diff --git a/paimon-spark/paimon-spark-3.5/pom.xml b/paimon-spark/paimon-spark-3.5/pom.xml
index c8feee030e9c..2540058d3755 100644
--- a/paimon-spark/paimon-spark-3.5/pom.xml
+++ b/paimon-spark/paimon-spark-3.5/pom.xml
@@ -32,7 +32,7 @@ under the License.
     <name>Paimon : Spark : 3.5</name>
 
     <properties>
-        <spark.version>3.5.3</spark.version>
+        <spark.version>3.5.4</spark.version>
     </properties>
 
     <dependencies>
diff --git a/paimon-spark/paimon-spark-ut/src/test/scala/org/apache/paimon/spark/sql/PaimonFunctionTest.scala b/paimon-spark/paimon-spark-ut/src/test/scala/org/apache/paimon/spark/sql/PaimonFunctionTest.scala
index f399ca3e6f01..bb48983a85a6 100644
--- a/paimon-spark/paimon-spark-ut/src/test/scala/org/apache/paimon/spark/sql/PaimonFunctionTest.scala
+++ b/paimon-spark/paimon-spark-ut/src/test/scala/org/apache/paimon/spark/sql/PaimonFunctionTest.scala
@@ -97,7 +97,7 @@ class PaimonFunctionTest extends PaimonHiveTestBase {
       Row("spark_catalog.test_hive.myintsum"))
 
     withTable("t") {
-      sql("CREATE TABLE t (id INT)")
+      sql("CREATE TABLE t (id INT) USING paimon")
       sql("INSERT INTO t VALUES (1), (2), (3)")
       checkAnswer(sql("SELECT myIntSum(id) FROM t"), Row(6))
     }
diff --git a/pom.xml b/pom.xml
index 4524bdde8c6b..6600f040902c 100644
--- a/pom.xml
+++ b/pom.xml
@@ -118,7 +118,7 @@ under the License.
 
         <!-- spark profile properties-->
         <paimon-sparkx-common>paimon-spark3-common</paimon-sparkx-common>
-        <paimon-spark-common.spark.version>3.5.3</paimon-spark-common.spark.version>
+        <paimon-spark-common.spark.version>3.5.4</paimon-spark-common.spark.version>
         <test.spark.main.version>3.3</test.spark.main.version>
         <test.spark.version>3.3.0</test.spark.version>
 
@@ -368,7 +368,7 @@ under the License.
             <properties>
                 <scala.binary.version>2.12</scala.binary.version>
                 <scala.version>${scala212.version}</scala.version>
-                <paimon-spark-common.spark.version>3.5.3</paimon-spark-common.spark.version>
+                <paimon-spark-common.spark.version>3.5.4</paimon-spark-common.spark.version>
                 <paimon-sparkx-common>paimon-spark3-common</paimon-sparkx-common>
                 <!-- todo: support the latest spark in paimon e2e test2 -->
                 <test.spark.main.version>3.3</test.spark.main.version>