How to remove the absolute path appended to targets' name when open CMake projects with Visual Studio?

Question

I setup a CMake project, but when I open its folders with Visual Studio (not VSCode), Visual Studio added an absolute path to every target's name. How to remove them?

Part of the main CMakeLists.txt:

cmake_minimum_required(VERSION 3.24)
project(ZwHLR)

set(CMAKE_CXX_STANDARD 20)
set(CMAKE_CXX_STANDARD_REQUIRED 20)

add_compile_definitions(PROJECT_DIR="${CMAKE_SOURCE_DIR}")

if (MSVC AND (MSVC_VERSION GREATER_EQUAL 1914))
    add_compile_options("/Zc:__cplusplus")
endif()

set(THIRD_PARTY_DIR "${CMAKE_SOURCE_DIR}/ref")
set(THIRD_PARTY_EXTRA_DIR "${THIRD_PARTY_DIR}/extras")

# Windows Kits
set(CMAKE_WINDOWS_KITS_10_DIR "C:/Program Files (x86)/Windows Kits/10")
set(CMAKE_VS_WINDOWS_TARGET_PLATFORM_VERSION 10)
set(VCPKG_ENV_PASSTHROUGH "CMAKE_WINDOWS_KITS_10_DIR,CMAKE_VS_WINDOWS_TARGET_PLATFORM_VERSION")

set(CMAKE_BINARY_DIR ${CMAKE_SOURCE_DIR}/bin/${CMAKE_BUILD_TYPE})
set(CMAKE_ARCHIVE_OUTPUT_DIRECTORY ${CMAKE_BINARY_DIR})
set(CMAKE_LIBRARY_OUTPUT_DIRECTORY ${CMAKE_BINARY_DIR})
set(CMAKE_RUNTIME_OUTPUT_DIRECTORY ${CMAKE_BINARY_DIR})

foreach(OUTPUTCONFIG ${CMAKE_CONFIGURATION_TYPES})
  string(TOUPPER ${OUTPUTCONFIG} OUTPUTCONFIG)
  set(CMAKE_ARCHIVE_OUTPUT_DIRECTORY_${OUTPUTCONFIG} ${CMAKE_BINARY_DIR}/${OUTPUTCONFIG})
  set(CMAKE_LIBRARY_OUTPUT_DIRECTORY_${OUTPUTCONFIG} ${CMAKE_BINARY_DIR}/${OUTPUTCONFIG})
  set(CMAKE_RUNTIME_OUTPUT_DIRECTORY_${OUTPUTCONFIG} ${CMAKE_BINARY_DIR}/${OUTPUTCONFIG})
endforeach(OUTPUTCONFIG CMAKE_CONFIGURATION_TYPES)

add_subdirectory(tools)

and tools/CMakeLists.txt

add_executable(test_runner)
target_include_directories(
    test_runner PUBLIC
    ${ACIS_INCLUDE_DIR}
    ${CMAKE_CURRENT_LIST_DIR}/test_runner
    ${CMAKE_CURRENT_LIST_DIR}/phl_example
)
target_sources(
    test_runner PRIVATE
    ${CMAKE_CURRENT_LIST_DIR}/test_runner/main.cpp
)
target_link_libraries(
    test_runner PRIVATE
    CLI11 rapidjson ${HLR_LIBS} phl_example_object
)
target_link_directories(test_runner PUBLIC ${ACIS_LIBRARY_DIR})
set_target_properties(test_runner PROPERTIES VS_DEBUGGER_ENVIRONMENT "PATH=${ACIS_BINARY_DIR};$ENV{PATH}")