diff --git a/paddle/fluid/pir/dialect/op_generator/vjp_interface_black_list.py b/paddle/fluid/pir/dialect/op_generator/vjp_interface_black_list.py
index 6f588aa7186191..2bf56de2a5859c 100644
--- a/paddle/fluid/pir/dialect/op_generator/vjp_interface_black_list.py
+++ b/paddle/fluid/pir/dialect/op_generator/vjp_interface_black_list.py
@@ -40,4 +40,5 @@
     'acos_grad',
     'put_along_axis_grad',
     'masked_fill_grad',
+    'masked_select_grad',
 ]
diff --git a/paddle/phi/ops/yaml/backward.yaml b/paddle/phi/ops/yaml/backward.yaml
index 39503368a7a5ae..391ee7bbcecddf 100644
--- a/paddle/phi/ops/yaml/backward.yaml
+++ b/paddle/phi/ops/yaml/backward.yaml
@@ -2164,6 +2164,12 @@
   no_need_buffer : x, value
   backward: masked_fill_double_grad
 
+- backward_op : masked_select_double_grad
+  forward: masked_select_grad (Tensor x, Tensor mask, Tensor grad_out) -> Tensor(grad_x)
+  args : (Tensor mask, Tensor grad_x_grad)
+  output : Tensor(grad_out_grad)
+  invoke : masked_select(grad_x_grad, mask)
+
 - backward_op : masked_select_grad
   forward : masked_select (Tensor x, Tensor mask) -> Tensor(out)
   args : (Tensor x, Tensor mask, Tensor out_grad)
@@ -2175,6 +2181,7 @@
     func : masked_select_grad
     data_type : x
   no_need_buffer : x
+  backward: masked_select_double_grad
 
 - backward_op : match_matrix_tensor_grad
   forward: match_matrix_tensor(Tensor x, Tensor y, Tensor w, int dim_t = 1) -> Tensor (out), Tensor (tmp)
diff --git a/paddle/phi/ops/yaml/op_compat.yaml b/paddle/phi/ops/yaml/op_compat.yaml
index 150e9f0f1e35df..bd49cac4678f3f 100755
--- a/paddle/phi/ops/yaml/op_compat.yaml
+++ b/paddle/phi/ops/yaml/op_compat.yaml
@@ -2443,6 +2443,7 @@
     {softmax : Softmax, loss : Loss}
 
 - op : masked_select
+  backward : masked_select_grad, masked_select_double_grad
   inputs :
     {x : X, mask : Mask}
   outputs :