diff --git a/python/paddle/jit/dy2static/partial_program.py b/python/paddle/jit/dy2static/partial_program.py
index 3c3039d3713473..9782e07b6e1810 100644
--- a/python/paddle/jit/dy2static/partial_program.py
+++ b/python/paddle/jit/dy2static/partial_program.py
@@ -940,12 +940,19 @@ def _restore_out(self, out_vars):
         flatten_outputs = self._outputs.tolist()
         for i, idx in enumerate(self._outputs.var_ids):
             flatten_outputs[idx] = out_vars[i]
+        self._clear_outputs_name(flatten_outputs)
         outs = self._outputs.restore(flatten_outputs)
         if outs is not None and len(outs) == 1:
             outs = outs[0]
 
         return outs
 
+    def _clear_outputs_name(self, outputs):
+        """Clear output name to avoid name conflict in mulitple program"""
+        for output in outputs:
+            if isinstance(output, paddle.Tensor):
+                output.name = ""
+
     @switch_to_static_graph
     def _clone_for_test(self, main_program):
         return main_program.clone(for_test=True)
diff --git a/test/dygraph_to_static/test_multiple_to_static.py b/test/dygraph_to_static/test_multiple_to_static.py
new file mode 100644
index 00000000000000..1504c62e99b595
--- /dev/null
+++ b/test/dygraph_to_static/test_multiple_to_static.py
@@ -0,0 +1,58 @@
+# Copyright (c) 2023 PaddlePaddle Authors. All Rights Reserved.
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+
+import unittest
+
+import numpy as np
+
+import paddle
+from paddle.jit import to_static
+
+
+@paddle.jit.not_to_static
+def part1(x):
+    return x + 1
+
+
+@paddle.jit.not_to_static
+def part2(x):
+    return x + x
+
+
+def foo(x):
+    x = to_static(part1)(x)
+
+    # It will enter a new unique_name guard, so before applying this fix (#52692),
+    # the name of x will be conflict with the name of x in part2 (they are
+    # both `tmp_0`)
+    paddle.enable_static()
+    paddle.disable_static()
+
+    x = to_static(part2)(x)
+    return x
+
+
+class TestMultipleToStaticNameConflict(unittest.TestCase):
+    def test_multiple_to_static(self):
+        x = paddle.to_tensor([4.0])
+
+        paddle.jit.enable_to_static(False)
+        out_dygraph = foo(x)
+        paddle.jit.enable_to_static(True)
+        out_static = foo(x)
+        np.testing.assert_allclose(out_dygraph.numpy(), out_static.numpy())
+
+
+if __name__ == "__main__":
+    unittest.main()