diff --git a/components/style.ts b/components/style.ts
index 566d1da404..acaa54f732 100644
--- a/components/style.ts
+++ b/components/style.ts
@@ -41,7 +41,7 @@ import './table/style';
 // import './progress/style';
 import './timeline/style';
 import './input-number/style';
-import './transfer/style';
+// import './transfer/style';
 import './tree/style';
 import './upload/style';
 // import './layout/style';
diff --git a/components/theme/interface/components.ts b/components/theme/interface/components.ts
index fd3707fbb8..b095ad2193 100644
--- a/components/theme/interface/components.ts
+++ b/components/theme/interface/components.ts
@@ -42,7 +42,7 @@ import type { ComponentToken as SpinComponentToken } from '../../spin/style';
 import type { ComponentToken as TagComponentToken } from '../../tag/style';
 // import type { ComponentToken as TimelineComponentToken } from '../../timeline/style';
 import type { ComponentToken as TooltipComponentToken } from '../../tooltip/style';
-// import type { ComponentToken as TransferComponentToken } from '../../transfer/style';
+import type { ComponentToken as TransferComponentToken } from '../../transfer/style';
 import type { ComponentToken as TypographyComponentToken } from '../../typography/style';
 // import type { ComponentToken as UploadComponentToken } from '../../upload/style';
 // import type { ComponentToken as TourComponentToken } from '../../tour/style';
@@ -100,7 +100,7 @@ export interface ComponentTokenMap {
   TreeSelect?: {};
   Typography?: TypographyComponentToken;
   //   Timeline?: TimelineComponentToken;
-  //   Transfer?: TransferComponentToken;
+  Transfer?: TransferComponentToken;
   //   Tabs?: TabsComponentToken;
   //   Calendar?: CalendarComponentToken;
   //   Steps?: StepsComponentToken;
diff --git a/components/transfer/ListBody.tsx b/components/transfer/ListBody.tsx
index 6cb2e7a993..e90fde6e58 100644
--- a/components/transfer/ListBody.tsx
+++ b/components/transfer/ListBody.tsx
@@ -5,13 +5,14 @@ import ListItem from './ListItem';
 import Pagination from '../pagination';
 import PropTypes from '../_util/vue-types';
 import type { TransferItem } from '.';
+import { booleanType } from '../_util/type';
 
 export const transferListBodyProps = {
   prefixCls: String,
   filteredRenderItems: PropTypes.array.def([]),
   selectedKeys: PropTypes.array,
-  disabled: { type: Boolean, default: undefined },
-  showRemove: { type: Boolean, default: undefined },
+  disabled: booleanType(),
+  showRemove: booleanType(),
   pagination: PropTypes.any,
   onItemSelect: Function,
   onScroll: Function,
diff --git a/components/transfer/ListItem.tsx b/components/transfer/ListItem.tsx
index 44de29d13a..6c80ac0c15 100644
--- a/components/transfer/ListItem.tsx
+++ b/components/transfer/ListItem.tsx
@@ -8,6 +8,7 @@ import TransButton from '../_util/transButton';
 import LocaleReceiver from '../locale-provider/LocaleReceiver';
 import type { ExtractPropTypes } from 'vue';
 import { defineComponent } from 'vue';
+import { booleanType } from '../_util/type';
 
 function noop() {}
 
@@ -15,10 +16,10 @@ export const transferListItemProps = {
   renderedText: PropTypes.any,
   renderedEl: PropTypes.any,
   item: PropTypes.any,
-  checked: { type: Boolean, default: undefined },
+  checked: booleanType(),
   prefixCls: String,
-  disabled: { type: Boolean, default: undefined },
-  showRemove: { type: Boolean, default: undefined },
+  disabled: booleanType(),
+  showRemove: booleanType(),
   onClick: Function,
   onRemove: Function,
 };
diff --git a/components/transfer/demo/custom-select-all-labels.vue b/components/transfer/demo/custom-select-all-labels.vue
new file mode 100644
index 0000000000..affa0d9949
--- /dev/null
+++ b/components/transfer/demo/custom-select-all-labels.vue
@@ -0,0 +1,102 @@
+<docs>
+---
+order: 4
+title:
+  zh-CN: 自定义全选文字
+  en-US: Custom Select All Labels
+---
+
+  
+## zh-CN
+  
+自定义穿梭框全选按钮的文字。
+  
+## en-US
+  
+Custom the labels for select all checkboxs.
+  
+</docs>
+
+<template>
+  <div>
+    <a-transfer
+      v-model:target-keys="targetKeys"
+      v-model:selected-keys="selectedKeys"
+      :data-source="mockData"
+      :titles="['Source', 'Target']"
+      :render="item => item.title"
+      :select-all-labels="selectAllLabels"
+      :disabled="disabled"
+      @change="handleChange"
+      @selectChange="handleSelectChange"
+      @scroll="handleScroll"
+    />
+    <a-switch
+      v-model:checked="disabled"
+      un-checked-children="enabled"
+      checked-children="disabled"
+      style="margin-top: 16px"
+    />
+  </div>
+</template>
+<script lang="ts">
+import { defineComponent, ref } from 'vue';
+import type { SelectAllLabel } from 'ant-design-vue/es/transfer';
+
+interface MockData {
+  key: string;
+  title: string;
+  description: string;
+  disabled: boolean;
+}
+const mockData: MockData[] = [];
+for (let i = 0; i < 20; i++) {
+  mockData.push({
+    key: i.toString(),
+    title: `content${i + 1}`,
+    description: `description of content${i + 1}`,
+    disabled: i % 3 < 1,
+  });
+}
+
+const oriTargetKeys = mockData.filter(item => +item.key % 3 > 1).map(item => item.key);
+export default defineComponent({
+  data() {
+    const disabled = ref<boolean>(false);
+
+    const targetKeys = ref<string[]>(oriTargetKeys);
+
+    const selectedKeys = ref<string[]>(['1', '4']);
+
+    const handleChange = (nextTargetKeys: string[], direction: string, moveKeys: string[]) => {
+      console.log('targetKeys: ', nextTargetKeys);
+      console.log('direction: ', direction);
+      console.log('moveKeys: ', moveKeys);
+    };
+    const handleSelectChange = (sourceSelectedKeys: string[], targetSelectedKeys: string[]) => {
+      console.log('sourceSelectedKeys: ', sourceSelectedKeys);
+      console.log('targetSelectedKeys: ', targetSelectedKeys);
+    };
+    const handleScroll = (direction: string, e: Event) => {
+      console.log('direction:', direction);
+      console.log('target:', e.target);
+    };
+
+    const selectAllLabels: SelectAllLabel[] = [
+      'Select All',
+      ({ selectedCount, totalCount }) => `${selectedCount}/${totalCount}`,
+    ];
+
+    return {
+      mockData,
+      targetKeys,
+      selectedKeys,
+      disabled,
+      selectAllLabels,
+      handleChange,
+      handleSelectChange,
+      handleScroll,
+    };
+  },
+});
+</script>
diff --git a/components/transfer/demo/index.vue b/components/transfer/demo/index.vue
index a34edc9960..047c84f663 100644
--- a/components/transfer/demo/index.vue
+++ b/components/transfer/demo/index.vue
@@ -9,6 +9,7 @@
     <table-transfer />
     <tree-transfer />
     <statusVue />
+    <custom-select-all-labels></custom-select-all-labels>
   </demo-sort>
 </template>
 <script lang="ts">
@@ -17,6 +18,7 @@ import Oneway from './oneway.vue';
 import Search from './search.vue';
 import Advanced from './advanced.vue';
 import CustomItem from './custom-item.vue';
+import CustomSelectAllLabels from './custom-select-all-labels.vue';
 import TableTransfer from './table-transfer.vue';
 import TreeTransfer from './tree-transfer.vue';
 import Pagination from './pagination.vue';
@@ -35,6 +37,7 @@ export default defineComponent({
     Search,
     Advanced,
     CustomItem,
+    CustomSelectAllLabels,
     Pagination,
     TableTransfer,
     TreeTransfer,
diff --git a/components/transfer/index.en-US.md b/components/transfer/index.en-US.md
index 815ad72741..7d1cab4304 100644
--- a/components/transfer/index.en-US.md
+++ b/components/transfer/index.en-US.md
@@ -2,7 +2,7 @@
 category: Components
 type: Data Entry
 title: Transfer
-cover: https://gw.alipayobjects.com/zos/alicdn/QAXskNI4G/Transfer.svg
+cover: https://mdn.alipayobjects.com/huamei_7uahnr/afts/img/A*EAApQ5ephigAAAAAAAAAAAAADrJ8AQ/original
 ---
 
 Alert component for feedback.
@@ -31,6 +31,7 @@ One or more elements can be selected from either column, one click on the proper
 | operationStyle | A custom CSS style used for rendering the operations column | CSSProperties | - | 3.0.0 |
 | pagination | Use pagination. Not work in render props | boolean \| { pageSize: number, simple: boolean, showSizeChanger?: boolean, showLessItems?: boolean } | false | 3.0.0 |
 | render | The function to generate the item shown on a column. Based on an record (element of the dataSource array), this function should return a element which is generated from that record. Also, it can return a plain object with `value` and `label`, `label` is a element and `value` is for title | Function(record) \| slot |  |  |
+| selectAllLabels | A set of customized labels for select all checkboxes on the header | VueNode \| ((info: { selectedCount: number; totalCount: number }) => VueNode); | - | 3.0.0 |
 | selectedKeys(v-model) | A set of keys of selected items. | string\[] | \[] |  |
 | showSearch | If included, a search box is shown on each column. | boolean | false |  |
 | showSelectAll | Show select all checkbox on the header | boolean | true |  |
diff --git a/components/transfer/index.tsx b/components/transfer/index.tsx
index 5c1973a5ce..b0075161b2 100644
--- a/components/transfer/index.tsx
+++ b/components/transfer/index.tsx
@@ -1,4 +1,4 @@
-import type { CSSProperties, ExtractPropTypes, PropType } from 'vue';
+import type { CSSProperties, ExtractPropTypes } from 'vue';
 import { computed, watchEffect, defineComponent, ref, watch, toRaw } from 'vue';
 import PropTypes from '../_util/vue-types';
 import { getPropsSlot } from '../_util/props-util';
@@ -8,7 +8,15 @@ import Operation from './operation';
 import LocaleReceiver from '../locale-provider/LocaleReceiver';
 import defaultLocale from '../locale/en_US';
 import type { VueNode } from '../_util/type';
-import { withInstall } from '../_util/type';
+import {
+  withInstall,
+  stringType,
+  arrayType,
+  someType,
+  booleanType,
+  objectType,
+  functionType,
+} from '../_util/type';
 import useConfigInject from '../config-provider/hooks/useConfigInject';
 import type { TransferListBodyProps } from './ListBody';
 import type { PaginationType } from './interface';
@@ -17,6 +25,9 @@ import type { RenderEmptyHandler } from '../config-provider/renderEmpty';
 import type { InputStatus } from '../_util/statusUtils';
 import { getStatusClassNames, getMergedStatus } from '../_util/statusUtils';
 
+// CSSINJS
+import useStyle from './style';
+
 export type { TransferListProps } from './list';
 export type { TransferOperationProps } from './operation';
 export type { TransferSearchProps } from './search';
@@ -69,40 +80,41 @@ export interface TransferLocale {
 export const transferProps = () => ({
   id: String,
   prefixCls: String,
-  dataSource: { type: Array as PropType<TransferItem[]>, default: [] },
-  disabled: { type: Boolean, default: undefined },
-  targetKeys: { type: Array as PropType<string[]>, default: undefined },
-  selectedKeys: { type: Array as PropType<string[]>, default: undefined },
-  render: { type: Function as PropType<TransferRender<TransferItem>> },
-  listStyle: {
-    type: [Function, Object] as PropType<((style: ListStyle) => CSSProperties) | CSSProperties>,
-    default: () => ({}),
-  },
-  operationStyle: { type: Object as PropType<CSSProperties>, default: undefined as CSSProperties },
-  titles: { type: Array as PropType<string[]> },
-  operations: { type: Array as PropType<string[]> },
-  showSearch: { type: Boolean, default: false },
-  filterOption: { type: Function as PropType<(inputValue: string, item: TransferItem) => boolean> },
+  dataSource: arrayType<TransferItem[]>([]),
+  disabled: booleanType(),
+  targetKeys: arrayType<string[]>(),
+  selectedKeys: arrayType<string[]>(),
+  render: functionType<TransferRender<TransferItem>>(),
+  listStyle: someType<((style: ListStyle) => CSSProperties) | CSSProperties>(
+    [Function, Object],
+    () => ({}),
+  ),
+  operationStyle: objectType<CSSProperties>(undefined as CSSProperties),
+  titles: arrayType<string[]>(),
+  operations: arrayType<string[]>(),
+  showSearch: booleanType(false),
+  filterOption: functionType<(inputValue: string, item: TransferItem) => boolean>(),
   searchPlaceholder: String,
   notFoundContent: PropTypes.any,
-  locale: { type: Object as PropType<Partial<TransferLocale>>, default: () => ({}) },
-  rowKey: { type: Function as PropType<(record: TransferItem) => string> },
-  showSelectAll: { type: Boolean, default: undefined },
-  selectAllLabels: { type: Array as PropType<SelectAllLabel[]> },
-  children: { type: Function as PropType<(props: TransferListBodyProps) => VueNode> },
-  oneWay: { type: Boolean, default: undefined },
-  pagination: { type: [Object, Boolean] as PropType<PaginationType>, default: undefined },
-  status: String as PropType<InputStatus>,
-  onChange: Function as PropType<
-    (targetKeys: string[], direction: TransferDirection, moveKeys: string[]) => void
-  >,
-  onSelectChange: Function as PropType<
+  locale: objectType(),
+  rowKey: functionType<(record: TransferItem) => string>(),
+  showSelectAll: booleanType(),
+  selectAllLabels: arrayType<SelectAllLabel[]>(),
+  children: functionType<(props: TransferListBodyProps) => VueNode>(),
+  oneWay: booleanType(),
+  pagination: someType<PaginationType>([Object, Boolean]),
+  status: stringType<InputStatus>(),
+  onChange:
+    functionType<
+      (targetKeys: string[], direction: TransferDirection, moveKeys: string[]) => void
+    >(),
+  onSelectChange: functionType<
     (sourceSelectedKeys: string[], targetSelectedKeys: string[]) => void
   >,
-  onSearch: Function as PropType<(direction: TransferDirection, value: string) => void>,
-  onScroll: Function as PropType<(direction: TransferDirection, e: UIEvent) => void>,
-  'onUpdate:targetKeys': Function as PropType<(keys: string[]) => void>,
-  'onUpdate:selectedKeys': Function as PropType<(keys: string[]) => void>,
+  onSearch: functionType<(direction: TransferDirection, value: string) => void>(),
+  onScroll: functionType<(direction: TransferDirection, e: UIEvent) => void>(),
+  'onUpdate:targetKeys': functionType<(keys: string[]) => void>(),
+  'onUpdate:selectedKeys': functionType<(keys: string[]) => void>(),
 });
 
 export type TransferProps = Partial<ExtractPropTypes<ReturnType<typeof transferProps>>>;
@@ -125,6 +137,10 @@ const Transfer = defineComponent({
   // emits: ['update:targetKeys', 'update:selectedKeys', 'change', 'search', 'scroll', 'selectChange'],
   setup(props, { emit, attrs, slots, expose }) {
     const { configProvider, prefixCls, direction } = useConfigInject('transfer', props);
+
+    // style
+    const [wrapSSR, hashId] = useStyle(prefixCls);
+
     const sourceSelectedKeys = ref([]);
     const targetSelectedKeys = ref([]);
 
@@ -349,6 +365,7 @@ const Transfer = defineComponent({
           [`${prefixCls.value}-rtl`]: direction.value === 'rtl',
         },
         getStatusClassNames(prefixCls.value, mergedStatus.value, formItemInputContext.hasFeedback),
+        hashId.value,
       );
       const titles = props.titles;
       const leftTitle =
@@ -356,7 +373,7 @@ const Transfer = defineComponent({
       const rightTitle =
         (titles && titles[1]) ?? slots.rightTitle?.() ?? (locale.titles || ['', ''])[1];
       return (
-        <div class={cls} style={style as CSSProperties} id={id}>
+        <div {...attrs} class={cls} style={style as CSSProperties} id={id}>
           <List
             key="leftList"
             prefixCls={`${prefixCls.value}-list`}
@@ -422,13 +439,14 @@ const Transfer = defineComponent({
         </div>
       );
     };
-    return () => (
-      <LocaleReceiver
-        componentName="Transfer"
-        defaultLocale={defaultLocale.Transfer}
-        children={renderTransfer}
-      />
-    );
+    return () =>
+      wrapSSR(
+        <LocaleReceiver
+          componentName="Transfer"
+          defaultLocale={defaultLocale.Transfer}
+          children={renderTransfer}
+        />,
+      );
   },
 });
 
diff --git a/components/transfer/index.zh-CN.md b/components/transfer/index.zh-CN.md
index c0b34b7f8e..42e58a1838 100644
--- a/components/transfer/index.zh-CN.md
+++ b/components/transfer/index.zh-CN.md
@@ -3,7 +3,7 @@ category: Components
 type: 数据录入
 title: Transfer
 subtitle: 穿梭框
-cover: https://gw.alipayobjects.com/zos/alicdn/QAXskNI4G/Transfer.svg
+cover: https://mdn.alipayobjects.com/huamei_7uahnr/afts/img/A*EAApQ5ephigAAAAAAAAAAAAADrJ8AQ/original
 ---
 
 双栏穿梭选择框。
@@ -32,6 +32,7 @@ cover: https://gw.alipayobjects.com/zos/alicdn/QAXskNI4G/Transfer.svg
 | operationStyle | 操作栏的自定义样式 | CSSProperties | - | 3.0.0 |
 | pagination | 使用分页样式，自定义渲染列表下无效 | boolean \| { pageSize: number, simple: boolean, showSizeChanger?: boolean, showLessItems?: boolean } | flase | 3.0.0 |
 | render | 每行数据渲染函数，该函数的入参为 `dataSource` 中的项，返回值为 element。或者返回一个普通对象，其中 `label` 字段为 element，`value` 字段为 title | Function(record)\| slot |  |  |
+| selectAllLabels | 自定义顶部多选框标题的集合 | VueNode \| ((info: { selectedCount: number; totalCount: number }) => VueNode); | - | 3.0.0 |
 | selectedKeys(v-model) | 设置哪些项应该被选中 | string\[] | \[] |  |
 | showSearch | 是否显示搜索框 | boolean | false |  |
 | showSelectAll | 是否展示全选勾选框 | boolean | true |  |
diff --git a/components/transfer/list.tsx b/components/transfer/list.tsx
index bff7b6e2ef..c8e0cb76f1 100644
--- a/components/transfer/list.tsx
+++ b/components/transfer/list.tsx
@@ -7,10 +7,11 @@ import Menu from '../menu';
 import Dropdown from '../dropdown';
 import Search from './search';
 import ListBody from './ListBody';
-import type { VNode, VNodeTypes, ExtractPropTypes, PropType, CSSProperties } from 'vue';
+import type { VNode, VNodeTypes, ExtractPropTypes, CSSProperties } from 'vue';
 import { watchEffect, computed, defineComponent, ref } from 'vue';
 import type { RadioChangeEvent } from '../radio/interface';
 import type { TransferDirection, TransferItem } from './index';
+import { stringType, arrayType, booleanType } from '../_util/type';
 
 const defaultRender = () => null;
 
@@ -28,22 +29,22 @@ function getEnabledItemKeys<RecordType extends TransferItem>(items: RecordType[]
 
 export const transferListProps = {
   prefixCls: String,
-  dataSource: { type: Array as PropType<TransferItem[]>, default: [] },
+  dataSource: arrayType<TransferItem[]>([]),
   filter: String,
   filterOption: Function,
   checkedKeys: PropTypes.arrayOf(PropTypes.string),
   handleFilter: Function,
   handleClear: Function,
   renderItem: Function,
-  showSearch: { type: Boolean, default: false },
+  showSearch: booleanType(false),
   searchPlaceholder: String,
   notFoundContent: PropTypes.any,
   itemUnit: String,
   itemsUnit: String,
   renderList: PropTypes.any,
-  disabled: { type: Boolean, default: undefined },
-  direction: String as PropType<TransferDirection>,
-  showSelectAll: { type: Boolean, default: undefined },
+  disabled: booleanType(),
+  direction: stringType<TransferDirection>(),
+  showSelectAll: booleanType(),
   remove: String,
   selectAll: String,
   selectCurrent: String,
@@ -51,7 +52,7 @@ export const transferListProps = {
   removeAll: String,
   removeCurrent: String,
   selectAllLabel: PropTypes.any,
-  showRemove: { type: Boolean, default: undefined },
+  showRemove: booleanType(),
   pagination: PropTypes.any,
   onItemSelect: Function,
   onItemSelectAll: Function,
diff --git a/components/transfer/style/customize.less b/components/transfer/style/customize.less
deleted file mode 100644
index 042a0cb17e..0000000000
--- a/components/transfer/style/customize.less
+++ /dev/null
@@ -1,52 +0,0 @@
-@import '../../style/themes/index';
-
-@transfer-prefix-cls: ~'@{ant-prefix}-transfer';
-
-@table-prefix-cls: ~'@{ant-prefix}-table';
-@input-prefix-cls: ~'@{ant-prefix}-input';
-
-.@{transfer-prefix-cls}-customize-list {
-  .@{transfer-prefix-cls}-list {
-    flex: 1 1 50%;
-    width: auto;
-    height: auto;
-    min-height: @transfer-list-height;
-  }
-
-  // =================== Hook Components ===================
-  .@{table-prefix-cls}-wrapper {
-    .@{table-prefix-cls}-small {
-      border: 0;
-      border-radius: 0;
-
-      .@{table-prefix-cls}-selection-column {
-        width: 40px;
-        min-width: 40px;
-      }
-
-      > .@{table-prefix-cls}-content {
-        // Header background color
-        > .@{table-prefix-cls}-body > table > .@{table-prefix-cls}-thead > tr > th {
-          background: @table-header-bg;
-        }
-
-        .@{table-prefix-cls}-row:last-child td {
-          border-bottom: @border-width-base @border-style-base @border-color-split;
-        }
-      }
-
-      .@{table-prefix-cls}-body {
-        margin: 0;
-      }
-    }
-
-    .@{table-prefix-cls}-pagination.@{ant-prefix}-pagination {
-      margin: 16px 0 4px;
-    }
-  }
-  .@{input-prefix-cls} {
-    &[disabled] {
-      background-color: transparent;
-    }
-  }
-}
diff --git a/components/transfer/style/index.less b/components/transfer/style/index.less
deleted file mode 100644
index c40b5537c4..0000000000
--- a/components/transfer/style/index.less
+++ /dev/null
@@ -1,221 +0,0 @@
-@import '../../style/themes/index';
-@import '../../style/mixins/index';
-@import '../../checkbox/style/mixin';
-@import './customize';
-@import './status';
-
-@transfer-prefix-cls: ~'@{ant-prefix}-transfer';
-
-@transfer-header-vertical-padding: ceil(
-  ((@transfer-header-height - 1px - @font-size-base * @line-height-base) / 2)
-);
-
-.@{transfer-prefix-cls} {
-  .reset-component();
-
-  position: relative;
-  display: flex;
-  align-items: stretch;
-
-  &-disabled {
-    .@{transfer-prefix-cls}-list {
-      background: @transfer-disabled-bg;
-    }
-  }
-
-  &-list {
-    display: flex;
-    flex-direction: column;
-    width: 180px;
-    height: @transfer-list-height;
-    border: @border-width-base @border-style-base @border-color-base;
-    border-radius: @border-radius-base;
-
-    &-with-pagination {
-      width: 250px;
-      height: auto;
-    }
-
-    &-search {
-      .anticon-search {
-        color: @disabled-color;
-      }
-    }
-
-    &-header {
-      display: flex;
-      flex: none;
-      align-items: center;
-      height: @transfer-header-height;
-      // border-top is on the transfer dom. We should minus 1px for this
-      padding: (@transfer-header-vertical-padding - 1px) @control-padding-horizontal
-        @transfer-header-vertical-padding;
-      color: @text-color;
-      background: @component-background;
-      border-bottom: @border-width-base @border-style-base @border-color-split;
-      border-radius: @border-radius-base @border-radius-base 0 0;
-
-      > *:not(:last-child) {
-        margin-right: 4px;
-      }
-
-      > * {
-        flex: none;
-      }
-
-      &-title {
-        flex: auto;
-        overflow: hidden;
-        white-space: nowrap;
-        text-align: right;
-        text-overflow: ellipsis;
-      }
-
-      &-dropdown {
-        font-size: 10px;
-        transform: translateY(10%);
-        cursor: pointer;
-
-        &[disabled] {
-          cursor: not-allowed;
-        }
-      }
-    }
-
-    &-body {
-      display: flex;
-      flex: auto;
-      flex-direction: column;
-      overflow: hidden;
-      font-size: @font-size-base;
-
-      &-search-wrapper {
-        position: relative;
-        flex: none;
-        padding: @padding-sm;
-      }
-    }
-
-    &-content {
-      flex: auto;
-      margin: 0;
-      padding: 0;
-      overflow: auto;
-      list-style: none;
-
-      &-item {
-        display: flex;
-        align-items: center;
-        min-height: @transfer-item-height;
-        padding: @transfer-item-padding-vertical @control-padding-horizontal;
-        line-height: @transfer-item-height - 2 * @transfer-item-padding-vertical;
-        transition: all 0.3s;
-
-        > *:not(:last-child) {
-          margin-right: 8px;
-        }
-
-        > * {
-          flex: none;
-        }
-
-        &-text {
-          flex: auto;
-          overflow: hidden;
-          white-space: nowrap;
-          text-overflow: ellipsis;
-        }
-
-        &-remove {
-          .operation-unit();
-          position: relative;
-          color: @border-color-base;
-
-          &::after {
-            position: absolute;
-            top: -@transfer-item-padding-vertical;
-            right: -50%;
-            bottom: -@transfer-item-padding-vertical;
-            left: -50%;
-            content: '';
-          }
-
-          &:hover {
-            color: @link-hover-color;
-          }
-        }
-      }
-
-      &-item:not(&-item-disabled) {
-        &:hover {
-          background-color: @transfer-item-hover-bg;
-          cursor: pointer;
-        }
-
-        &.@{transfer-prefix-cls}-list-content-item-checked:hover {
-          background-color: @transfer-item-selected-hover-bg;
-        }
-      }
-
-      // Do not change hover style when `oneWay` mode
-      &-show-remove &-item:not(&-item-disabled):hover {
-        background: transparent;
-        cursor: default;
-      }
-
-      &-item-checked {
-        background-color: @item-active-bg;
-      }
-
-      &-item-disabled {
-        color: @btn-disable-color;
-        cursor: not-allowed;
-      }
-    }
-
-    &-pagination {
-      padding: @padding-xs 0;
-      text-align: right;
-      border-top: @border-width-base @border-style-base @border-color-split;
-    }
-
-    &-body-not-found {
-      flex: none;
-      width: 100%;
-      margin: auto 0;
-      color: @disabled-color;
-      text-align: center;
-    }
-
-    &-footer {
-      border-top: @border-width-base @border-style-base @border-color-split;
-    }
-  }
-
-  &-operation {
-    display: flex;
-    flex: none;
-    flex-direction: column;
-    align-self: center;
-    margin: 0 8px;
-    vertical-align: middle;
-
-    .@{ant-prefix}-btn {
-      display: block;
-
-      &:first-child {
-        margin-bottom: 4px;
-      }
-
-      .@{iconfont-css-prefix} {
-        font-size: 12px;
-      }
-    }
-  }
-
-  .@{ant-prefix}-empty-image {
-    max-height: (@transfer-header-height / 2) - 22;
-  }
-}
-
-@import './rtl';
diff --git a/components/transfer/style/index.tsx b/components/transfer/style/index.tsx
index 4bf2723fe7..84af98f252 100644
--- a/components/transfer/style/index.tsx
+++ b/components/transfer/style/index.tsx
@@ -1,13 +1,373 @@
-import '../../style/index.less';
-import './index.less';
-
-// style dependencies
-import '../../empty/style';
-import '../../checkbox/style';
-import '../../button/style';
-import '../../input/style';
-import '../../menu/style';
-import '../../dropdown/style';
-import '../../pagination/style';
-
-// deps-lint-skip: form
+import type { CSSObject } from '../../_util/cssinjs';
+
+import type { FullToken, GenerateStyle } from '../../theme/internal';
+import { genComponentStyleHook, mergeToken } from '../../theme/internal';
+import { resetComponent, resetIcon, textEllipsis } from '../../_style';
+
+export interface ComponentToken {
+  listWidth: number;
+  listWidthLG: number;
+  listHeight: number;
+}
+
+interface TransferToken extends FullToken<'Transfer'> {
+  transferItemHeight: number;
+  transferHeaderVerticalPadding: number;
+  transferItemPaddingVertical: number;
+  transferHeaderHeight: number;
+}
+
+const genTransferCustomizeStyle: GenerateStyle<TransferToken> = (
+  token: TransferToken,
+): CSSObject => {
+  const { antCls, componentCls, listHeight, controlHeightLG, marginXXS, margin } = token;
+
+  const tableCls = `${antCls}-table`;
+  const inputCls = `${antCls}-input`;
+
+  return {
+    [`${componentCls}-customize-list`]: {
+      [`${componentCls}-list`]: {
+        flex: '1 1 50%',
+        width: 'auto',
+        height: 'auto',
+        minHeight: listHeight,
+      },
+
+      // =================== Hook Components ===================
+      [`${tableCls}-wrapper`]: {
+        [`${tableCls}-small`]: {
+          border: 0,
+          borderRadius: 0,
+
+          [`${tableCls}-selection-column`]: {
+            width: controlHeightLG,
+            minWidth: controlHeightLG,
+          },
+        },
+
+        [`${tableCls}-pagination${tableCls}-pagination`]: {
+          margin: `${margin}px 0 ${marginXXS}px`,
+        },
+      },
+
+      [`${inputCls}[disabled]`]: {
+        backgroundColor: 'transparent',
+      },
+    },
+  };
+};
+
+const genTransferStatusColor = (token: TransferToken, color: string): CSSObject => {
+  const { componentCls, colorBorder } = token;
+  return {
+    [`${componentCls}-list`]: {
+      borderColor: color,
+
+      '&-search:not([disabled])': {
+        borderColor: colorBorder,
+      },
+    },
+  };
+};
+
+const genTransferStatusStyle: GenerateStyle<TransferToken> = (token: TransferToken): CSSObject => {
+  const { componentCls } = token;
+  return {
+    [`${componentCls}-status-error`]: {
+      ...genTransferStatusColor(token, token.colorError),
+    },
+    [`${componentCls}-status-warning`]: {
+      ...genTransferStatusColor(token, token.colorWarning),
+    },
+  };
+};
+
+const genTransferListStyle: GenerateStyle<TransferToken> = (token: TransferToken): CSSObject => {
+  const {
+    componentCls,
+    colorBorder,
+    colorSplit,
+    lineWidth,
+    transferItemHeight,
+    transferHeaderHeight,
+    transferHeaderVerticalPadding,
+    transferItemPaddingVertical,
+    controlItemBgActive,
+    controlItemBgActiveHover,
+    colorTextDisabled,
+    listHeight,
+    listWidth,
+    listWidthLG,
+    fontSizeIcon,
+    marginXS,
+    paddingSM,
+    lineType,
+    iconCls,
+    motionDurationSlow,
+  } = token;
+
+  return {
+    display: 'flex',
+    flexDirection: 'column',
+    width: listWidth,
+    height: listHeight,
+    border: `${lineWidth}px ${lineType} ${colorBorder}`,
+    borderRadius: token.borderRadiusLG,
+
+    '&-with-pagination': {
+      width: listWidthLG,
+      height: 'auto',
+    },
+
+    '&-search': {
+      [`${iconCls}-search`]: {
+        color: colorTextDisabled,
+      },
+    },
+
+    '&-header': {
+      display: 'flex',
+      flex: 'none',
+      alignItems: 'center',
+      height: transferHeaderHeight,
+      // border-top is on the transfer dom. We should minus 1px for this
+      padding: `${
+        transferHeaderVerticalPadding - lineWidth
+      }px ${paddingSM}px ${transferHeaderVerticalPadding}px`,
+      color: token.colorText,
+      background: token.colorBgContainer,
+      borderBottom: `${lineWidth}px ${lineType} ${colorSplit}`,
+      borderRadius: `${token.borderRadiusLG}px ${token.borderRadiusLG}px 0 0`,
+
+      '> *:not(:last-child)': {
+        marginInlineEnd: 4, // This is magic and fixed number, DO NOT use token since it may change.
+      },
+
+      '> *': {
+        flex: 'none',
+      },
+
+      '&-title': {
+        ...textEllipsis,
+        flex: 'auto',
+        textAlign: 'end',
+      },
+
+      '&-dropdown': {
+        ...resetIcon(),
+
+        fontSize: fontSizeIcon,
+        transform: 'translateY(10%)',
+        cursor: 'pointer',
+
+        '&[disabled]': {
+          cursor: 'not-allowed',
+        },
+      },
+    },
+
+    '&-body': {
+      display: 'flex',
+      flex: 'auto',
+      flexDirection: 'column',
+      overflow: 'hidden',
+      fontSize: token.fontSize,
+
+      '&-search-wrapper': {
+        position: 'relative',
+        flex: 'none',
+        padding: paddingSM,
+      },
+    },
+
+    '&-content': {
+      flex: 'auto',
+      margin: 0,
+      padding: 0,
+      overflow: 'auto',
+      listStyle: 'none',
+
+      '&-item': {
+        display: 'flex',
+        alignItems: 'center',
+        minHeight: transferItemHeight,
+        padding: `${transferItemPaddingVertical}px ${paddingSM}px`,
+        transition: `all ${motionDurationSlow}`,
+
+        '> *:not(:last-child)': {
+          marginInlineEnd: marginXS,
+        },
+
+        '> *': {
+          flex: 'none',
+        },
+
+        '&-text': {
+          ...textEllipsis,
+          flex: 'auto',
+        },
+
+        '&-remove': {
+          position: 'relative',
+          color: colorBorder,
+
+          cursor: 'pointer',
+          transition: `all ${motionDurationSlow}`,
+
+          '&:hover': {
+            color: token.colorLinkHover,
+          },
+
+          '&::after': {
+            position: 'absolute',
+            insert: `-${transferItemPaddingVertical}px -50%`,
+            content: '""',
+          },
+        },
+
+        [`&:not(${componentCls}-list-content-item-disabled)`]: {
+          '&:hover': {
+            backgroundColor: token.controlItemBgHover,
+            cursor: 'pointer',
+          },
+
+          [`&${componentCls}-list-content-item-checked:hover`]: {
+            backgroundColor: controlItemBgActiveHover,
+          },
+        },
+
+        '&-checked': {
+          backgroundColor: controlItemBgActive,
+        },
+
+        '&-disabled': {
+          color: colorTextDisabled,
+          cursor: 'not-allowed',
+        },
+      },
+
+      // Do not change hover style when `oneWay` mode
+      [`&-show-remove ${componentCls}-list-content-item:not(${componentCls}-list-content-item-disabled):hover`]:
+        {
+          background: 'transparent',
+          cursor: 'default',
+        },
+    },
+
+    '&-pagination': {
+      padding: `${token.paddingXS}px 0`,
+      textAlign: 'end',
+      borderTop: `${lineWidth}px ${lineType} ${colorSplit}`,
+    },
+
+    '&-body-not-found': {
+      flex: 'none',
+      width: '100%',
+      margin: 'auto 0',
+      color: colorTextDisabled,
+      textAlign: 'center',
+    },
+
+    '&-footer': {
+      borderTop: `${lineWidth}px ${lineType} ${colorSplit}`,
+    },
+  };
+};
+
+const genTransferStyle: GenerateStyle<TransferToken> = (token: TransferToken): CSSObject => {
+  const {
+    antCls,
+    iconCls,
+    componentCls,
+    transferHeaderHeight,
+    marginXS,
+    marginXXS,
+    fontSizeIcon,
+    fontSize,
+    lineHeight,
+  } = token;
+
+  return {
+    [componentCls]: {
+      ...resetComponent(token),
+
+      position: 'relative',
+      display: 'flex',
+      alignItems: 'stretch',
+
+      [`${componentCls}-disabled`]: {
+        [`${componentCls}-list`]: {
+          background: token.colorBgContainerDisabled,
+        },
+      },
+
+      [`${componentCls}-list`]: genTransferListStyle(token),
+
+      [`${componentCls}-operation`]: {
+        display: 'flex',
+        flex: 'none',
+        flexDirection: 'column',
+        alignSelf: 'center',
+        margin: `0 ${marginXS}px`,
+        verticalAlign: 'middle',
+
+        [`${antCls}-btn`]: {
+          display: 'block',
+
+          '&:first-child': {
+            marginBottom: marginXXS,
+          },
+
+          [iconCls]: {
+            fontSize: fontSizeIcon,
+          },
+        },
+      },
+
+      [`${antCls}-empty-image`]: {
+        maxHeight: transferHeaderHeight / 2 - Math.round(fontSize * lineHeight),
+      },
+    },
+  };
+};
+
+const genTransferRTLStyle: GenerateStyle<TransferToken> = (token: TransferToken): CSSObject => {
+  const { componentCls } = token;
+  return {
+    [`${componentCls}-rtl`]: {
+      direction: 'rtl',
+    },
+  };
+};
+
+// ============================== Export ==============================
+export default genComponentStyleHook(
+  'Transfer',
+  token => {
+    const { fontSize, lineHeight, lineWidth, controlHeightLG, controlHeight } = token;
+
+    const fontHeight = Math.round(fontSize * lineHeight);
+    const transferHeaderHeight = controlHeightLG;
+    const transferItemHeight = controlHeight;
+
+    const transferToken = mergeToken<TransferToken>(token, {
+      transferItemHeight,
+      transferHeaderHeight,
+      transferHeaderVerticalPadding: Math.ceil((transferHeaderHeight - lineWidth - fontHeight) / 2),
+      transferItemPaddingVertical: (transferItemHeight - fontHeight) / 2,
+    });
+
+    return [
+      genTransferStyle(transferToken),
+      genTransferCustomizeStyle(transferToken),
+      genTransferStatusStyle(transferToken),
+      genTransferRTLStyle(transferToken),
+    ];
+  },
+  {
+    listWidth: 180,
+    listHeight: 200,
+    listWidthLG: 250,
+  },
+);
diff --git a/components/transfer/style/rtl.less b/components/transfer/style/rtl.less
deleted file mode 100644
index ee9077e65d..0000000000
--- a/components/transfer/style/rtl.less
+++ /dev/null
@@ -1,71 +0,0 @@
-@import '../../style/themes/index';
-@import '../../style/mixins/index';
-@import '../../checkbox/style/mixin';
-
-@transfer-prefix-cls: ~'@{ant-prefix}-transfer';
-
-.@{transfer-prefix-cls} {
-  &-rtl {
-    direction: rtl;
-  }
-
-  &-list {
-    &-search {
-      .@{transfer-prefix-cls}-rtl & {
-        padding-right: @control-padding-horizontal-sm;
-        padding-left: 24px;
-      }
-
-      &-action {
-        .@{transfer-prefix-cls}-rtl & {
-          right: auto;
-          left: 12px;
-        }
-      }
-    }
-
-    &-header {
-      > *:not(:last-child) {
-        .@{transfer-prefix-cls}-rtl & {
-          margin-right: 0;
-          margin-left: 4px;
-        }
-      }
-
-      .@{transfer-prefix-cls}-rtl & {
-        right: 0;
-        left: auto;
-      }
-
-      &-title {
-        .@{transfer-prefix-cls}-rtl & {
-          text-align: left;
-        }
-      }
-    }
-
-    &-content {
-      &-item {
-        > *:not(:last-child) {
-          .@{transfer-prefix-cls}-rtl & {
-            margin-right: 0;
-            margin-left: 8px;
-          }
-        }
-      }
-    }
-
-    &-pagination {
-      .@{transfer-prefix-cls}-rtl & {
-        text-align: left;
-      }
-    }
-
-    &-footer {
-      .@{transfer-prefix-cls}-rtl & {
-        right: 0;
-        left: auto;
-      }
-    }
-  }
-}
diff --git a/components/transfer/style/status.less b/components/transfer/style/status.less
deleted file mode 100644
index a861223174..0000000000
--- a/components/transfer/style/status.less
+++ /dev/null
@@ -1,31 +0,0 @@
-@import '../../input/style/mixin';
-
-@transfer-prefix-cls: ~'@{ant-prefix}-transfer';
-
-.transfer-status-color(@color) {
-  .@{transfer-prefix-cls}-list {
-    border-color: @color;
-
-    &-search:not([disabled]) {
-      border-color: @input-border-color;
-
-      &:hover {
-        .hover();
-      }
-
-      &:focus {
-        .active();
-      }
-    }
-  }
-}
-
-.@{transfer-prefix-cls} {
-  &-status-error {
-    .transfer-status-color(@error-color);
-  }
-
-  &-status-warning {
-    .transfer-status-color(@warning-color);
-  }
-}