diff --git a/tilelang/language/v2/annot.py b/tilelang/language/v2/annot.py
index 0afded38f..14395bd61 100644
--- a/tilelang/language/v2/annot.py
+++ b/tilelang/language/v2/annot.py
@@ -102,9 +102,6 @@ def from_value(cls, value: Any, prefer_name: str = None) -> Value:
             return Value(kind='static', name=prefer_name, dtype=dt.int32, value=value)
         elif isinstance(value, float):
             return Value(kind='static', name=prefer_name, dtype=dt.float32, value=value)
-        elif isinstance(value, tir.Var):
-            # handle A: T.Tensor[[M, N, K], ...]
-            return Value(kind='dynamic', name=value.name, dtype=value.dtype, value=value)
         elif isinstance(value, dt.dtype):
             # handle A: T.float32
             return Value(kind='dynamic', name=prefer_name, dtype=value, value=None)
@@ -113,6 +110,11 @@ def from_value(cls, value: Any, prefer_name: str = None) -> Value:
             return value
         elif isinstance(value, TypeVar):
             return Value(kind='static', name=value.__name__, value=None)
+        elif isinstance(value, (tir.Var, PrimExpr)):
+            # handle A: T.Tensor[[M, N, K], ...]
+            # or primexpr annotation like A: T.Tensor[[M, N * 4 +1]]
+            name = value.name if isinstance(value, tir.Var) else prefer_name
+            return Value(kind='dynamic', name=name, dtype=value.dtype, value=value)
         elif value is Any or value is None or value is dt.dtype or isinstance(
                 value, (type, _GenericAlias)):
             # A # no annotation
@@ -122,7 +124,7 @@ def from_value(cls, value: Any, prefer_name: str = None) -> Value:
             # A: tuple[...]
             return Value(kind='static', name=prefer_name, value=None)
         else:
-            raise TypeError(f"Unsupported Value annotation: {value!r}")
+            raise TypeError(f"Unsupported Value annotation: {value!r}, type: {type(value)}")
 
     def with_name(self, name: str) -> Value:
         return Value(kind=self.kind, name=self.name or name, dtype=self.dtype, value=self.value)