diff --git a/paimon-spark/paimon-spark-common/src/main/java/org/apache/paimon/spark/procedure/ExpireSnapshotsProcedure.java b/paimon-spark/paimon-spark-common/src/main/java/org/apache/paimon/spark/procedure/ExpireSnapshotsProcedure.java
index 4854cfaf195a..738a5157d9a5 100644
--- a/paimon-spark/paimon-spark-common/src/main/java/org/apache/paimon/spark/procedure/ExpireSnapshotsProcedure.java
+++ b/paimon-spark/paimon-spark-common/src/main/java/org/apache/paimon/spark/procedure/ExpireSnapshotsProcedure.java
@@ -22,7 +22,6 @@
 import org.apache.paimon.table.ExpireSnapshots;
 import org.apache.paimon.utils.DateTimeUtils;
 import org.apache.paimon.utils.StringUtils;
-import org.apache.paimon.utils.TimeUtils;
 
 import org.apache.spark.sql.catalyst.InternalRow;
 import org.apache.spark.sql.connector.catalog.Identifier;
@@ -46,8 +45,7 @@ public class ExpireSnapshotsProcedure extends BaseProcedure {
                 ProcedureParameter.optional("retain_max", IntegerType),
                 ProcedureParameter.optional("retain_min", IntegerType),
                 ProcedureParameter.optional("older_than", StringType),
-                ProcedureParameter.optional("max_deletes", IntegerType),
-                ProcedureParameter.optional("time_retained", StringType)
+                ProcedureParameter.optional("max_deletes", IntegerType)
             };
 
     private static final StructType OUTPUT_TYPE =
@@ -78,8 +76,6 @@ public InternalRow[] call(InternalRow args) {
         Integer retainMin = args.isNullAt(2) ? null : args.getInt(2);
         String olderThanStr = args.isNullAt(3) ? null : args.getString(3);
         Integer maxDeletes = args.isNullAt(4) ? null : args.getInt(4);
-        Duration timeRetained =
-                args.isNullAt(5) ? null : TimeUtils.parseDuration(args.getString(5));
 
         return modifyPaimonTable(
                 tableIdent,
@@ -92,11 +88,7 @@ public InternalRow[] call(InternalRow args) {
                     if (retainMin != null) {
                         builder.snapshotRetainMin(retainMin);
                     }
-                    if (!StringUtils.isBlank(olderThanStr) && timeRetained != null) {
-                        throw new IllegalArgumentException(
-                                "older_than and time_retained cannot be used together.");
-                    }
-                    if (!StringUtils.isBlank(olderThanStr)) {
+                    if (!StringUtils.isNullOrWhitespaceOnly(olderThanStr)) {
                         long olderThanMills;
                         // forward compatibility for timestamp type
                         if (StringUtils.isNumeric(olderThanStr)) {
@@ -115,9 +107,6 @@ public InternalRow[] call(InternalRow args) {
                     if (maxDeletes != null) {
                         builder.snapshotMaxDeletes(maxDeletes);
                     }
-                    if (timeRetained != null) {
-                        builder.snapshotTimeRetain(timeRetained);
-                    }
                     int deleted = expireSnapshots.config(builder.build()).expire();
                     return new InternalRow[] {newInternalRow(deleted)};
                 });
diff --git a/paimon-spark/paimon-spark-common/src/test/scala/org/apache/paimon/spark/procedure/ExpireSnapshotsProcedureTest.scala b/paimon-spark/paimon-spark-common/src/test/scala/org/apache/paimon/spark/procedure/ExpireSnapshotsProcedureTest.scala
index e5eac7d69044..18a5ffd6eca3 100644
--- a/paimon-spark/paimon-spark-common/src/test/scala/org/apache/paimon/spark/procedure/ExpireSnapshotsProcedureTest.scala
+++ b/paimon-spark/paimon-spark-common/src/test/scala/org/apache/paimon/spark/procedure/ExpireSnapshotsProcedureTest.scala
@@ -167,36 +167,6 @@ class ExpireSnapshotsProcedureTest extends PaimonSparkTestBase with StreamTest {
     checkSnapshots(snapshotManager, 5, 5)
   }
 
-  test("test new parameter time_retained") {
-    sql(
-      "CREATE TABLE T (a INT, b STRING) " +
-        "TBLPROPERTIES ( 'num-sorted-run.compaction-trigger' = '999' )")
-    val table = loadTable("T")
-    val snapshotManager = table.snapshotManager
-
-    // generate 5 snapshot
-    for (i <- 1 to 5) {
-      sql(s"INSERT INTO T VALUES ($i, '$i')")
-    }
-    checkSnapshots(snapshotManager, 1, 5)
-
-    // no snapshots expired
-    spark.sql(s"CALL paimon.sys.expire_snapshots(table => 'test.T', time_retained => '1h')")
-    checkSnapshots(snapshotManager, 1, 5)
-
-    // expire assert throw exception
-    val timestamp = snapshotManager.latestSnapshot().timeMillis
-    assertThrows[IllegalArgumentException] {
-      spark.sql(
-        s"CALL paimon.sys.expire_snapshots(table => 'test.T', older_than => '${timestamp.toString}', time_retained => '1h')")
-    }
-
-    // all snapshot are expired, keep latest snapshot
-    Thread.sleep(1000)
-    spark.sql(s"CALL paimon.sys.expire_snapshots(table => 'test.T', time_retained => '1s')")
-    checkSnapshots(snapshotManager, 5, 5)
-  }
-
   def checkSnapshots(sm: SnapshotManager, earliest: Int, latest: Int): Unit = {
     assertThat(sm.snapshotCount).isEqualTo(latest - earliest + 1)
     assertThat(sm.earliestSnapshotId).isEqualTo(earliest)