diff --git a/jvm-packages/xgboost4j/pom.xml b/jvm-packages/xgboost4j/pom.xml
index cca3ddb8b..83372a88c 100644
--- a/jvm-packages/xgboost4j/pom.xml
+++ b/jvm-packages/xgboost4j/pom.xml
@@ -71,6 +71,18 @@
                   </execution>
               </executions>
           </plugin>
+          <plugin>
+              <groupId>org.apache.maven.plugins</groupId>
+              <artifactId>maven-resources-plugin</artifactId>
+              <version>3.1.0</version>
+              <configuration>
+                  <nonFilteredFileExtensions>
+                      <nonFilteredFileExtension>dll</nonFilteredFileExtension>
+                      <nonFilteredFileExtension>dylib</nonFilteredFileExtension>
+                      <nonFilteredFileExtension>so</nonFilteredFileExtension>
+                  </nonFilteredFileExtensions>
+              </configuration>
+          </plugin>
       </plugins>
     </build>
 </project>