diff --git a/src/components/virtual-input/tests/virtual-input.test.tsx b/src/components/virtual-input/tests/virtual-input.test.tsx
index d07d6d701b..92109f9ab1 100644
--- a/src/components/virtual-input/tests/virtual-input.test.tsx
+++ b/src/components/virtual-input/tests/virtual-input.test.tsx
@@ -828,3 +828,255 @@ describe('VirtualInput', () => {
     }
   })
 })
+
+describe('useClickOutside', () => {
+  const KeyBoardClassPrefix = 'adm-number-keyboard'
+
+  test('首次点击 VirtualInput 不应同时触发 focus 和 blur', async () => {
+    const onFocus = jest.fn()
+    const onBlur = jest.fn()
+    const user = userEvent.setup()
+
+    const Wrapper = () => {
+      const [value, setValue] = React.useState('')
+      return (
+        <VirtualInput
+          value={value}
+          onChange={setValue}
+          onFocus={onFocus}
+          onBlur={onBlur}
+          keyboard={<NumberKeyboard />}
+        />
+      )
+    }
+
+    render(<Wrapper />)
+    const content = document.querySelector(`.${classPrefix}-content`)!
+
+    // 首次点击 VirtualInput content 区域
+    await user.click(content)
+
+    // 应该只触发 focus，不触发 blur
+    expect(onFocus).toBeCalledTimes(1)
+    expect(onBlur).toBeCalledTimes(0)
+
+    // 键盘应该可见
+    expect(
+      document.querySelector(`.${KeyBoardClassPrefix}-popup`)
+    ).toBeVisible()
+  })
+
+  test('点击外部应触发 blur', async () => {
+    const onFocus = jest.fn()
+    const onBlur = jest.fn()
+    const user = userEvent.setup()
+
+    const Wrapper = () => {
+      const [value, setValue] = React.useState('')
+      return (
+        <div>
+          <VirtualInput
+            value={value}
+            onChange={setValue}
+            onFocus={onFocus}
+            onBlur={onBlur}
+            keyboard={<NumberKeyboard />}
+          />
+          <button data-testid='outside'>outside</button>
+        </div>
+      )
+    }
+
+    render(<Wrapper />)
+    const content = document.querySelector(`.${classPrefix}-content`)!
+
+    // 先 focus
+    await user.click(content)
+    expect(onFocus).toBeCalledTimes(1)
+
+    // 点击外部
+    await user.click(screen.getByTestId('outside'))
+    expect(onBlur).toBeCalledTimes(1)
+  })
+
+  test('handler 更新后点击外部应使用最新的 handler', async () => {
+    const onBlur1 = jest.fn()
+    const onBlur2 = jest.fn()
+    const user = userEvent.setup()
+
+    const Wrapper = () => {
+      const [value, setValue] = React.useState('')
+      const [useSecond, setUseSecond] = React.useState(false)
+      return (
+        <div>
+          <VirtualInput
+            value={value}
+            onChange={setValue}
+            onFocus={() => {
+              // focus 时切换到第二个 handler
+              setUseSecond(true)
+            }}
+            onBlur={useSecond ? onBlur2 : onBlur1}
+            keyboard={<NumberKeyboard />}
+          />
+          <button data-testid='outside'>outside</button>
+        </div>
+      )
+    }
+
+    render(<Wrapper />)
+    const content = document.querySelector(`.${classPrefix}-content`)!
+
+    // focus，同时触发 handler 切换
+    await user.click(content)
+
+    // 点击外部，应调用最新的 onBlur2（而非旧的 onBlur1）
+    await user.click(screen.getByTestId('outside'))
+
+    expect(onBlur1).toBeCalledTimes(0)
+    expect(onBlur2).toBeCalledTimes(1)
+  })
+
+  test('多次点击 VirtualInput 不应重复触发 focus', async () => {
+    const onFocus = jest.fn()
+    const onBlur = jest.fn()
+    const user = userEvent.setup()
+
+    const Wrapper = () => {
+      const [value, setValue] = React.useState('')
+      return (
+        <VirtualInput
+          value={value}
+          onChange={setValue}
+          onFocus={onFocus}
+          onBlur={onBlur}
+          keyboard={<NumberKeyboard />}
+        />
+      )
+    }
+
+    render(<Wrapper />)
+    const content = document.querySelector(`.${classPrefix}-content`)!
+
+    // 连续点击多次
+    await user.click(content)
+    await user.click(content)
+    await user.click(content)
+
+    // focus 只触发一次，blur 不触发
+    expect(onFocus).toBeCalledTimes(1)
+    expect(onBlur).toBeCalledTimes(0)
+  })
+
+  test('外部元素 focusin 应触发 VirtualInput blur', async () => {
+    const onFocus = jest.fn()
+    const onBlur = jest.fn()
+    const user = userEvent.setup()
+
+    const Wrapper = () => {
+      const [value, setValue] = React.useState('')
+      return (
+        <div>
+          <VirtualInput
+            value={value}
+            onChange={setValue}
+            onFocus={onFocus}
+            onBlur={onBlur}
+            keyboard={<NumberKeyboard />}
+          />
+          <input data-testid='outside-input' />
+        </div>
+      )
+    }
+
+    render(<Wrapper />)
+    const content = document.querySelector(`.${classPrefix}-content`)!
+    const outsideInput = screen.getByTestId('outside-input')
+
+    // 先 focus VirtualInput
+    await user.click(content)
+    expect(onFocus).toBeCalledTimes(1)
+    expect(onBlur).toBeCalledTimes(0)
+
+    // 外部 input 获得焦点，触发 focusin 事件
+    outsideInput.focus()
+    await waitFor(() => {
+      expect(onBlur).toBeCalledTimes(1)
+    })
+  })
+
+  test('VirtualInput 内部元素 focusin 不应触发 blur', async () => {
+    const onFocus = jest.fn()
+    const onBlur = jest.fn()
+    const user = userEvent.setup()
+
+    const Wrapper = () => {
+      const [value, setValue] = React.useState('')
+      return (
+        <VirtualInput
+          value={value}
+          onChange={setValue}
+          onFocus={onFocus}
+          onBlur={onBlur}
+          keyboard={<NumberKeyboard />}
+        />
+      )
+    }
+
+    render(<Wrapper />)
+    const content = document.querySelector(`.${classPrefix}-content`)!
+
+    // focus VirtualInput
+    await user.click(content)
+    expect(onFocus).toBeCalledTimes(1)
+
+    // 模拟内部元素获得焦点
+    const focusinEvent = new FocusEvent('focusin', {
+      bubbles: true,
+      cancelable: true,
+    })
+    content.dispatchEvent(focusinEvent)
+
+    // blur 不应被触发
+    expect(onBlur).toBeCalledTimes(0)
+  })
+
+  test('focusin 事件应使用最新的 handler', async () => {
+    const onBlur1 = jest.fn()
+    const onBlur2 = jest.fn()
+    const user = userEvent.setup()
+
+    const Wrapper = () => {
+      const [value, setValue] = React.useState('')
+      const [useSecond, setUseSecond] = React.useState(false)
+      return (
+        <div>
+          <VirtualInput
+            value={value}
+            onChange={setValue}
+            onFocus={() => {
+              setUseSecond(true)
+            }}
+            onBlur={useSecond ? onBlur2 : onBlur1}
+            keyboard={<NumberKeyboard />}
+          />
+          <input data-testid='outside-input' />
+        </div>
+      )
+    }
+
+    render(<Wrapper />)
+    const content = document.querySelector(`.${classPrefix}-content`)!
+    const outsideInput = screen.getByTestId('outside-input')
+
+    // focus，同时触发 handler 切换
+    await user.click(content)
+
+    // 外部 input 获得焦点，应调用最新的 onBlur2
+    outsideInput.focus()
+    await waitFor(() => {
+      expect(onBlur1).toBeCalledTimes(0)
+      expect(onBlur2).toBeCalledTimes(1)
+    })
+  })
+})
diff --git a/src/components/virtual-input/use-click-outside.tsx b/src/components/virtual-input/use-click-outside.tsx
index 248f13f9c5..221a12c43c 100644
--- a/src/components/virtual-input/use-click-outside.tsx
+++ b/src/components/virtual-input/use-click-outside.tsx
@@ -1,19 +1,21 @@
+import { useEvent } from 'rc-util'
 import { useEffect } from 'react'
 
 // 监听点击组件外部的事件
 function useClickOutside(
   handler: (event: MouseEvent) => void,
   ref: React.RefObject<HTMLElement>,
-  hasKeyboardProps: boolean = false
+  hasKeyboardProps = false
 ) {
+  const stableHandler = useEvent(handler)
+
   useEffect(() => {
     function handleClick(event: MouseEvent) {
       if (!ref.current || ref.current.contains(event.target as Node)) {
         return
       }
-      handler(event)
+      stableHandler(event) // 使用 ref 中的 handler
     }
-
     // 向前兼容逻辑：
     // 1. 对于有键盘属性的 VirtualInput，在捕获阶段监听：
     //      这是为了确保在事件被阻止传播之前触发。比如输入框中的单个数字 click 事件会 stopPropagation, 但这里依然能捕获到
@@ -21,20 +23,23 @@ function useClickOutside(
     //      这种情况通常是 VirtualInput + NumberKeyboard 为兄弟关系，在以前版本中点击 NumberKeyboard **不会**触发 VirtualInput 的 blur 事件
     //      原先原理：通过 NumberKeyboard 内部 onMouseDown 时 preventDefault 阻止的 VirtualInput 内原生的 blur 事件
     //      新的原理：NumberKeyboard 的 Popup 默认会 stopPropagation click, 这里在冒泡阶段监听不到，不会调用 VirtualInput 的 onBlur 回调（非原生事件）。
-    document.addEventListener(
-      'click',
-      handleClick,
-      hasKeyboardProps ? true : false
-    )
 
+    // 安卓长按 native input 时不会触发 click 事件，通过监听 focusin 补充处理：
+    // 长按后系统键盘弹出，native input 获得焦点并冒泡 focusin 到 document，以此触发 blur
+    function handleFocusIn(event: FocusEvent) {
+      if (!ref.current || ref.current.contains(event.target as Node)) {
+        return
+      }
+      stableHandler(event as unknown as MouseEvent)
+    }
+
+    document.addEventListener('click', handleClick, hasKeyboardProps)
+    document.addEventListener('focusin', handleFocusIn, hasKeyboardProps)
     return () => {
-      document.removeEventListener(
-        'click',
-        handleClick,
-        hasKeyboardProps ? true : false
-      )
+      document.removeEventListener('click', handleClick, hasKeyboardProps)
+      document.removeEventListener('focusin', handleFocusIn, hasKeyboardProps)
     }
-  }, [handler, ref])
+  }, [ref]) // 只依赖 ref，不依赖 handler
 }
 
 export default useClickOutside