diff --git a/source/LibraryHolder/ControlUnit/ControlUnit.cpp b/source/LibraryHolder/ControlUnit/ControlUnit.cpp
index 478129a66..e7b15a856 100644
--- a/source/LibraryHolder/ControlUnit/ControlUnit.cpp
+++ b/source/LibraryHolder/ControlUnit/ControlUnit.cpp
@@ -1,11 +1,59 @@
 #include "LibraryHolder/ControlUnit.h"
 
+#include <filesystem>
+
 #include "ControlUnit/AdbControlUnitAPI.h"
 #include "ControlUnit/DbgControlUnitAPI.h"
 #include "ControlUnit/ThriftControlUnitAPI.h"
 #include "ControlUnit/Win32ControlUnitAPI.h"
 #include "Utils/Logger.h"
 
+static std::filesystem::path library_dir;
+
+#ifdef _WIN32
+#include "Utils/SafeWindows.hpp"
+
+void init_library_path(HINSTANCE hinstDLL)
+{
+    char buffer[MAX_PATH + 1] = { 0 };
+    GetModuleFileName(hinstDLL, buffer, MAX_PATH);
+    library_dir = MAA_NS::path(buffer).parent_path();
+}
+
+// https://learn.microsoft.com/zh-cn/windows/win32/dlls/dllmain
+BOOL WINAPI DllMain(HINSTANCE hinstDLL, // handle to DLL module
+                    DWORD fdwReason,    // reason for calling function
+                    LPVOID lpvReserved) // reserved
+{
+    // Perform actions based on the reason for calling.
+    switch (fdwReason) {
+    case DLL_PROCESS_ATTACH:
+        // Initialize once for each new process.
+        // Return FALSE to fail DLL load.
+        init_library_path(hinstDLL);
+        break;
+
+    case DLL_THREAD_ATTACH:
+        // Do thread-specific initialization.
+        break;
+
+    case DLL_THREAD_DETACH:
+        // Do thread-specific cleanup.
+        break;
+
+    case DLL_PROCESS_DETACH:
+
+        if (lpvReserved != nullptr) {
+            break; // do not do cleanup if process termination scenario
+        }
+
+        // Perform any necessary cleanup.
+        break;
+    }
+    return TRUE; // Successful DLL_PROCESS_ATTACH.
+}
+#endif
+
 MAA_NS_BEGIN
 
 template <typename ControlUnitT, typename GetVersionT>
@@ -30,8 +78,8 @@ std::shared_ptr<MAA_CTRL_UNIT_NS::ControlUnitAPI> AdbControlUnitLibraryHolder::c
     MaaStringView adb_path, MaaStringView adb_serial, MaaAdbControllerType type, MaaStringView config,
     MaaStringView agent_path, MaaControllerCallback callback, MaaCallbackTransparentArg callback_arg)
 {
-    if (!load_library(libname_)) {
-        LogError << "Failed to load library" << VAR(libname_);
+    if (!load_library(library_dir / libname_)) {
+        LogError << "Failed to load library" << VAR(library_dir) << VAR(libname_);
         return nullptr;
     }
 
@@ -66,10 +114,11 @@ std::shared_ptr<MAA_CTRL_UNIT_NS::ControlUnitAPI> AdbControlUnitLibraryHolder::c
 }
 
 std::shared_ptr<MAA_CTRL_UNIT_NS::ControlUnitAPI> Win32ControlUnitLibraryHolder::create_control_unit(
-    MaaWin32Hwnd hWnd, MaaWin32ControllerType type, MaaControllerCallback callback, MaaCallbackTransparentArg callback_arg)
+    MaaWin32Hwnd hWnd, MaaWin32ControllerType type, MaaControllerCallback callback,
+    MaaCallbackTransparentArg callback_arg)
 {
-    if (!load_library(libname_)) {
-        LogError << "Failed to load library" << VAR(libname_);
+    if (!load_library(library_dir / libname_)) {
+        LogError << "Failed to load library" << VAR(library_dir) << VAR(libname_);
         return nullptr;
     }
 
@@ -105,8 +154,8 @@ std::shared_ptr<MAA_CTRL_UNIT_NS::ControlUnitAPI> Win32ControlUnitLibraryHolder:
 std::shared_ptr<MAA_CTRL_UNIT_NS::ControlUnitAPI> DbgControlUnitLibraryHolder::create_control_unit(
     MaaDbgControllerType type, MaaStringView read_path)
 {
-    if (!load_library(libname_)) {
-        LogError << "Failed to load library" << VAR(libname_);
+    if (!load_library(library_dir / libname_)) {
+        LogError << "Failed to load library" << VAR(library_dir) << VAR(libname_);
         return nullptr;
     }
 
@@ -142,8 +191,8 @@ std::shared_ptr<MAA_CTRL_UNIT_NS::ControlUnitAPI> DbgControlUnitLibraryHolder::c
 std::shared_ptr<MAA_CTRL_UNIT_NS::ControlUnitAPI> ThriftControlUnitLibraryHolder::create_control_unit(
     MaaThriftControllerType type, MaaStringView host, int32_t port, MaaStringView config)
 {
-    if (!load_library(libname_)) {
-        LogError << "Failed to load library" << VAR(libname_);
+    if (!load_library(library_dir / libname_)) {
+        LogError << "Failed to load library" << VAR(library_dir) << VAR(libname_);
         return nullptr;
     }