diff --git a/src/plugins/intel_gpu/CMakeLists.txt b/src/plugins/intel_gpu/CMakeLists.txt
index 6f08d25cad088c..427a3c1742f114 100644
--- a/src/plugins/intel_gpu/CMakeLists.txt
+++ b/src/plugins/intel_gpu/CMakeLists.txt
@@ -52,7 +52,6 @@ include(thirdparty/cmake/rapidjson.cmake)
 if(CMAKE_COMPILER_IS_GNUCXX)
     ov_add_compiler_flags(-Werror)
 endif()
-ov_add_compiler_flags(-Rno-debug-disables-optimization)
 
 add_subdirectory(src/runtime)
 add_subdirectory(src/kernel_selector)
@@ -70,7 +69,6 @@ target_compile_options(${TARGET_NAME} PRIVATE
     $<$<CONFIG:Release>:$<IF:$<CXX_COMPILER_ID:MSVC>,/Os,-Os>>)
 
 target_link_libraries(${TARGET_NAME} PRIVATE openvino_intel_gpu_graph openvino::pugixml)
-target_link_options(${TARGET_NAME} PUBLIC -static-intel)
 
 target_include_directories(${TARGET_NAME} PRIVATE
         ${CMAKE_CURRENT_SOURCE_DIR}/include/)
diff --git a/src/plugins/intel_gpu/src/graph/impls/sycl/fully_connected_sycl.cpp b/src/plugins/intel_gpu/src/graph/impls/sycl/fully_connected_sycl.cpp
index 7341bacc5219a5..ffc02d3ff8e1f6 100644
--- a/src/plugins/intel_gpu/src/graph/impls/sycl/fully_connected_sycl.cpp
+++ b/src/plugins/intel_gpu/src/graph/impls/sycl/fully_connected_sycl.cpp
@@ -286,7 +286,7 @@ struct fully_connected_sycl : typed_primitive_sycl_impl<fully_connected> {
 
             return to_ocl_event(stream, run_fc_int8_woq(sycl_queue, barrier, in, wei, dzp, ds, out, M, N, K, group_size, groups_num, out_shape, dzp_scalar));
         } else {
-            OPENVINO_THROW("No instance for given types found");
+            OPENVINO_THROW("No instance for given types found: ", in_t, " ", wei_t, " ", out_t, " ", ds_t, " ", dzp_t);
         }
     }
 
diff --git a/src/plugins/intel_gpu/tests/CMakeLists.txt b/src/plugins/intel_gpu/tests/CMakeLists.txt
index 95a75c3f0acc68..a388e2686ae72f 100644
--- a/src/plugins/intel_gpu/tests/CMakeLists.txt
+++ b/src/plugins/intel_gpu/tests/CMakeLists.txt
@@ -3,6 +3,5 @@
 #
 
 add_subdirectory(common)
-# Unit tests doesn't link for some reason with icpx
-# add_subdirectory(unit)
+add_subdirectory(unit)
 add_subdirectory(functional)
diff --git a/src/plugins/intel_gpu/tests/unit/CMakeLists.txt b/src/plugins/intel_gpu/tests/unit/CMakeLists.txt
index 8bff8f56c50156..2c7a4b12735cc0 100644
--- a/src/plugins/intel_gpu/tests/unit/CMakeLists.txt
+++ b/src/plugins/intel_gpu/tests/unit/CMakeLists.txt
@@ -11,6 +11,11 @@ if(CMAKE_CXX_COMPILER_ID STREQUAL "MSVC")
     ov_add_compiler_flags(/wd4305)
 endif()
 
+if(OV_COMPILER_IS_INTEL_LLVM)
+  set(CMAKE_EXE_LINKER_FLAGS "${CMAKE_EXE_LINKER_FLAGS} -fuse-ld=lld")
+  string(REPLACE "-pie" "" CMAKE_EXE_LINKER_FLAGS_RELEASE "${CMAKE_EXE_LINKER_FLAGS_RELEASE}")
+endif()
+
 set(TARGET_NAME "ov_gpu_unit_tests")
 
 file(GLOB_RECURSE SOURCES_MAIN