diff --git a/cpp/src/sampling/detail/shuffle_and_organize_output_mg_v32_e64.cu b/cpp/src/sampling/detail/shuffle_and_organize_output_mg_v32_e64.cu
new file mode 100644
index 0000000000..ef760844b5
--- /dev/null
+++ b/cpp/src/sampling/detail/shuffle_and_organize_output_mg_v32_e64.cu
@@ -0,0 +1,61 @@
+/*
+ * Copyright (c) 2022-2024, NVIDIA CORPORATION.
+ *
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * You may obtain a copy of the License at
+ *
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+#include "sampling/detail/shuffle_and_organize_output_impl.cuh"
+
+namespace cugraph {
+namespace detail {
+
+template std::tuple<rmm::device_uvector<int32_t>,
+                    rmm::device_uvector<int32_t>,
+                    std::optional<rmm::device_uvector<float>>,
+                    std::optional<rmm::device_uvector<int64_t>>,
+                    std::optional<rmm::device_uvector<int32_t>>,
+                    std::optional<rmm::device_uvector<int32_t>>,
+                    std::optional<rmm::device_uvector<int32_t>>,
+                    std::optional<rmm::device_uvector<size_t>>>
+shuffle_and_organize_output(
+  raft::handle_t const& handle,
+  rmm::device_uvector<int32_t>&& majors,
+  rmm::device_uvector<int32_t>&& minors,
+  std::optional<rmm::device_uvector<float>>&& weights,
+  std::optional<rmm::device_uvector<int64_t>>&& edge_ids,
+  std::optional<rmm::device_uvector<int32_t>>&& edge_types,
+  std::optional<rmm::device_uvector<int32_t>>&& hops,
+  std::optional<rmm::device_uvector<int32_t>>&& labels,
+  std::optional<raft::device_span<int32_t const>> label_to_output_comm_rank);
+
+template std::tuple<rmm::device_uvector<int32_t>,
+                    rmm::device_uvector<int32_t>,
+                    std::optional<rmm::device_uvector<double>>,
+                    std::optional<rmm::device_uvector<int64_t>>,
+                    std::optional<rmm::device_uvector<int32_t>>,
+                    std::optional<rmm::device_uvector<int32_t>>,
+                    std::optional<rmm::device_uvector<int32_t>>,
+                    std::optional<rmm::device_uvector<size_t>>>
+shuffle_and_organize_output(
+  raft::handle_t const& handle,
+  rmm::device_uvector<int32_t>&& majors,
+  rmm::device_uvector<int32_t>&& minors,
+  std::optional<rmm::device_uvector<double>>&& weights,
+  std::optional<rmm::device_uvector<int64_t>>&& edge_ids,
+  std::optional<rmm::device_uvector<int32_t>>&& edge_types,
+  std::optional<rmm::device_uvector<int32_t>>&& hops,
+  std::optional<rmm::device_uvector<int32_t>>&& labels,
+  std::optional<raft::device_span<int32_t const>> label_to_output_comm_rank);
+
+}  // namespace detail
+}  // namespace cugraph
diff --git a/cpp/tests/sampling/heterogeneous_biased_neighbor_sampling.cpp b/cpp/tests/sampling/heterogeneous_biased_neighbor_sampling.cpp
index c8bfb65459..3c3739ed66 100644
--- a/cpp/tests/sampling/heterogeneous_biased_neighbor_sampling.cpp
+++ b/cpp/tests/sampling/heterogeneous_biased_neighbor_sampling.cpp
@@ -75,8 +75,6 @@ class Tests_Heterogeneous_Biased_Neighbor_Sampling
     auto edge_weight_view =
       edge_weights ? std::make_optional((*edge_weights).view()) : std::nullopt;
 
-    std::optional<cugraph::edge_property_t<decltype(graph_view), bool>> edge_mask{std::nullopt};
-
     constexpr float select_probability{0.05};
 
     // FIXME:  Update the tests to initialize RngState and use it instead
@@ -251,12 +249,6 @@ TEST_P(Tests_Heterogeneous_Biased_Neighbor_Sampling_File, CheckInt32Int32Float)
     override_File_Usecase_with_cmd_line_arguments(GetParam()));
 }
 
-TEST_P(Tests_Heterogeneous_Biased_Neighbor_Sampling_File, CheckInt32Int64Float)
-{
-  run_current_test<int32_t, int64_t, float>(
-    override_File_Usecase_with_cmd_line_arguments(GetParam()));
-}
-
 TEST_P(Tests_Heterogeneous_Biased_Neighbor_Sampling_File, CheckInt64Int64Float)
 {
   run_current_test<int64_t, int64_t, float>(
@@ -269,12 +261,6 @@ TEST_P(Tests_Heterogeneous_Biased_Neighbor_Sampling_Rmat, CheckInt32Int32Float)
     override_Rmat_Usecase_with_cmd_line_arguments(GetParam()));
 }
 
-TEST_P(Tests_Heterogeneous_Biased_Neighbor_Sampling_Rmat, CheckInt32Int64Float)
-{
-  run_current_test<int32_t, int64_t, float>(
-    override_Rmat_Usecase_with_cmd_line_arguments(GetParam()));
-}
-
 TEST_P(Tests_Heterogeneous_Biased_Neighbor_Sampling_Rmat, CheckInt64Int64Float)
 {
   run_current_test<int64_t, int64_t, float>(
diff --git a/cpp/tests/sampling/heterogeneous_uniform_neighbor_sampling.cpp b/cpp/tests/sampling/heterogeneous_uniform_neighbor_sampling.cpp
index 15be79a623..83f99e68e9 100644
--- a/cpp/tests/sampling/heterogeneous_uniform_neighbor_sampling.cpp
+++ b/cpp/tests/sampling/heterogeneous_uniform_neighbor_sampling.cpp
@@ -116,11 +116,11 @@ class Tests_Heterogeneous_Uniform_Neighbor_Sampling
 
     // Generate the edge types
 
-    std::optional<cugraph::edge_property_t<decltype(graph_view), edge_type_t>> edge_types{
+    std::optional<cugraph::edge_property_t<decltype(graph_view), int32_t>> edge_types{
       std::nullopt};
 
     if (heterogeneous_uniform_neighbor_sampling_usecase.num_edge_types > 1) {
-      edge_types = cugraph::test::generate<decltype(graph_view), edge_type_t>::edge_property(
+      edge_types = cugraph::test::generate<decltype(graph_view), int32_t>::edge_property(
         handle, graph_view, heterogeneous_uniform_neighbor_sampling_usecase.num_edge_types);
     }
 
@@ -249,12 +249,6 @@ TEST_P(Tests_Heterogeneous_Uniform_Neighbor_Sampling_File, CheckInt32Int32Float)
     override_File_Usecase_with_cmd_line_arguments(GetParam()));
 }
 
-TEST_P(Tests_Heterogeneous_Uniform_Neighbor_Sampling_File, CheckInt32Int64Float)
-{
-  run_current_test<int32_t, int64_t, float>(
-    override_File_Usecase_with_cmd_line_arguments(GetParam()));
-}
-
 TEST_P(Tests_Heterogeneous_Uniform_Neighbor_Sampling_File, CheckInt64Int64Float)
 {
   run_current_test<int64_t, int64_t, float>(
@@ -267,12 +261,6 @@ TEST_P(Tests_Heterogeneous_Uniform_Neighbor_Sampling_Rmat, CheckInt32Int32Float)
     override_Rmat_Usecase_with_cmd_line_arguments(GetParam()));
 }
 
-TEST_P(Tests_Heterogeneous_Uniform_Neighbor_Sampling_Rmat, CheckInt32Int64Float)
-{
-  run_current_test<int32_t, int64_t, float>(
-    override_Rmat_Usecase_with_cmd_line_arguments(GetParam()));
-}
-
 TEST_P(Tests_Heterogeneous_Uniform_Neighbor_Sampling_Rmat, CheckInt64Int64Float)
 {
   run_current_test<int64_t, int64_t, float>(
diff --git a/cpp/tests/sampling/homogeneous_biased_neighbor_sampling.cpp b/cpp/tests/sampling/homogeneous_biased_neighbor_sampling.cpp
index d9f3e90f12..d01206c5ce 100644
--- a/cpp/tests/sampling/homogeneous_biased_neighbor_sampling.cpp
+++ b/cpp/tests/sampling/homogeneous_biased_neighbor_sampling.cpp
@@ -233,12 +233,6 @@ TEST_P(Tests_Homogeneous_Biased_Neighbor_Sampling_File, CheckInt32Int32Float)
     override_File_Usecase_with_cmd_line_arguments(GetParam()));
 }
 
-TEST_P(Tests_Homogeneous_Biased_Neighbor_Sampling_File, CheckInt32Int64Float)
-{
-  run_current_test<int32_t, int64_t, float>(
-    override_File_Usecase_with_cmd_line_arguments(GetParam()));
-}
-
 TEST_P(Tests_Homogeneous_Biased_Neighbor_Sampling_File, CheckInt64Int64Float)
 {
   run_current_test<int64_t, int64_t, float>(
@@ -251,12 +245,6 @@ TEST_P(Tests_Homogeneous_Biased_Neighbor_Sampling_Rmat, CheckInt32Int32Float)
     override_Rmat_Usecase_with_cmd_line_arguments(GetParam()));
 }
 
-TEST_P(Tests_Homogeneous_Biased_Neighbor_Sampling_Rmat, CheckInt32Int64Float)
-{
-  run_current_test<int32_t, int64_t, float>(
-    override_Rmat_Usecase_with_cmd_line_arguments(GetParam()));
-}
-
 TEST_P(Tests_Homogeneous_Biased_Neighbor_Sampling_Rmat, CheckInt64Int64Float)
 {
   run_current_test<int64_t, int64_t, float>(
diff --git a/cpp/tests/sampling/homogeneous_uniform_neighbor_sampling.cpp b/cpp/tests/sampling/homogeneous_uniform_neighbor_sampling.cpp
index 8c50ab5691..508914e249 100644
--- a/cpp/tests/sampling/homogeneous_uniform_neighbor_sampling.cpp
+++ b/cpp/tests/sampling/homogeneous_uniform_neighbor_sampling.cpp
@@ -80,6 +80,11 @@ class Tests_Homogeneous_Uniform_Neighbor_Sampling
       graph_view.attach_edge_mask((*edge_mask).view());
     }
 
+    // FIXME: Read a tuple of two edge mask and mask out if edge mask is set in either 1 (OR) and create
+    // a new one.
+    // No graph view can have two mask and perform OR in itself, and need to OR the mask 
+    // manually by itself.
+
     constexpr float select_probability{0.05};
 
     // FIXME:  Update the tests to initialize RngState and use it instead
@@ -231,12 +236,6 @@ TEST_P(Tests_Homogeneous_Uniform_Neighbor_Sampling_File, CheckInt32Int32Float)
     override_File_Usecase_with_cmd_line_arguments(GetParam()));
 }
 
-TEST_P(Tests_Homogeneous_Uniform_Neighbor_Sampling_File, CheckInt32Int64Float)
-{
-  run_current_test<int32_t, int64_t, float>(
-    override_File_Usecase_with_cmd_line_arguments(GetParam()));
-}
-
 TEST_P(Tests_Homogeneous_Uniform_Neighbor_Sampling_File, CheckInt64Int64Float)
 {
   run_current_test<int64_t, int64_t, float>(
@@ -249,12 +248,6 @@ TEST_P(Tests_Homogeneous_Uniform_Neighbor_Sampling_Rmat, CheckInt32Int32Float)
     override_Rmat_Usecase_with_cmd_line_arguments(GetParam()));
 }
 
-TEST_P(Tests_Homogeneous_Uniform_Neighbor_Sampling_Rmat, CheckInt32Int64Float)
-{
-  run_current_test<int32_t, int64_t, float>(
-    override_Rmat_Usecase_with_cmd_line_arguments(GetParam()));
-}
-
 TEST_P(Tests_Homogeneous_Uniform_Neighbor_Sampling_Rmat, CheckInt64Int64Float)
 {
   run_current_test<int64_t, int64_t, float>(
diff --git a/cpp/tests/sampling/mg_heterogeneous_biased_neighbor_sampling.cpp b/cpp/tests/sampling/mg_heterogeneous_biased_neighbor_sampling.cpp
index c2e3435506..688d848011 100644
--- a/cpp/tests/sampling/mg_heterogeneous_biased_neighbor_sampling.cpp
+++ b/cpp/tests/sampling/mg_heterogeneous_biased_neighbor_sampling.cpp
@@ -338,12 +338,6 @@ TEST_P(Tests_MGHeterogeneous_Biased_Neighbor_Sampling_Rmat, CheckInt32Int32Float
     override_Rmat_Usecase_with_cmd_line_arguments(GetParam()));
 }
 
-TEST_P(Tests_MGHeterogeneous_Biased_Neighbor_Sampling_Rmat, CheckInt32Int64Float)
-{
-  run_current_test<int32_t, int64_t, float>(
-    override_Rmat_Usecase_with_cmd_line_arguments(GetParam()));
-}
-
 TEST_P(Tests_MGHeterogeneous_Biased_Neighbor_Sampling_Rmat, CheckInt64Int64Float)
 {
   run_current_test<int64_t, int64_t, float>(
diff --git a/cpp/tests/sampling/mg_heterogeneous_uniform_neighbor_sampling.cpp b/cpp/tests/sampling/mg_heterogeneous_uniform_neighbor_sampling.cpp
index 6282f57f1b..18e75d1b1b 100644
--- a/cpp/tests/sampling/mg_heterogeneous_uniform_neighbor_sampling.cpp
+++ b/cpp/tests/sampling/mg_heterogeneous_uniform_neighbor_sampling.cpp
@@ -339,12 +339,6 @@ TEST_P(Tests_MGHeterogeneous_Uniform_Neighbor_Sampling_Rmat, CheckInt32Int32Floa
     override_Rmat_Usecase_with_cmd_line_arguments(GetParam()));
 }
 
-TEST_P(Tests_MGHeterogeneous_Uniform_Neighbor_Sampling_Rmat, CheckInt32Int64Float)
-{
-  run_current_test<int32_t, int64_t, float>(
-    override_Rmat_Usecase_with_cmd_line_arguments(GetParam()));
-}
-
 TEST_P(Tests_MGHeterogeneous_Uniform_Neighbor_Sampling_Rmat, CheckInt64Int64Float)
 {
   run_current_test<int64_t, int64_t, float>(
diff --git a/cpp/tests/sampling/mg_homogeneous_biased_neighbor_sampling.cpp b/cpp/tests/sampling/mg_homogeneous_biased_neighbor_sampling.cpp
index 4ad5f0a205..ec13493806 100644
--- a/cpp/tests/sampling/mg_homogeneous_biased_neighbor_sampling.cpp
+++ b/cpp/tests/sampling/mg_homogeneous_biased_neighbor_sampling.cpp
@@ -323,12 +323,6 @@ TEST_P(Tests_MGHomogeneous_Biased_Neighbor_Sampling_Rmat, CheckInt32Int32Float)
     override_Rmat_Usecase_with_cmd_line_arguments(GetParam()));
 }
 
-TEST_P(Tests_MGHomogeneous_Biased_Neighbor_Sampling_Rmat, CheckInt32Int64Float)
-{
-  run_current_test<int32_t, int64_t, float>(
-    override_Rmat_Usecase_with_cmd_line_arguments(GetParam()));
-}
-
 TEST_P(Tests_MGHomogeneous_Biased_Neighbor_Sampling_Rmat, CheckInt64Int64Float)
 {
   run_current_test<int64_t, int64_t, float>(
diff --git a/cpp/tests/sampling/mg_homogeneous_uniform_neighbor_sampling.cpp b/cpp/tests/sampling/mg_homogeneous_uniform_neighbor_sampling.cpp
index 68ca7d4dd8..e33000044a 100644
--- a/cpp/tests/sampling/mg_homogeneous_uniform_neighbor_sampling.cpp
+++ b/cpp/tests/sampling/mg_homogeneous_uniform_neighbor_sampling.cpp
@@ -323,12 +323,6 @@ TEST_P(Tests_MGHomogeneous_Uniform_Neighbor_Sampling_Rmat, CheckInt32Int32Float)
     override_Rmat_Usecase_with_cmd_line_arguments(GetParam()));
 }
 
-TEST_P(Tests_MGHomogeneous_Uniform_Neighbor_Sampling_Rmat, CheckInt32Int64Float)
-{
-  run_current_test<int32_t, int64_t, float>(
-    override_Rmat_Usecase_with_cmd_line_arguments(GetParam()));
-}
-
 TEST_P(Tests_MGHomogeneous_Uniform_Neighbor_Sampling_Rmat, CheckInt64Int64Float)
 {
   run_current_test<int64_t, int64_t, float>(