diff --git a/web/src/components/MemoEditor/ActionButton/MemoVisibilitySelector.tsx b/web/src/components/MemoEditor/ActionButton/MemoVisibilitySelector.tsx
deleted file mode 100644
index 1d876193..00000000
--- a/web/src/components/MemoEditor/ActionButton/MemoVisibilitySelector.tsx
+++ /dev/null
@@ -1,41 +0,0 @@
-import { toLower } from "lodash-es";
-import Selector from "@/components/kit/Selector";
-import { VISIBILITY_SELECTOR_ITEMS } from "@/helpers/consts";
-import { useGlobalStore } from "@/store/module";
-import { useTranslate } from "@/utils/i18n";
-
-interface Props {
-  value: Visibility;
-  onChange: (value: Visibility) => void;
-}
-
-const MemoVisibilitySelector = (props: Props) => {
-  const { value, onChange } = props;
-  const t = useTranslate();
-  const {
-    state: { systemStatus },
-  } = useGlobalStore();
-  const memoVisibilityOptionSelectorItems = VISIBILITY_SELECTOR_ITEMS.map((item) => {
-    return {
-      value: item.value,
-      text: t(`memo.visibility.${toLower(item.value) as Lowercase<typeof item.value>}`),
-    };
-  });
-
-  const handleMemoVisibilityOptionChanged = async (visibility: string) => {
-    onChange(visibility as Visibility);
-  };
-
-  return (
-    <Selector
-      className="visibility-selector"
-      disabled={systemStatus.disablePublicMemos}
-      tooltipTitle={t("memo.visibility.disabled")}
-      value={value}
-      dataSource={memoVisibilityOptionSelectorItems}
-      handleValueChanged={handleMemoVisibilityOptionChanged}
-    />
-  );
-};
-
-export default MemoVisibilitySelector;
diff --git a/web/src/components/MemoEditor/index.tsx b/web/src/components/MemoEditor/index.tsx
index 735b429f..91cad174 100644
--- a/web/src/components/MemoEditor/index.tsx
+++ b/web/src/components/MemoEditor/index.tsx
@@ -462,8 +462,8 @@ const MemoEditor = (props: Props) => {
             }}
           >
             {VISIBILITY_SELECTOR_ITEMS.map((item) => (
-              <Option key={item.value} value={item.value} className="whitespace-nowrap">
-                {item.text}
+              <Option key={item} value={item} className="whitespace-nowrap">
+                {t(`memo.visibility.${item.toLowerCase() as Lowercase<typeof item>}`)}
               </Option>
             ))}
           </Select>
diff --git a/web/src/components/Settings/PreferencesSection.tsx b/web/src/components/Settings/PreferencesSection.tsx
index 0948a831..349a8dd5 100644
--- a/web/src/components/Settings/PreferencesSection.tsx
+++ b/web/src/components/Settings/PreferencesSection.tsx
@@ -7,6 +7,7 @@ import { useTranslate } from "@/utils/i18n";
 import AppearanceSelect from "../AppearanceSelect";
 import LearnMore from "../LearnMore";
 import LocaleSelect from "../LocaleSelect";
+import VisibilityIcon from "../VisibilityIcon";
 import "@/less/settings/preferences-section.less";
 
 const PreferencesSection = () => {
@@ -16,12 +17,6 @@ const PreferencesSection = () => {
   const { appearance, locale } = globalStore.state;
   const { setting, localSetting } = userStore.state.user as User;
   const [telegramUserId, setTelegramUserId] = useState<string>(setting.telegramUserId);
-  const visibilitySelectorItems = VISIBILITY_SELECTOR_ITEMS.map((item) => {
-    return {
-      value: item.value,
-      text: t(`memo.visibility.${item.value.toLowerCase() as Lowercase<typeof item.value>}`),
-    };
-  });
 
   const dailyReviewTimeOffsetOptions: number[] = [...Array(24).keys()];
 
@@ -78,15 +73,16 @@ const PreferencesSection = () => {
         <Select
           className="!min-w-fit"
           value={setting.memoVisibility}
+          startDecorator={<VisibilityIcon visibility={setting.memoVisibility} />}
           onChange={(_, visibility) => {
             if (visibility) {
               handleDefaultMemoVisibilityChanged(visibility);
             }
           }}
         >
-          {visibilitySelectorItems.map((item) => (
-            <Option key={item.value} value={item.value}>
-              {item.text}
+          {VISIBILITY_SELECTOR_ITEMS.map((item) => (
+            <Option key={item} value={item} className="whitespace-nowrap">
+              {t(`memo.visibility.${item.toLowerCase() as Lowercase<typeof item>}`)}
             </Option>
           ))}
         </Select>
diff --git a/web/src/components/kit/Selector.tsx b/web/src/components/kit/Selector.tsx
deleted file mode 100644
index 2b0585c0..00000000
--- a/web/src/components/kit/Selector.tsx
+++ /dev/null
@@ -1,113 +0,0 @@
-import { Tooltip } from "@mui/joy";
-import { memo, useEffect, useRef } from "react";
-import useToggle from "react-use/lib/useToggle";
-import { useTranslate } from "@/utils/i18n";
-import Icon from "../Icon";
-import "@/less/common/selector.less";
-
-interface SelectorItem {
-  text: string;
-  value: string;
-}
-
-interface Props {
-  className?: string;
-  value: string;
-  dataSource: SelectorItem[];
-  handleValueChanged?: (value: string) => void;
-  disabled?: boolean;
-  tooltipTitle?: string;
-}
-
-const nullItem = {
-  text: "common.select" as const,
-  value: "",
-};
-
-const Selector: React.FC<Props> = (props: Props) => {
-  const { className, dataSource, handleValueChanged, value, disabled, tooltipTitle } = props;
-  const t = useTranslate();
-  const [showSelector, toggleSelectorStatus] = useToggle(false);
-
-  const selectorElRef = useRef<HTMLDivElement>(null);
-
-  let currentItem = { text: t(nullItem.text), value: nullItem.value };
-  for (const d of dataSource) {
-    if (d.value === value) {
-      currentItem = d;
-      break;
-    }
-  }
-
-  useEffect(() => {
-    if (showSelector) {
-      const handleClickOutside = (event: MouseEvent) => {
-        if (!selectorElRef.current?.contains(event.target as Node)) {
-          toggleSelectorStatus(false);
-        }
-      };
-      window.addEventListener("click", handleClickOutside, {
-        capture: true,
-        once: true,
-      });
-    }
-  }, [showSelector]);
-
-  const handleItemClick = (item: SelectorItem) => {
-    if (handleValueChanged) {
-      handleValueChanged(item.value);
-    }
-    toggleSelectorStatus(false);
-  };
-
-  const handleCurrentValueClick = (event: React.MouseEvent) => {
-    if (disabled) return;
-    event.stopPropagation();
-    toggleSelectorStatus();
-  };
-
-  return (
-    <Tooltip title={tooltipTitle} hidden={!disabled}>
-      <div className={`selector-wrapper ${className ?? ""} `} ref={selectorElRef}>
-        <div
-          className={`current-value-container ${showSelector ? "active" : ""} ${disabled && "selector-disabled"}`}
-          onClick={handleCurrentValueClick}
-        >
-          {disabled && (
-            <span className="lock-text">
-              <Icon.Lock className="icon-img" />
-            </span>
-          )}
-          <span className="value-text">{currentItem.text}</span>
-          {!disabled && (
-            <span className="arrow-text">
-              <Icon.ChevronDown className="icon-img" />
-            </span>
-          )}
-        </div>
-
-        <div className={`items-wrapper ${showSelector ? "" : "!hidden"}`}>
-          {dataSource.length > 0 ? (
-            dataSource.map((d) => {
-              return (
-                <div
-                  className={`item-container ${d.value === value ? "selected" : ""}`}
-                  key={d.value}
-                  onClick={() => {
-                    handleItemClick(d);
-                  }}
-                >
-                  {d.text}
-                </div>
-              );
-            })
-          ) : (
-            <p className="tip-text">{t("common.null")}</p>
-          )}
-        </div>
-      </div>
-    </Tooltip>
-  );
-};
-
-export default memo(Selector);
diff --git a/web/src/helpers/consts.ts b/web/src/helpers/consts.ts
index 907e2ab1..68ef77ec 100644
--- a/web/src/helpers/consts.ts
+++ b/web/src/helpers/consts.ts
@@ -7,11 +7,7 @@ export const ANIMATION_DURATION = 200;
 // millisecond in a day
 export const DAILY_TIMESTAMP = 3600 * 24 * 1000;
 
-export const VISIBILITY_SELECTOR_ITEMS = [
-  { text: "Private", value: "PRIVATE" },
-  { text: "Workspace", value: "PROTECTED" },
-  { text: "Public", value: "PUBLIC" },
-] as const;
+export const VISIBILITY_SELECTOR_ITEMS = ["PRIVATE", "PROTECTED", "PUBLIC"] as const;
 
 // space width for tab action in editor
 export const TAB_SPACE_WIDTH = 2;
diff --git a/web/src/less/common/selector.less b/web/src/less/common/selector.less
deleted file mode 100644
index fbd018ba..00000000
--- a/web/src/less/common/selector.less
+++ /dev/null
@@ -1,55 +0,0 @@
-.selector-wrapper {
-  @apply flex flex-col justify-start items-start relative h-8;
-
-  > .current-value-container {
-    @apply flex flex-row justify-between items-center w-full h-full rounded px-2 pr-1 bg-white dark:bg-zinc-700 dark:border-zinc-600 border cursor-pointer select-none;
-
-    &:hover,
-    &.active {
-      @apply bg-gray-100 dark:bg-zinc-700;
-    }
-
-    > .value-text {
-      @apply text-sm mr-0 truncate dark:text-gray-300;
-      width: calc(100% - 20px);
-    }
-
-    > .lock-text {
-      @apply flex flex-row justify-center items-center w-4 shrink-0 mr-1;
-    }
-
-    > .arrow-text {
-      @apply flex flex-row justify-center items-center w-4 shrink-0;
-
-      > .icon-img {
-        @apply w-4 h-auto opacity-40 dark:text-gray-300;
-      }
-    }
-  }
-
-  > .items-wrapper {
-    @apply flex flex-col justify-start items-start absolute top-full left-0 w-auto p-1 mt-1 -ml-2 bg-white dark:bg-zinc-800 dark:border-zinc-600 rounded-md overflow-y-auto z-1 hide-scrollbar;
-    min-width: calc(100% + 16px);
-    max-height: 256px;
-    box-shadow: 0 0 8px 0 rgb(0 0 0 / 20%);
-
-    > .item-container {
-      @apply flex flex-col justify-start items-start w-full px-3 text-sm select-none leading-8 cursor-pointer rounded whitespace-nowrap dark:text-gray-200 hover:bg-gray-100 dark:hover:bg-zinc-600;
-
-      &.selected {
-        @apply text-green-600;
-      }
-    }
-
-    > .tip-text {
-      @apply px-3 py-1 text-sm text-gray-600;
-    }
-  }
-
-  > .selector-disabled {
-    @apply cursor-not-allowed;
-    @apply pointer-events-none;
-
-    @apply bg-gray-200 dark:bg-zinc-700 dark:border-zinc-600 text-gray-400;
-  }
-}
diff --git a/web/src/pages/MemoDetail.tsx b/web/src/pages/MemoDetail.tsx
index cd7de15f..933f1216 100644
--- a/web/src/pages/MemoDetail.tsx
+++ b/web/src/pages/MemoDetail.tsx
@@ -156,8 +156,8 @@ const MemoDetail = () => {
                       }}
                     >
                       {VISIBILITY_SELECTOR_ITEMS.map((item) => (
-                        <Option key={item.value} value={item.value} className="whitespace-nowrap">
-                          {item.text}
+                        <Option key={item} value={item} className="whitespace-nowrap">
+                          {t(`memo.visibility.${item.toLowerCase() as Lowercase<typeof item>}`)}
                         </Option>
                       ))}
                     </Select>