diff --git a/src/tir/transforms/thread_storage_sync.cc b/src/tir/transforms/thread_storage_sync.cc
index c21afe400c56..d92986e51a9c 100644
--- a/src/tir/transforms/thread_storage_sync.cc
+++ b/src/tir/transforms/thread_storage_sync.cc
@@ -50,11 +50,27 @@ class ThreadSyncPlanner : public StorageAccessVisitor {
   }
   // Plan the sync
   std::vector<AccessEntry> Summarize(std::vector<StmtEntry> seq, const ForNode* loop) final {
+    // Redirect all "shared.dyn" buffer access to the same buffer var
+    // so that the accesses can be planned together.
+    Var shared_dyn_buf;
+    for (StmtEntry& entry : seq) {
+      for (AccessEntry& access : entry.access) {
+        if (access.scope.rank == StorageRank::kShared && access.scope.tag == ".dyn" &&
+            access.buffer.defined()) {
+          if (!shared_dyn_buf.defined()) {
+            shared_dyn_buf = access.buffer;
+          } else {
+            access.buffer = shared_dyn_buf;
+          }
+        }
+      }
+    }
+
     // Unsynced reads and writes
     std::vector<AccessEntry> reads;
     std::vector<AccessEntry> writes;
     // if it is a loop, rotate two times to consider effect of loop.
-    // simulation based approach to find dependenceies
+    // simulation based approach to find dependencies
     for (size_t i = 0; i < seq.size(); ++i) {
       const StmtEntry& s = seq[i];
       // check if sync before statement is needed.
diff --git a/tests/python/unittest/test_tir_transform_thread_sync.py b/tests/python/unittest/test_tir_transform_thread_sync.py
index 57ea223cf984..571927dffe6e 100644
--- a/tests/python/unittest/test_tir_transform_thread_sync.py
+++ b/tests/python/unittest/test_tir_transform_thread_sync.py
@@ -119,7 +119,49 @@ def func(p0_arg: T.Buffer((1, 2, 1, 1), "float32"), p1: T.Buffer(2, "float32"))
     assert "T.tvm_storage_sync" in str(mod)
 
 
+def test_sync_shared_dyn():
+    @T.prim_func(private=True)
+    def func(A: T.Buffer((4, 4), "float32"), E: T.Buffer((4, 4), "float32")):
+        blockIdx_x = T.launch_thread("blockIdx.x", 1)
+        B = T.allocate([24], "float32", "shared.dyn")
+        C = T.allocate([1], "float32", "local")
+        D = T.allocate([16], "float32", "shared.dyn")
+        threadIdx_x = T.launch_thread("threadIdx.x", 16)
+        B_1 = T.Buffer((24,), data=B, scope="shared.dyn")
+        A_1 = T.Buffer((16,), data=A.data)
+        B_1[threadIdx_x // 4 * 6 + threadIdx_x % 4] = A_1[threadIdx_x]
+        C_1 = T.Buffer((1,), data=C, scope="local")
+        C_1[0] = B_1[threadIdx_x // 4 * 6 + threadIdx_x % 4]
+        D_1 = T.Buffer((16,), data=D, scope="shared.dyn")
+        D_1[threadIdx_x] = C_1[0]
+        E_1 = T.Buffer((16,), data=E.data)
+        E_1[threadIdx_x] = D_1[threadIdx_x]
+
+    @T.prim_func(private=True)
+    def expected(A: T.Buffer((4, 4), "float32"), E: T.Buffer((4, 4), "float32")):
+        blockIdx_x = T.launch_thread("blockIdx.x", 1)
+        B_1 = T.allocate([24], "float32", "shared.dyn")
+        C_1 = T.allocate([1], "float32", "local")
+        D_1 = T.allocate([16], "float32", "shared.dyn")
+        threadIdx_x = T.launch_thread("threadIdx.x", 16)
+        B_1_1 = T.Buffer((24,), data=B_1, scope="shared.dyn")
+        A_1 = T.Buffer((16,), data=A.data)
+        B_1_1[threadIdx_x // 4 * 6 + threadIdx_x % 4] = A_1[threadIdx_x]
+        C_1_1 = T.Buffer((1,), data=C_1, scope="local")
+        C_1_1[0] = B_1_1[threadIdx_x // 4 * 6 + threadIdx_x % 4]
+        T.tvm_storage_sync("shared.dyn")
+        D_1_1 = T.Buffer((16,), data=D_1, scope="shared.dyn")
+        D_1_1[threadIdx_x] = C_1_1[0]
+        E_1 = T.Buffer((16,), data=E.data)
+        E_1[threadIdx_x] = D_1_1[threadIdx_x]
+
+    mod = tvm.IRModule({"main": func})
+    mod = tvm.tir.transform.ThreadSync("shared.dyn")(mod)
+    tvm.ir.assert_structural_equal(mod["main"], expected)
+
+
 if __name__ == "__main__":
     test_thread_storage_sync()
     test_sync_else_branch()
     test_sync_read_thread_id_independent_location()
+    test_sync_shared_dyn()