diff --git a/dev/kyuubi-codecov/pom.xml b/dev/kyuubi-codecov/pom.xml
index 2b7660dc5..b4e0b3b62 100644
--- a/dev/kyuubi-codecov/pom.xml
+++ b/dev/kyuubi-codecov/pom.xml
@@ -73,6 +73,36 @@
             <artifactId>kyuubi-spark-sql-engine_${scala.binary.version}</artifactId>
             <version>${project.version}</version>
         </dependency>
+
+        <dependency>
+            <groupId>org.apache.kyuubi</groupId>
+            <artifactId>kyuubi-flink-sql-engine_${scala.binary.version}</artifactId>
+            <version>${project.version}</version>
+        </dependency>
+
+        <dependency>
+            <groupId>org.apache.kyuubi</groupId>
+            <artifactId>kyuubi-trino-engine_${scala.binary.version}</artifactId>
+            <version>${project.version}</version>
+        </dependency>
+
+        <dependency>
+            <groupId>org.apache.kyuubi</groupId>
+            <artifactId>kyuubi-flink-it_${scala.binary.version}</artifactId>
+            <version>${project.version}</version>
+        </dependency>
+
+        <dependency>
+            <groupId>org.apache.kyuubi</groupId>
+            <artifactId>kyuubi-hive-jdbc</artifactId>
+            <version>${project.version}</version>
+        </dependency>
+
+        <dependency>
+            <groupId>org.apache.kyuubi</groupId>
+            <artifactId>kyuubi-hive-beeline</artifactId>
+            <version>${project.version}</version>
+        </dependency>
     </dependencies>
 
     <build>
@@ -89,8 +119,9 @@
                         </goals>
                         <configuration>
                             <dataFileIncludes>
-                                <dataFileInclude>target/codecov/*.exec</dataFileInclude>
+                                <dataFileInclude>**/jacoco*.exec</dataFileInclude>
                             </dataFileIncludes>
+                            <outputDirectory>${project.reporting.outputDirectory}/jacoco-aggregate-all</outputDirectory>
                         </configuration>
                     </execution>
                 </executions>