diff --git a/array_api_compat/torch/_aliases.py b/array_api_compat/torch/_aliases.py
index 027a0261..335008e4 100644
--- a/array_api_compat/torch/_aliases.py
+++ b/array_api_compat/torch/_aliases.py
@@ -548,8 +548,12 @@ def count_nonzero(
 ) -> Array:
     result = torch.count_nonzero(x, dim=axis)
     if keepdims:
-        if axis is not None:
+        if isinstance(axis, int):
             return result.unsqueeze(axis)
+        elif isinstance(axis, tuple):
+            n_axis = [x.ndim + ax if ax < 0 else ax for ax in axis]
+            sh = [1 if i in n_axis else x.shape[i] for i in range(x.ndim)]
+            return torch.reshape(result, sh)
         return _axis_none_keepdims(result, x.ndim, keepdims)
     else:
         return result
diff --git a/numpy-1-22-xfails.txt b/numpy-1-22-xfails.txt
index c1de77d8..cacb95b7 100644
--- a/numpy-1-22-xfails.txt
+++ b/numpy-1-22-xfails.txt
@@ -127,6 +127,13 @@ array_api_tests/test_operators_and_elementwise_functions.py::test_binary_with_sc
 array_api_tests/test_operators_and_elementwise_functions.py::test_binary_with_scalars_real[divide]
 array_api_tests/test_operators_and_elementwise_functions.py::test_binary_with_scalars_real[hypot]
 array_api_tests/test_operators_and_elementwise_functions.py::test_binary_with_scalars_real[subtract]
+array_api_tests/test_operators_and_elementwise_functions.py::test_binary_with_scalars_real[logaddexp]
+array_api_tests/test_operators_and_elementwise_functions.py::test_binary_with_scalars_real[nextafter]
+array_api_tests/test_operators_and_elementwise_functions.py::test_binary_with_scalars_real[multiply]
+array_api_tests/test_operators_and_elementwise_functions.py::test_binary_with_scalars_real[maximum]
+array_api_tests/test_operators_and_elementwise_functions.py::test_binary_with_scalars_real[copysign]
+array_api_tests/test_operators_and_elementwise_functions.py::test_binary_with_scalars_real[pow]
+array_api_tests/test_operators_and_elementwise_functions.py::test_binary_with_scalars_real[pow]
 
 array_api_tests/test_operators_and_elementwise_functions.py::test_where_with_scalars