diff --git a/python/tvm/script/parser/core/parser.py b/python/tvm/script/parser/core/parser.py
index 372a3c54e4c5..f40b9a7cf6d3 100644
--- a/python/tvm/script/parser/core/parser.py
+++ b/python/tvm/script/parser/core/parser.py
@@ -135,9 +135,9 @@ def _find_parser_def(self):
     def get_macro_def(self):
         ast_module = self.source.as_ast()
         for decl in ast_module.body:
-            if isinstance(decl, doc.FunctionDef) and decl.name == self.__name__:
+            if isinstance(decl, doc.FunctionDef) and decl.name == self.func.__name__:
                 return decl
-        raise RuntimeError(f"cannot find macro definition for {self.__name__}")
+        raise RuntimeError(f"cannot find macro definition for {self.func.__name__}")
 
     def __call__(self, *args, **kwargs):
         param_binding = inspect.signature(self.func).bind(*args, **kwargs)
diff --git a/python/tvm/script/parser/relax/entry.py b/python/tvm/script/parser/relax/entry.py
index 73a5d7149a81..04a5f985643e 100644
--- a/python/tvm/script/parser/relax/entry.py
+++ b/python/tvm/script/parser/relax/entry.py
@@ -128,8 +128,11 @@ def macro(*args, hygienic: bool = True) -> _Callable:
     def _decorator(func: _Callable) -> ScriptMacro:
         source, closure_vars = scan_macro(func, utils.inspect_function_capture(func))
         obj = RelaxMacro(source, closure_vars, func, hygienic)
-        obj.__name__ = func.__name__
-        return obj
+
+        def wrapper(*args, **kwargs):
+            return obj(*args, **kwargs)
+
+        return wrapper
 
     if len(args) == 0:
         return _decorator
diff --git a/python/tvm/script/parser/tir/entry.py b/python/tvm/script/parser/tir/entry.py
index 79eb88dfc102..c7d5dc756b32 100644
--- a/python/tvm/script/parser/tir/entry.py
+++ b/python/tvm/script/parser/tir/entry.py
@@ -139,8 +139,11 @@ def use2(A: T.Buffer((1024,), "int32"), B: T.Buffer((), "int32")) -> None:
     def _decorator(func: Callable) -> TIRMacro:
         source, closure_vars = scan_macro(func, utils.inspect_function_capture(func))
         obj = TIRMacro(source, closure_vars, func, hygienic)
-        obj.__name__ = func.__name__
-        return obj
+
+        def wrapper(*args, **kwargs):
+            return obj(*args, **kwargs)
+
+        return wrapper
 
     if len(args) == 0:
         return _decorator
diff --git a/tests/python/tvmscript/test_tvmscript_parser_tir.py b/tests/python/tvmscript/test_tvmscript_parser_tir.py
index 2dcbc89d47a6..16b206751402 100644
--- a/tests/python/tvmscript/test_tvmscript_parser_tir.py
+++ b/tests/python/tvmscript/test_tvmscript_parser_tir.py
@@ -116,8 +116,6 @@ def evaluate0():
     def func1():
         T.evaluate(0)
 
-    assert func1.hygienic
-
     @T.prim_func(private=True)
     def use1():
         func1()
@@ -129,8 +127,6 @@ def use1():
     def func2():
         T.evaluate(0)
 
-    assert func2.hygienic
-
     @T.prim_func(private=True)
     def use2():
         func2()
@@ -212,6 +208,44 @@ def expected_non_hygienic(A: T.Buffer((1024,), "int32"), B: T.Buffer((), "int32"
     tvm.ir.assert_structural_equal(use_non_hygienic, expected_non_hygienic)
 
 
+def test_tir_macro_in_class():
+    class Object:
+        def __init__(self, x: T.Buffer):
+            self.local_x = T.alloc_buffer(x.shape, x.dtype)
+
+        @T.macro
+        def load(self, x: T.Buffer):
+            N, M = T.meta_var(self.local_x.shape)
+            for i, j in T.grid(N, M):
+                with T.block("update"):
+                    vi, vj = T.axis.remap("SS", [i, j])
+                    self.local_x[vi, vj] = x[vi, vj]
+
+    @T.prim_func(private=True)
+    def func_w_macro(a: T.handle):
+        A = T.match_buffer(a, [128, 128])
+        o1 = T.meta_var(Object(A))
+        o1.load(A)
+        o2 = T.meta_var(Object(A))
+        o2.load(o1.local_x)
+
+    @T.prim_func(private=True)
+    def func_no_macro(a: T.handle):
+        A = T.match_buffer(a, [128, 128])
+        local_a = T.alloc_buffer([128, 128])
+        for i, j in T.grid(128, 128):
+            with T.block("update"):
+                vi, vj = T.axis.remap("SS", [i, j])
+                local_a[vi, vj] = A[vi, vj]
+        local_b = T.alloc_buffer([128, 128])
+        for i, j in T.grid(128, 128):
+            with T.block("update"):
+                vi, vj = T.axis.remap("SS", [i, j])
+                local_b[vi, vj] = local_a[vi, vj]
+
+    tvm.ir.assert_structural_equal(func_no_macro, func_w_macro)
+
+
 def test_tir_starred_expression():
     dims = (128, 128)