diff --git a/cpp/CMakeLists.txt b/cpp/CMakeLists.txt
index 5398b526a9e..24713376dd5 100644
--- a/cpp/CMakeLists.txt
+++ b/cpp/CMakeLists.txt
@@ -153,7 +153,8 @@ rapids_cpm_init()
 
 # Putting this before raft to override RAFT from pulling them in.
 include(cmake/thirdparty/get_libcudacxx.cmake)
-include(cmake/thirdparty/get_cuco.cmake)
+include(${rapids-cmake-dir}/cpm/cuco.cmake)
+rapids_cpm_cuco(BUILD_EXPORT_SET cugraph-exports)
 
 include(cmake/thirdparty/get_raft.cmake)
 
@@ -311,8 +312,8 @@ if (USE_CUGRAPH_OPS)
         PUBLIC
             cugraph-ops::cugraph-ops++
             raft::raft
-            cuco::cuco
         PRIVATE
+            cuco::cuco
             cugraph::cuHornet
             NCCL::NCCL
     )
@@ -320,8 +321,8 @@ else()
     target_link_libraries(cugraph
         PUBLIC
             raft::raft
-            cuco::cuco
         PRIVATE
+            cuco::cuco
             cugraph::cuHornet
             NCCL::NCCL
     )
@@ -441,8 +442,8 @@ target_link_libraries(cugraph_c
                 CUDA::cusolver
                 CUDA::cusparse
                 raft::raft
-                cuco::cuco
         PRIVATE
+                cuco::cuco
                 cugraph::cugraph
 )
 
diff --git a/cpp/cmake/thirdparty/get_cuco.cmake b/cpp/cmake/thirdparty/get_cuco.cmake
deleted file mode 100644
index ac1eb993d35..00000000000
--- a/cpp/cmake/thirdparty/get_cuco.cmake
+++ /dev/null
@@ -1,34 +0,0 @@
-#=============================================================================
-# Copyright (c) 2021-2022, 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.
-#=============================================================================
-
-function(find_and_configure_cuco VERSION)
-
-    rapids_cpm_find(cuco ${VERSION}
-      GLOBAL_TARGETS      cuco::cuco
-      BUILD_EXPORT_SET    cugraph-exports
-      CPM_ARGS
-        EXCLUDE_FROM_ALL TRUE
-        GIT_REPOSITORY https://github.com/NVIDIA/cuCollections.git
-        GIT_TAG        55029034c3f82bca36148c9be29941b37492394d
-        OPTIONS        "BUILD_TESTS OFF"
-                       "BUILD_BENCHMARKS OFF"
-                       "BUILD_EXAMPLES OFF"
-    )
-
-endfunction()
-
-# cuCollections doesn't have a version yet
-find_and_configure_cuco(0.0)
diff --git a/cpp/tests/CMakeLists.txt b/cpp/tests/CMakeLists.txt
index dead8173993..e4bb190f142 100644
--- a/cpp/tests/CMakeLists.txt
+++ b/cpp/tests/CMakeLists.txt
@@ -43,6 +43,8 @@ target_link_libraries(cugraphtestutil
     PUBLIC
         cugraph::cugraph
         NCCL::NCCL
+    PRIVATE
+        cuco::cuco
 )
 
 
@@ -467,6 +469,7 @@ ConfigureTest(RANDOM_WALKS_LOW_LEVEL_TEST sampling/rw_low_level_test.cu)
 ###########################################################################################
 # - MG NBR SAMPLING tests -----------------------------------------------------------------
 ConfigureTest(UNIFORM_NEIGHBOR_SAMPLING_TEST sampling/sg_uniform_neighbor_sampling.cu)
+target_link_libraries(UNIFORM_NEIGHBOR_SAMPLING_TEST PRIVATE cuco::cuco)
         
 ###################################################################################################
 # FIXME: since this is technically not a test, consider refactoring the the
@@ -581,48 +584,59 @@ if(BUILD_CUGRAPH_MG_TESTS)
         ###########################################################################################
         # - MG PRIMS COUNT_IF_V tests -------------------------------------------------------------
         ConfigureTestMG(MG_COUNT_IF_V_TEST prims/mg_count_if_v.cu)
+        target_link_libraries(MG_COUNT_IF_V_TEST PRIVATE cuco::cuco)
 
         ###########################################################################################
         # - MG PRIMS TRANSFORM_REDUCE_V_FRONTIER_OUTGOING_E_BY_DST tests --------------------------
         ConfigureTestMG(MG_TRANSFORM_REDUCE_V_FRONTIER_OUTGOING_E_BY_DST_TEST
                         prims/mg_transform_reduce_v_frontier_outgoing_e_by_dst.cu)
+        target_link_libraries(MG_TRANSFORM_REDUCE_V_FRONTIER_OUTGOING_E_BY_DST_TEST PRIVATE cuco::cuco)
 
         ###########################################################################################
         # - MG PRIMS REDUCE_V tests ---------------------------------------------------------------
         ConfigureTestMG(MG_REDUCE_V_TEST prims/mg_reduce_v.cu)
+        target_link_libraries(MG_REDUCE_V_TEST PRIVATE cuco::cuco)
 
         ###########################################################################################
         # - MG PRIMS TRANSFORM_REDUCE_V tests -----------------------------------------------------
         ConfigureTestMG(MG_TRANSFORM_REDUCE_V_TEST prims/mg_transform_reduce_v.cu)
+        target_link_libraries(MG_TRANSFORM_REDUCE_V_TEST PRIVATE cuco::cuco)
 
         ###########################################################################################
         # - MG PRIMS TRANSFORM_REDUCE_E tests -----------------------------------------------------
         ConfigureTestMG(MG_TRANSFORM_REDUCE_E_TEST prims/mg_transform_reduce_e.cu)
+        target_link_libraries(MG_TRANSFORM_REDUCE_E_TEST PRIVATE cuco::cuco)
 
         ###########################################################################################
         # - MG PRIMS COUNT_IF_E tests -------------------------------------------------------------
         ConfigureTestMG(MG_COUNT_IF_E_TEST prims/mg_count_if_e.cu)
+        target_link_libraries(MG_COUNT_IF_E_TEST PRIVATE cuco::cuco)
 
         ###########################################################################################
         # - MG PRIMS PER_V_TRANSFORM_REDUCE_INCOMING_OUTGOING_E tests -----------------------------
         ConfigureTestMG(MG_PER_V_TRANSFORM_REDUCE_INCOMING_OUTGOING_E_TEST
           prims/mg_per_v_transform_reduce_incoming_outgoing_e.cu)
+        target_link_libraries(MG_PER_V_TRANSFORM_REDUCE_INCOMING_OUTGOING_E_TEST PRIVATE cuco::cuco)
 
         ###########################################################################################
         # - MG PRIMS EXTRACT_IF_E tests -----------------------------------------------------------
         ConfigureTestMG(MG_EXTRACT_IF_E_TEST prims/mg_extract_if_e.cu)
+        target_link_libraries(MG_EXTRACT_IF_E_TEST PRIVATE cuco::cuco)
 
         ###########################################################################################
         # - MG GATHER_UTILS tests -----------------------------------------------------------------
         ConfigureTestMG(MG_GATHER_UTILS_TEST sampling/detail/mg_gather_utils.cu)
+        target_link_libraries(MG_GATHER_UTILS_TEST PRIVATE cuco::cuco)
 
         ###########################################################################################
         # - MG GATHER_ONE_HOP tests ---------------------------------------------------------------
         ConfigureTestMG(MG_GATHER_ONE_HOP_TEST sampling/detail/mg_gather_one_hop.cu)
+        target_link_libraries(MG_GATHER_ONE_HOP_TEST PRIVATE cuco::cuco)
 
         ###########################################################################################
         # - MG NBR SAMPLING tests -----------------------------------------------------------------
         ConfigureTestMG(MG_UNIFORM_NEIGHBOR_SAMPLING_TEST sampling/mg_uniform_neighbor_sampling.cu)
+        target_link_libraries(MG_UNIFORM_NEIGHBOR_SAMPLING_TEST PRIVATE cuco::cuco)
 
         ###########################################################################################
         # - RANDOM_WALKS tests --------------------------------------------------------------------