diff --git a/.github/workflows/build.yml b/.github/workflows/build.yml
index 5b8cc3316f6..0b76b8ddd62 100644
--- a/.github/workflows/build.yml
+++ b/.github/workflows/build.yml
@@ -12,6 +12,8 @@ on:
     types: [opened, reopened, synchronize, labeled, unlabeled]
 env:
   STAGING_PROFILE_ID: 46f80d0729c92d
+  IS_SNAPSHOT: github.event_name == 'push' && (github.ref == 'refs/heads/master' || github.ref == 'refs/heads/staging')
+  IS_RELEASE: github.event_name == 'push' && startsWith(github.ref, 'refs/heads/r')
 jobs:
   check-format:
     if: github.event_name == 'pull_request'
@@ -35,10 +37,10 @@ jobs:
   prepare:
     runs-on: ubuntu-20.04
     outputs:
-      stagingRepositoryId: ${{ steps.staging.outputs.stagingRepositoryId }}
+      repositoryUrl: ${{ steps.repository.outputs.repositoryUrl }}
     steps:
       - name: Create staging repository
-        if: github.event_name == 'push' && startsWith(github.ref, 'refs/heads/r')
+        if: ${{ IS_RELEASE }}
         id: staging
         run: |
           echo "Creating staging repository with profile $STAGING_PROFILE_ID"
@@ -47,7 +49,17 @@ jobs:
               https://oss.sonatype.org/service/local/staging/profiles/$STAGING_PROFILE_ID/start
           STAGING_REPOSITORY_ID=`awk -F'[<>]' '/stagedRepositoryId/{print $3}' response.xml`
           echo "Staging repository created: $STAGING_REPOSITORY_ID"
-          echo "::set-output name=stagingRepositoryId::$STAGING_REPOSITORY_ID"
+      - name: Extract repository URL
+        id: repository
+        run: |
+          if [[ "${{ IS_RELEASE }}" ]]; then
+            export URL_PROPERTY="project.distributionManagement.repository.url"
+          else
+            export URL_PROPERTY="project.distributionManagement.snapshotRepository.url"
+          fi
+          REPOSITORY_URL=`mvn exec:exec -q -N -Dexec.executable='echo' -Dexec.args="\${$URL_PROPERTY}" -DstagingRepositoryId=$STAGING_REPOSITORY_ID`
+          echo "Repository URL: $REPOSITORY_URL"
+          echo "::set-output name=repositoryUrl::$REPOSITORY_URL"
   linux-x86_64:
     runs-on: ubuntu-20.04
     needs: prepare
@@ -67,7 +79,10 @@ jobs:
           gcc --version
           mvn -version
           echo "<settings><servers><server><id>ossrh</id><username>${{ secrets.CI_DEPLOY_USERNAME }}</username><password>${{ secrets.CI_DEPLOY_PASSWORD }}</password></server></servers></settings>" > $HOME/.m2/settings.xml
-          mvn clean install -pl '!tensorflow-framework' -B -U -e -Djavacpp.platform=linux-x86_64 -Djavacpp.platform.extension=${{ matrix.ext }} -am -DstagingRepositoryId=${{ needs.prepare.outputs.stagingRepositoryId }}
+          mvn clean install -pl '!tensorflow-framework' -B -U -e -Djavacpp.platform=linux-x86_64 -Djavacpp.platform.extension=${{ matrix.ext }} -am
+      - name: Deploy native artifact
+        if: ${{ IS_RELEASE }} || ${{ IS_SNAPSHOT }}
+        run: mvn -f tensorflow-core/tensorflow-core-native/pom.xml deploy:deploy-file@native-only -Durl=${{ needs.prepare.outputs.repositoryUrl }}
   macosx-arm64:
     runs-on: macos-14
     needs: prepare
@@ -88,7 +103,10 @@ jobs:
           clang --version
           mvn -version
           echo "<settings><servers><server><id>ossrh</id><username>${{ secrets.CI_DEPLOY_USERNAME }}</username><password>${{ secrets.CI_DEPLOY_PASSWORD }}</password></server></servers></settings>" > $HOME/.m2/settings.xml
-          mvn clean install -pl '!tensorflow-framework' -B -U -e -Djavacpp.platform=macosx-arm64 -Djavacpp.platform.extension=${{ matrix.ext }} -am -DstagingRepositoryId=${{ needs.prepare.outputs.stagingRepositoryId }}
+          mvn clean install -pl '!tensorflow-framework' -B -U -e -Djavacpp.platform=macosx-arm64 -Djavacpp.platform.extension=${{ matrix.ext }} -am
+      - name: Deploy native artifact
+        if: ${{ IS_RELEASE }} || ${{ IS_SNAPSHOT }}
+        run: mvn -f tensorflow-core/tensorflow-core-native/pom.xml deploy:deploy-file@native-only -Durl=${{ needs.prepare.outputs.repositoryUrl }}
   macosx-x86_64:
     runs-on: macos-11
     needs: prepare
@@ -108,7 +126,10 @@ jobs:
           clang --version
           mvn -version
           echo "<settings><servers><server><id>ossrh</id><username>${{ secrets.CI_DEPLOY_USERNAME }}</username><password>${{ secrets.CI_DEPLOY_PASSWORD }}</password></server></servers></settings>" > $HOME/.m2/settings.xml
-          mvn clean install -pl '!tensorflow-framework' -B -U -e -Djavacpp.platform=macosx-x86_64 -Djavacpp.platform.extension=${{ matrix.ext }} -am -DstagingRepositoryId=${{ needs.prepare.outputs.stagingRepositoryId }}
+          mvn clean install -pl '!tensorflow-framework' -B -U -e -Djavacpp.platform=macosx-x86_64 -Djavacpp.platform.extension=${{ matrix.ext }} -am
+      - name: Deploy native artifact
+        if: ${{ IS_RELEASE }} || ${{ IS_SNAPSHOT }}
+        run: mvn -f tensorflow-core/tensorflow-core-native/pom.xml deploy:deploy-file@native-only -Durl=${{ needs.prepare.outputs.repositoryUrl }}
   windows-x86_64:
     if: github.event_name == 'push' || contains(github.event.pull_request.labels.*.name, 'CI build')
     runs-on: windows-2019
@@ -148,10 +169,13 @@ jobs:
           call mvn -version
           echo ^<settings^>^<servers^>^<server^>^<id^>ossrh^</id^>^<username^>${{ secrets.CI_DEPLOY_USERNAME }}^</username^>^<password^>${{ secrets.CI_DEPLOY_PASSWORD }}^</password^>^</server^>^</servers^>^</settings^> > %USERPROFILE%\.m2\settings.xml
           set "SKIP_EXPORT=true"
-          call mvn clean install -pl "!tensorflow-framework" -B -U -e -Djavacpp.platform=windows-x86_64 -Djavacpp.platform.extension=${{ matrix.ext }} -am -DstagingRepositoryId=${{ needs.prepare.outputs.stagingRepositoryId }}
+          call mvn clean install -pl "!tensorflow-framework" -B -U -e -Djavacpp.platform=windows-x86_64 -Djavacpp.platform.extension=${{ matrix.ext }} -am
           if ERRORLEVEL 1 exit /b
+      - name: Deploy native artifact
+        if: ${{ IS_RELEASE }} || ${{ IS_SNAPSHOT }}
+        run: mvn -f tensorflow-core/tensorflow-core-native/pom.xml deploy:deploy-file@native-only -Durl=${{ needs.prepare.outputs.repositoryUrl }}
   deploy:
-    if: github.event_name == 'push' && (contains(github.ref, 'master') || contains(github.ref, 'staging'))
+    if: false # ${{ IS_SNAPSHOT }}
     needs: [linux-x86_64, macosx-x86_64, windows-x86_64, macosx-arm64]
     runs-on: ubuntu-20.04
     steps:
diff --git a/pom.xml b/pom.xml
index 6eb3dd2c328..fa8bed7ed56 100644
--- a/pom.xml
+++ b/pom.xml
@@ -148,6 +148,7 @@
         <maven.source.skip>false</maven.source.skip>
       </properties>
     </profile>
+
     <!--
     Releasing profile
         Activate GPG signing on all built artifacts and fetch native artifacts from staging repository
diff --git a/tensorflow-core/pom.xml b/tensorflow-core/pom.xml
index 07d619ff771..89b4b06a2d3 100644
--- a/tensorflow-core/pom.xml
+++ b/tensorflow-core/pom.xml
@@ -68,7 +68,7 @@
     <profile>
       <!--
         When deploying, the build packages and distributes native binaries for all supported platforms. These native artifacts
-        must have already been built, tested and published priorly on their respective platform.
+        must have already been built, tested and deployed priorly from their respective platform.
       -->
       <id>deploying</id>
       <properties>
diff --git a/tensorflow-core/tensorflow-core-api/pom.xml b/tensorflow-core/tensorflow-core-api/pom.xml
index 0bbaa047aa7..7a78ba78460 100644
--- a/tensorflow-core/tensorflow-core-api/pom.xml
+++ b/tensorflow-core/tensorflow-core-api/pom.xml
@@ -177,18 +177,6 @@
         </plugins>
       </build>
     </profile>
-
-    <profile>
-      <!--
-        Deploying Profile
-          Avoid deploying snapshots since all artifacts must have the same timestamp to avoid
-          issues when using Gradle.
-      -->
-      <id>deploying</id>
-      <properties>
-        <maven.deploy.skip>true</maven.deploy.skip>
-      </properties>
-    </profile>
   </profiles>
 
   <build>
diff --git a/tensorflow-core/tensorflow-core-native/pom.xml b/tensorflow-core/tensorflow-core-native/pom.xml
index 75c2914f5b7..750630b3661 100644
--- a/tensorflow-core/tensorflow-core-native/pom.xml
+++ b/tensorflow-core/tensorflow-core-native/pom.xml
@@ -58,6 +58,7 @@
   </dependencies>
 
   <profiles>
+    <!-- Do a full native build using Bazel -->
     <profile>
       <id>native-build</id>
       <activation>
@@ -73,13 +74,18 @@
       </properties>
     </profile>
 
+    <!-- Deploying mode: don't create native artifacts, use ones published by CI build -->
+    <profile>
+      <id>deploying</id>
+      <properties>
+        <javacpp.build.skip>true</javacpp.build.skip>
+        <dist.download.skip>true</dist.download.skip>
+      </properties>
+    </profile>
+
+    <!-- Generating mode: produce Java files from native resources -->
     <profile>
       <id>generating</id>
-      <activation>
-        <property>
-          <name>native.generate</name>
-        </property>
-      </activation>
       <properties>
         <bazel.generate.skip>false</bazel.generate.skip>
         <bazel.clean.skip>false</bazel.clean.skip>
@@ -467,6 +473,34 @@
         </executions>
       </plugin>
 
+      <plugin>
+        <artifactId>maven-deploy-plugin</artifactId>
+        <version>3.1.1</version>
+        <executions>
+          <execution>
+            <!--
+              Deploy only native artifact
+                This is used by the CI build to only deploy the native JAR artifact in the platform-specific runners.
+                Other artifacts will be deployed in a second pass, when activating the `deploying` profile
+            -->
+            <id>native-only</id>
+            <goals>
+              <goal>deploy-file</goal>
+            </goals>
+            <configuration>
+              <!-- 'url' property must be provided in command line -->
+              <file>${project.build.directory}/${project.artifactId}-${project.version}-${native.classifier}.jar</file>
+              <repositoryId>ossrh</repositoryId>
+              <groupId>${project.groupId}</groupId>
+              <artifactId>${project.artifactId}</artifactId>
+              <classifier>${native.classifier}</classifier>
+              <pomFile>pom.xml</pomFile>
+              <generatePom>false</generatePom>
+            </configuration>
+          </execution>
+        </executions>
+      </plugin>
+
       <plugin>
         <artifactId>maven-surefire-plugin</artifactId>
         <executions>