diff --git a/components/dropdown/__tests__/dropdown-button.test.tsx b/components/dropdown/__tests__/dropdown-button.test.tsx
index c4e769ac3d..040d7a4bd5 100644
--- a/components/dropdown/__tests__/dropdown-button.test.tsx
+++ b/components/dropdown/__tests__/dropdown-button.test.tsx
@@ -1,7 +1,7 @@
 import React from 'react';
 import mountTest from '../../../tests/shared/mountTest';
 import rtlTest from '../../../tests/shared/rtlTest';
-import { render } from '../../../tests/utils';
+import { render, waitFakeTimer } from '../../../tests/utils';
 import type { DropdownProps } from '../dropdown';
 import DropdownButton from '../dropdown-button';
 
@@ -156,4 +156,17 @@ describe('DropdownButton', () => {
     render(<DropdownButton open dropdownRender={dropdownRender} />);
     expect(dropdownRender).toHaveBeenCalled();
   });
+
+  it('should support focus menu when set autoFocus', async () => {
+    jest.useFakeTimers();
+    const items = [
+      {
+        label: 'foo',
+        key: '1',
+      },
+    ];
+    const { container } = render(<DropdownButton open autoFocus menu={{ items }} />);
+    await waitFakeTimer();
+    expect(container.querySelector('.ant-dropdown-menu-item-active')).toBeTruthy();
+  });
 });
diff --git a/components/dropdown/dropdown.tsx b/components/dropdown/dropdown.tsx
index eecd78ae12..eb3e18e80c 100644
--- a/components/dropdown/dropdown.tsx
+++ b/components/dropdown/dropdown.tsx
@@ -14,7 +14,6 @@ import { ConfigContext } from '../config-provider';
 import type { MenuProps } from '../menu';
 import Menu from '../menu';
 import { OverrideProvider } from '../menu/OverrideContext';
-import { NoCompactStyle } from '../space/Compact';
 import theme from '../theme';
 import useStyle from './style';
 
@@ -274,7 +273,7 @@ const Dropdown: CompoundedComponent = (props) => {
           );
         }}
       >
-        <NoCompactStyle>{overlayNode}</NoCompactStyle>
+        {overlayNode}
       </OverrideProvider>
     );
   };
diff --git a/components/menu/OverrideContext.tsx b/components/menu/OverrideContext.tsx
index ba663f69f5..bec81a456b 100644
--- a/components/menu/OverrideContext.tsx
+++ b/components/menu/OverrideContext.tsx
@@ -1,4 +1,5 @@
 import * as React from 'react';
+import { NoCompactStyle } from '../space/Compact';
 import type { MenuProps } from './menu';
 
 // Used for Dropdown only
@@ -14,9 +15,10 @@ export interface OverrideContextProps {
 const OverrideContext = React.createContext<OverrideContextProps | null>(null);
 
 /** @internal Only used for Dropdown component. Do not use this in your production. */
-export const OverrideProvider: React.FC<OverrideContextProps & { children: React.ReactNode }> = (
-  props,
-) => {
+export const OverrideProvider = React.forwardRef<
+  HTMLElement,
+  OverrideContextProps & { children: React.ReactNode }
+>((props, ref) => {
   const { children, ...restProps } = props;
   const override = React.useContext(OverrideContext);
 
@@ -32,8 +34,12 @@ export const OverrideProvider: React.FC<OverrideContextProps & { children: React
     ],
   );
 
-  return <OverrideContext.Provider value={context}>{children}</OverrideContext.Provider>;
-};
+  return (
+    <OverrideContext.Provider value={context}>
+      <NoCompactStyle>{React.cloneElement(children as React.ReactElement, { ref })}</NoCompactStyle>
+    </OverrideContext.Provider>
+  );
+});
 
 /** @internal Only used for Dropdown component. Do not use this in your production. */
 export default OverrideContext;