromEqExpr(cond); expr != nil {
 						eqCondWithCorCol = append(eqCondWithCorCol, expr.(*expression.ScalarFunction))
-						sel.Conditions = append(sel.Conditions[:i], sel.Conditions[i+1:]...)
+					} else {
+						remainedExpr = append(remainedExpr, cond)
 					}
 				}
 				if len(eqCondWithCorCol) > 0 {
+					originalExpr := sel.Conditions
+					sel.Conditions = remainedExpr
 					apply.extractCorColumnsBySchema()
 					// There's no other correlated column.
 					if len(apply.corCols) == 0 {
@@ -230,26 +236,28 @@ func (s *decorrelateSolver) optimize(p LogicalPlan) (LogicalPlan, error) {
 							}
 						}
 						agg.collectGroupByColumns()
-					}
-					// The selection may be useless, check and remove it.
-					if len(sel.Conditions) == 0 {
-						agg.SetChildren(sel.children[0])
-					}
-					defaultValueMap := s.aggDefaultValueMap(agg)
-					// We should use it directly, rather than building a projection.
-					if len(defaultValueMap) > 0 {
-						proj := LogicalProjection{}.init(agg.ctx)
-						proj.SetSchema(apply.schema)
-						proj.Exprs = expression.Column2Exprs(apply.schema.Columns)
-						for i, val := range defaultValueMap {
-							pos := proj.schema.ColumnIndex(agg.schema.Columns[i])
-							ifNullFunc := expression.NewFunctionInternal(agg.ctx, ast.Ifnull, types.NewFieldType(mysql.TypeLonglong), agg.schema.Columns[i], val)
-							proj.Exprs[pos] = ifNullFunc
+						// The selection may be useless, check and remove it.
+						if len(sel.Conditions) == 0 {
+							agg.SetChildren(sel.children[0])
 						}
-						proj.SetChildren(apply)
-						p = proj
+						defaultValueMap := s.aggDefaultValueMap(agg)
+						// We should use it directly, rather than building a projection.
+						if len(defaultValueMap) > 0 {
+							proj := LogicalProjection{}.init(agg.ctx)
+							proj.SetSchema(apply.schema)
+							proj.Exprs = expression.Column2Exprs(apply.schema.Columns)
+							for i, val := range defaultValueMap {
+								pos := proj.schema.ColumnIndex(agg.schema.Columns[i])
+								ifNullFunc := expression.NewFunctionInternal(agg.ctx, ast.Ifnull, types.NewFieldType(mysql.TypeLonglong), agg.schema.Columns[i], val)
+								proj.Exprs[pos] = ifNullFunc
+							}
+							proj.SetChildren(apply)
+							p = proj
+						}
+						return s.optimize(p)
 					}
-					return s.optimize(p)
+					sel.Conditions = originalExpr
+					apply.extractCorColumnsBySchema()
 				}
 			}
 		}