diff --git a/kyuubi-util-scala/src/main/scala/org/apache/kyuubi/util/reflect/ReflectUtils.scala b/kyuubi-util-scala/src/main/scala/org/apache/kyuubi/util/reflect/ReflectUtils.scala
index 78b0e1df7..08916b8d1 100644
--- a/kyuubi-util-scala/src/main/scala/org/apache/kyuubi/util/reflect/ReflectUtils.scala
+++ b/kyuubi-util-scala/src/main/scala/org/apache/kyuubi/util/reflect/ReflectUtils.scala
@@ -93,11 +93,13 @@ object ReflectUtils {
     } catch {
       case e: Exception =>
         val candidates =
-          (clz.getDeclaredMethods ++ clz.getMethods).map(_.getName).distinct.sorted
-        val argClassesNames = argClasses.map(_.getClass.getName)
+          (clz.getDeclaredMethods ++ clz.getMethods)
+            .map(m => s"${m.getName}(${m.getParameterTypes.map(_.getName).mkString(", ")})")
+            .distinct.sorted
+        val argClassesNames = argClasses.map(_.getName)
         throw new RuntimeException(
-          s"Method $methodName(${argClassesNames.mkString(",")})" +
-            s" not found in $clz [${candidates.mkString(",")}]",
+          s"Method $methodName(${argClassesNames.mkString(", ")})" +
+            s" not found in $clz [${candidates.mkString(", ")}]",
           e)
     }
   }
diff --git a/kyuubi-util-scala/src/test/java/org/apache/kyuubi/util/reflect/ReflectUtilsSuite.scala b/kyuubi-util-scala/src/test/java/org/apache/kyuubi/util/reflect/ReflectUtilsSuite.scala
index dbfd234de..d81d1d9f9 100644
--- a/kyuubi-util-scala/src/test/java/org/apache/kyuubi/util/reflect/ReflectUtilsSuite.scala
+++ b/kyuubi-util-scala/src/test/java/org/apache/kyuubi/util/reflect/ReflectUtilsSuite.scala
@@ -66,6 +66,18 @@ class ReflectUtilsSuite extends AnyFunSuite {
     assertResult("field5")(getField[String](ObjectA, "field5"))
     assertResult("field6")(getField[String](ObjectA, "field6"))
   }
+
+  test("test invokeAs method not found exception") {
+    val exception = intercept[RuntimeException]{
+      invokeAs[String](ObjectA, "methodNotExists", (classOf[String], "arg1"),
+        (classOf[String], "arg2"))
+    }
+    assert(exception.getMessage ===
+      "Method methodNotExists(java.lang.String, java.lang.String) not found " +
+        "in class org.apache.kyuubi.util.reflect.ObjectA$ " +
+        "[equals(java.lang.Object), field5(), field6(), getClass(), hashCode(), method5(), " +
+        "method6(), notify(), notifyAll(), toString(), wait(), wait(long), wait(long, int)]")
+  }
 }
 
 class ClassA(val field0: String = "field0") {