diff --git a/paimon-core/src/main/java/org/apache/paimon/partition/PartitionValuesTimeExpireStrategy.java b/paimon-core/src/main/java/org/apache/paimon/partition/PartitionValuesTimeExpireStrategy.java
index 80ae633fd297..51c53282c476 100644
--- a/paimon-core/src/main/java/org/apache/paimon/partition/PartitionValuesTimeExpireStrategy.java
+++ b/paimon-core/src/main/java/org/apache/paimon/partition/PartitionValuesTimeExpireStrategy.java
@@ -81,23 +81,34 @@ public boolean test(BinaryRow partition) {
                 LocalDateTime partTime = timeExtractor.extract(partitionKeys, Arrays.asList(array));
                 return expireDateTime.isAfter(partTime);
             } catch (DateTimeParseException e) {
-                String partitionInfo =
-                        IntStream.range(0, partitionKeys.size())
-                                .mapToObj(i -> partitionKeys.get(i) + ":" + array[i])
-                                .collect(Collectors.joining(","));
                 LOG.warn(
                         "Can't extract datetime from partition {}. If you want to configure partition expiration, please:\n"
                                 + "  1. Check the expiration configuration.\n"
                                 + "  2. Manually delete the partition using the drop-partition command if the partition"
                                 + " value is non-date formatted.\n"
                                 + "  3. Use '{}' expiration strategy by set '{}', which supports non-date formatted partition.",
-                        partitionInfo,
+                        formatPartitionInfo(array),
+                        CoreOptions.PartitionExpireStrategy.UPDATE_TIME,
+                        CoreOptions.PARTITION_EXPIRATION_STRATEGY.key());
+                return false;
+            } catch (NullPointerException e) {
+                // there might exist NULL partition value
+                LOG.warn(
+                        "This partition {} cannot be expired because it contains null value. "
+                                + "You can try to drop it manually or use '{}' expiration strategy by set '{}'.",
+                        formatPartitionInfo(array),
                         CoreOptions.PartitionExpireStrategy.UPDATE_TIME,
                         CoreOptions.PARTITION_EXPIRATION_STRATEGY.key());
                 return false;
             }
         }
 
+        private String formatPartitionInfo(Object[] array) {
+            return IntStream.range(0, partitionKeys.size())
+                    .mapToObj(i -> partitionKeys.get(i) + ":" + array[i])
+                    .collect(Collectors.joining(","));
+        }
+
         @Override
         public boolean test(
                 long rowCount,
diff --git a/paimon-flink/paimon-flink-common/src/test/java/org/apache/paimon/flink/procedure/ExpirePartitionsProcedureITCase.java b/paimon-flink/paimon-flink-common/src/test/java/org/apache/paimon/flink/procedure/ExpirePartitionsProcedureITCase.java
index bc2e84902f35..2d1fb6dde78a 100644
--- a/paimon-flink/paimon-flink-common/src/test/java/org/apache/paimon/flink/procedure/ExpirePartitionsProcedureITCase.java
+++ b/paimon-flink/paimon-flink-common/src/test/java/org/apache/paimon/flink/procedure/ExpirePartitionsProcedureITCase.java
@@ -402,6 +402,19 @@ public void testSortAndLimitExpirePartition() throws Exception {
                 .containsExactlyInAnyOrder("4:2024-06-03:01:00", "Never-expire:9999-09-09:99:99");
     }
 
+    @Test
+    public void testNullPartitionExpire() {
+        sql("CREATE TABLE T (k INT, ds STRING) PARTITIONED BY (ds);");
+        sql("INSERT INTO T VALUES (1, CAST (NULL AS STRING))");
+        assertThat(
+                        callExpirePartitions(
+                                "CALL sys.expire_partitions("
+                                        + "`table` => 'default.T'"
+                                        + ", expiration_time => '1 d'"
+                                        + ", timestamp_formatter => 'yyyyMMdd')"))
+                .containsExactly("No expired partitions.");
+    }
+
     /** Return a list of expired partitions. */
     public List<String> callExpirePartitions(String callSql) {
         return sql(callSql).stream()