diff --git a/pkg/planner/core/issuetest/planner_issue_test.go b/pkg/planner/core/issuetest/planner_issue_test.go
index 2702c4151a825..561736d7243ad 100644
--- a/pkg/planner/core/issuetest/planner_issue_test.go
+++ b/pkg/planner/core/issuetest/planner_issue_test.go
@@ -220,4 +220,15 @@ LIMIT 65122436;`).Check(testkit.Rows(
 		"  └─IndexReader_38 6.40 root  index:StreamAgg_17",
 		"    └─StreamAgg_17 6.40 cop[tikv]  group by:test.ta31c32a7.col_63, funcs:bit_xor(cast(test.ta31c32a7.col_63, bigint(22) BINARY))->Column#6",
 		"      └─IndexRangeScan_34 10.00 cop[tikv] table:ta31c32a7, index:idx_24(col_63) range:[NULL,NULL], keep order:true, stats:pseudo"))
+	tk.MustQuery(`explain SELECT BIT_XOR(ta31c32a7.col_63) AS r0
+FROM ta31c32a7
+WHERE ISNULL(ta31c32a7.col_63)
+  OR ta31c32a7.col_63 IN (1780.7418079754723, 5904.959667345741, 1531.4023068774668)
+GROUP BY ta31c32a7.col_63
+LIMIT 65122436;`).Check(testkit.Rows(
+		"Limit_11 32.00 root  offset:0, count:65122436",
+		"└─StreamAgg_35 32.00 root  group by:test.ta31c32a7.col_63, funcs:bit_xor(Column#5)->Column#3",
+		"  └─IndexReader_36 32.00 root  index:StreamAgg_15",
+		"    └─StreamAgg_15 32.00 cop[tikv]  group by:test.ta31c32a7.col_63, funcs:bit_xor(cast(test.ta31c32a7.col_63, bigint(22) BINARY))->Column#5",
+		"      └─IndexRangeScan_32 40.00 cop[tikv] table:ta31c32a7, index:idx_24(col_63) range:[NULL,NULL], [1531.4023068774668,1531.4023068774668], [1780.7418079754723,1780.7418079754723], [5904.959667345741,5904.959667345741], keep order:true, stats:pseudo"))
 }
diff --git a/pkg/util/ranger/ranger.go b/pkg/util/ranger/ranger.go
index 5d2d0a9edc8aa..27083db5314ab 100644
--- a/pkg/util/ranger/ranger.go
+++ b/pkg/util/ranger/ranger.go
@@ -735,21 +735,36 @@ func points2EqOrInCond(ctx expression.BuildContext, points []*point, col *expres
 	retType := col.GetType(ctx.GetEvalCtx())
 	args := make([]expression.Expression, 0, len(points)/2)
 	args = append(args, col)
-	if len(points) == 2 && points[0].value.IsNull() && points[0].value.IsNull() {
-		return expression.NewFunctionInternal(ctx, ast.IsNull, retType, args...)
-	}
+	orArgs := make([]expression.Expression, 0, 2)
 	for i := 0; i < len(points); i = i + 2 {
-		value := &expression.Constant{
-			Value:   points[i].value,
-			RetType: retType,
+		if points[i].value.IsNull() {
+			orArgs = append(orArgs, expression.NewFunctionInternal(ctx, ast.IsNull, retType, col))
+		} else {
+			value := &expression.Constant{
+				Value:   points[i].value,
+				RetType: retType,
+			}
+			args = append(args, value)
 		}
-		args = append(args, value)
 	}
-	funcName := ast.EQ
-	if len(args) > 2 {
-		funcName = ast.In
+	var result expression.Expression
+	if len(args) > 1 {
+		funcName := ast.EQ
+		if len(args) > 2 {
+			funcName = ast.In
+		}
+		result = expression.NewFunctionInternal(ctx, funcName, col.GetType(ctx.GetEvalCtx()), args...)
+	}
+	if len(orArgs) == 0 {
+		return result
+	}
+	if result != nil {
+		orArgs = append(orArgs, result)
+	}
+	if len(orArgs) == 1 {
+		return orArgs[0]
 	}
-	return expression.NewFunctionInternal(ctx, funcName, col.GetType(ctx.GetEvalCtx()), args...)
+	return expression.NewFunctionInternal(ctx, ast.Or, col.GetType(ctx.GetEvalCtx()), orArgs...)
 }
 
 // RangesToString print a list of Ranges into a string which can appear in an SQL as a condition.