diff --git a/paimon-hive/paimon-hive-catalog/src/main/java/org/apache/paimon/hive/RetryingMetaStoreClientFactory.java b/paimon-hive/paimon-hive-catalog/src/main/java/org/apache/paimon/hive/RetryingMetaStoreClientFactory.java
index 2d62f56bc20f..0ac665fa4e11 100644
--- a/paimon-hive/paimon-hive-catalog/src/main/java/org/apache/paimon/hive/RetryingMetaStoreClientFactory.java
+++ b/paimon-hive/paimon-hive-catalog/src/main/java/org/apache/paimon/hive/RetryingMetaStoreClientFactory.java
@@ -32,6 +32,7 @@
 import java.lang.reflect.Method;
 import java.util.Arrays;
 import java.util.LinkedHashMap;
+import java.util.List;
 import java.util.Map;
 import java.util.Map.Entry;
 import java.util.concurrent.ConcurrentHashMap;
@@ -182,25 +183,30 @@ private static IMetaStoreClient constructorDetectedHiveMetastoreProxySupplier(
             Class<?> baseClass = Class.forName(clientClassName, false, JavaUtils.getClassLoader());
 
             // Configuration.class or HiveConf.class
-            Class<?> firstParamType = getProxyMethod.getParameterTypes()[0];
-
-            Class<?>[] fullParams =
-                    new Class[] {firstParamType, HiveMetaHookLoader.class, Boolean.TYPE};
-            Object[] fullParamValues =
-                    new Object[] {hiveConf, (HiveMetaHookLoader) (tbl -> null), Boolean.TRUE};
-
-            for (int i = fullParams.length; i >= 1; i--) {
-                try {
-                    baseClass.getConstructor(Arrays.copyOfRange(fullParams, 0, i));
-                    return (IMetaStoreClient)
-                            getProxyMethod.invoke(
-                                    null,
-                                    hiveConf,
-                                    Arrays.copyOfRange(fullParams, 0, i),
-                                    Arrays.copyOfRange(fullParamValues, 0, i),
-                                    new ConcurrentHashMap<>(),
-                                    clientClassName);
-                } catch (NoSuchMethodException ignored) {
+            List<Class<?>> possibleFirstParamTypes =
+                    Arrays.asList(getProxyMethod.getParameterTypes()[0], hiveConf.getClass());
+
+            for (Class<?> possibleFirstParamType : possibleFirstParamTypes) {
+                Class<?>[] fullParams =
+                        new Class[] {
+                            possibleFirstParamType, HiveMetaHookLoader.class, Boolean.TYPE
+                        };
+                Object[] fullParamValues =
+                        new Object[] {hiveConf, (HiveMetaHookLoader) (tbl -> null), Boolean.TRUE};
+
+                for (int i = fullParams.length; i >= 1; i--) {
+                    try {
+                        baseClass.getConstructor(Arrays.copyOfRange(fullParams, 0, i));
+                        return (IMetaStoreClient)
+                                getProxyMethod.invoke(
+                                        null,
+                                        hiveConf,
+                                        Arrays.copyOfRange(fullParams, 0, i),
+                                        Arrays.copyOfRange(fullParamValues, 0, i),
+                                        new ConcurrentHashMap<>(),
+                                        clientClassName);
+                    } catch (NoSuchMethodException ignored) {
+                    }
                 }
             }
 
diff --git a/paimon-hive/paimon-hive-connector-3.1/src/test/java/org/apache/paimon/hive/CustomConstructorMetastoreClient.java b/paimon-hive/paimon-hive-connector-3.1/src/test/java/org/apache/paimon/hive/CustomConstructorMetastoreClient.java
index 35ff3f8bb778..6b08f16d4ab6 100644
--- a/paimon-hive/paimon-hive-connector-3.1/src/test/java/org/apache/paimon/hive/CustomConstructorMetastoreClient.java
+++ b/paimon-hive/paimon-hive-connector-3.1/src/test/java/org/apache/paimon/hive/CustomConstructorMetastoreClient.java
@@ -19,6 +19,7 @@
 package org.apache.paimon.hive;
 
 import org.apache.hadoop.conf.Configuration;
+import org.apache.hadoop.hive.conf.HiveConf;
 import org.apache.hadoop.hive.metastore.HiveMetaHookLoader;
 import org.apache.hadoop.hive.metastore.HiveMetaStoreClient;
 import org.apache.hadoop.hive.metastore.IMetaStoreClient;
@@ -28,7 +29,7 @@
 public class CustomConstructorMetastoreClient {
 
     /**
-     * A {@link HiveMetaStoreClient} to test custom Hive metastore client with (HiveConf,
+     * A {@link HiveMetaStoreClient} to test custom Hive metastore client with (Configuration,
      * HiveMetaHookLoader) constructor.
      */
     public static class TwoParameterConstructorMetastoreClient extends HiveMetaStoreClient
@@ -41,7 +42,7 @@ public TwoParameterConstructorMetastoreClient(
     }
 
     /**
-     * A {@link HiveMetaStoreClient} to test custom Hive metastore client with (HiveConf)
+     * A {@link HiveMetaStoreClient} to test custom Hive metastore client with (Configuration)
      * constructor.
      */
     public static class OneParameterConstructorMetastoreClient extends HiveMetaStoreClient
@@ -51,4 +52,16 @@ public OneParameterConstructorMetastoreClient(Configuration conf) throws MetaExc
             super(conf);
         }
     }
+
+    /**
+     * A {@link HiveMetaStoreClient} to test custom Hive metastore client with (HiveConf)
+     * constructor.
+     */
+    public static class OtherParameterConstructorMetastoreClient extends HiveMetaStoreClient
+            implements IMetaStoreClient {
+
+        public OtherParameterConstructorMetastoreClient(HiveConf conf) throws MetaException {
+            super(conf);
+        }
+    }
 }
diff --git a/paimon-hive/paimon-hive-connector-3.1/src/test/java/org/apache/paimon/hive/Hive31CatalogITCase.java b/paimon-hive/paimon-hive-connector-3.1/src/test/java/org/apache/paimon/hive/Hive31CatalogITCase.java
index 7b3ab5626078..1a77723e948e 100644
--- a/paimon-hive/paimon-hive-connector-3.1/src/test/java/org/apache/paimon/hive/Hive31CatalogITCase.java
+++ b/paimon-hive/paimon-hive-connector-3.1/src/test/java/org/apache/paimon/hive/Hive31CatalogITCase.java
@@ -89,7 +89,8 @@ public void testCustomConstructorMetastoreClient() throws Exception {
         EnvironmentSettings settings = EnvironmentSettings.newInstance().inBatchMode().build();
         Class<?>[] customConstructorMetastoreClientClass = {
             CustomConstructorMetastoreClient.TwoParameterConstructorMetastoreClient.class,
-            CustomConstructorMetastoreClient.OneParameterConstructorMetastoreClient.class
+            CustomConstructorMetastoreClient.OneParameterConstructorMetastoreClient.class,
+            CustomConstructorMetastoreClient.OtherParameterConstructorMetastoreClient.class
         };
 
         for (Class<?> clazz : customConstructorMetastoreClientClass) {