diff --git a/cmake/Modules/Packages/GPU.cmake b/cmake/Modules/Packages/GPU.cmake
index ee697459d8..fe15917f47 100644
--- a/cmake/Modules/Packages/GPU.cmake
+++ b/cmake/Modules/Packages/GPU.cmake
@@ -423,7 +423,7 @@ RegisterFixStyle(${GPU_SOURCES_DIR}/fix_gpu.h)
 
 get_property(GPU_SOURCES GLOBAL PROPERTY GPU_SOURCES)
 if(BUILD_MPI)
-  target_link_libraries(gpu PRIVATE MPI::ANY_CXX)
+  target_link_libraries(gpu PRIVATE MPI::MPI_CXX)
 else()
   target_link_libraries(gpu PRIVATE mpi_stubs)
 endif()