diff --git a/rapids-cmake/cpm/nvcomp.cmake b/rapids-cmake/cpm/nvcomp.cmake
index 4f8c669b..e52cb6b2 100644
--- a/rapids-cmake/cpm/nvcomp.cmake
+++ b/rapids-cmake/cpm/nvcomp.cmake
@@ -53,6 +53,8 @@ across all RAPIDS projects.
 Result Targets
 ^^^^^^^^^^^^^^
   nvcomp::nvcomp target will be created
+  nvcomp::nvcomp_gdeflate target will be created
+  nvcomp::nvcomp_bitcomp target will be created
 
 Result Variables
 ^^^^^^^^^^^^^^^^
@@ -91,8 +93,9 @@ function(rapids_cpm_nvcomp)
   # first search locally if `rapids_cmake_always_download` is false
   if(NOT rapids_cmake_always_download)
     include("${rapids-cmake-dir}/find/package.cmake")
-    rapids_find_package(nvcomp ${version} GLOBAL_TARGETS nvcomp::nvcomp ${_RAPIDS_EXPORT_ARGUMENTS}
-                        FIND_ARGS QUIET)
+    rapids_find_package(nvcomp ${version}
+                        GLOBAL_TARGETS nvcomp::nvcomp nvcomp::nvcomp_gdeflate nvcomp::nvcomp_bitcomp
+                                       ${_RAPIDS_EXPORT_ARGUMENTS} FIND_ARGS QUIET)
     if(nvcomp_FOUND)
       # report where nvcomp was found
       message(STATUS "Found nvcomp: ${nvcomp_DIR} (found version ${nvcomp_VERSION})")
@@ -136,7 +139,7 @@ function(rapids_cpm_nvcomp)
 
   include("${rapids-cmake-dir}/cpm/find.cmake")
   rapids_cpm_find(nvcomp ${version} ${_RAPIDS_UNPARSED_ARGUMENTS}
-                  GLOBAL_TARGETS nvcomp::nvcomp
+                  GLOBAL_TARGETS nvcomp::nvcomp nvcomp::nvcomp_gdeflate nvcomp::nvcomp_bitcomp
                   CPM_ARGS
                   GIT_REPOSITORY ${repository}
                   GIT_TAG ${tag}
@@ -153,6 +156,12 @@ function(rapids_cpm_nvcomp)
   if(NOT TARGET nvcomp::nvcomp AND TARGET nvcomp)
     add_library(nvcomp::nvcomp ALIAS nvcomp)
   endif()
+  if(NOT TARGET nvcomp::nvcomp_gdeflate AND TARGET nvcomp_gdeflate)
+    add_library(nvcomp::nvcomp_gdeflate ALIAS nvcomp_gdeflate)
+  endif()
+  if(NOT TARGET nvcomp::nvcomp_bitcomp AND TARGET nvcomp_bitcomp)
+    add_library(nvcomp::nvcomp_bitcomp ALIAS nvcomp_bitcomp)
+  endif()
 
   # Propagate up variables that CPMFindPackage provide
   set(nvcomp_SOURCE_DIR "${nvcomp_SOURCE_DIR}" PARENT_SCOPE)