diff --git a/backend/src/main/java/com/openisle/controller/NotificationController.java b/backend/src/main/java/com/openisle/controller/NotificationController.java
index e007690a5..d25d2a808 100644
--- a/backend/src/main/java/com/openisle/controller/NotificationController.java
+++ b/backend/src/main/java/com/openisle/controller/NotificationController.java
@@ -24,19 +24,8 @@ public class NotificationController {
 
     @GetMapping
     public List<NotificationDto> list(@RequestParam(value = "read", required = false) Boolean read,
-                                      @RequestParam(value = "page", defaultValue = "0") int page,
-                                      @RequestParam(value = "size", defaultValue = "30") int size,
                                       Authentication auth) {
-        return notificationService.listNotifications(auth.getName(), read, page, size).stream()
-                .map(notificationMapper::toDto)
-                .collect(Collectors.toList());
-    }
-
-    @GetMapping("/unread")
-    public List<NotificationDto> listUnread(@RequestParam(value = "page", defaultValue = "0") int page,
-                                            @RequestParam(value = "size", defaultValue = "30") int size,
-                                            Authentication auth) {
-        return notificationService.listNotifications(auth.getName(), false, page, size).stream()
+        return notificationService.listNotifications(auth.getName(), read).stream()
                 .map(notificationMapper::toDto)
                 .collect(Collectors.toList());
     }
diff --git a/backend/src/main/java/com/openisle/repository/NotificationRepository.java b/backend/src/main/java/com/openisle/repository/NotificationRepository.java
index 90c5d9463..1e897b3a0 100644
--- a/backend/src/main/java/com/openisle/repository/NotificationRepository.java
+++ b/backend/src/main/java/com/openisle/repository/NotificationRepository.java
@@ -6,8 +6,6 @@ import com.openisle.model.Post;
 import com.openisle.model.Comment;
 import com.openisle.model.NotificationType;
 import org.springframework.data.jpa.repository.JpaRepository;
-import org.springframework.data.domain.Page;
-import org.springframework.data.domain.Pageable;
 
 import java.util.List;
 
@@ -15,8 +13,6 @@ import java.util.List;
 public interface NotificationRepository extends JpaRepository<Notification, Long> {
     List<Notification> findByUserOrderByCreatedAtDesc(User user);
     List<Notification> findByUserAndReadOrderByCreatedAtDesc(User user, boolean read);
-    Page<Notification> findByUserOrderByCreatedAtDesc(User user, Pageable pageable);
-    Page<Notification> findByUserAndReadOrderByCreatedAtDesc(User user, boolean read, Pageable pageable);
     long countByUserAndRead(User user, boolean read);
     List<Notification> findByPost(Post post);
     List<Notification> findByComment(Comment comment);
diff --git a/backend/src/main/java/com/openisle/service/NotificationService.java b/backend/src/main/java/com/openisle/service/NotificationService.java
index 638ffa35a..6ecf571e8 100644
--- a/backend/src/main/java/com/openisle/service/NotificationService.java
+++ b/backend/src/main/java/com/openisle/service/NotificationService.java
@@ -180,21 +180,15 @@ public class NotificationService {
         userRepository.save(user);
     }
 
-    public List<Notification> listNotifications(String username, Boolean read, int page, int size) {
+    public List<Notification> listNotifications(String username, Boolean read) {
         User user = userRepository.findByUsername(username)
                 .orElseThrow(() -> new com.openisle.exception.NotFoundException("User not found"));
         Set<NotificationType> disabled = user.getDisabledNotificationTypes();
-        org.springframework.data.domain.Pageable pageable =
-                org.springframework.data.domain.PageRequest.of(page, size);
         List<Notification> list;
         if (read == null) {
-            list = notificationRepository
-                    .findByUserOrderByCreatedAtDesc(user, pageable)
-                    .getContent();
+            list = notificationRepository.findByUserOrderByCreatedAtDesc(user);
         } else {
-            list = notificationRepository
-                    .findByUserAndReadOrderByCreatedAtDesc(user, read, pageable)
-                    .getContent();
+            list = notificationRepository.findByUserAndReadOrderByCreatedAtDesc(user, read);
         }
         return list.stream().filter(n -> !disabled.contains(n.getType())).collect(Collectors.toList());
     }
diff --git a/frontend_nuxt/pages/message.vue b/frontend_nuxt/pages/message.vue
index ace41178d..061eedd37 100644
--- a/frontend_nuxt/pages/message.vue
+++ b/frontend_nuxt/pages/message.vue
@@ -505,16 +505,13 @@
             </div>
           </template>
         </BaseTimeline>
-        <div v-if="hasMore" class="load-more">
-          <button class="load-more-button" @click="loadMore">加载更多</button>
-        </div>
       </div>
     </template>
   </div>
 </template>
 
 <script setup>
-import { computed, onMounted, ref, watch } from 'vue'
+import { computed, onMounted, ref } from 'vue'
 import BasePlaceholder from '~/components/BasePlaceholder.vue'
 import BaseTimeline from '~/components/BaseTimeline.vue'
 import NotificationContainer from '~/components/NotificationContainer.vue'
@@ -522,17 +519,12 @@ import { toast } from '~/main'
 import { authState, getToken } from '~/utils/auth'
 import { stripMarkdownLength } from '~/utils/markdown'
 import {
-  fetchAllNotifications,
-  fetchUnreadNotifications,
+  fetchNotifications,
   fetchUnreadCount,
-  isLoadingAll,
-  isLoadingUnread,
+  isLoadingMessage,
   markRead,
-  notificationsAll,
-  notificationsUnread,
+  notifications,
   markAllRead,
-  fetchNotificationPreferences,
-  updateNotificationPreference,
 } from '~/utils/notification'
 import TimeManager from '~/utils/time'
 
@@ -543,18 +535,8 @@ const selectedTab = ref(
   ['all', 'unread', 'control'].includes(route.query.tab) ? route.query.tab : 'unread',
 )
 const notificationPrefs = ref([])
-const pageAll = ref(0)
-const pageUnread = ref(0)
-const hasMoreAll = ref(true)
-const hasMoreUnread = ref(true)
 const filteredNotifications = computed(() =>
-  selectedTab.value === 'all' ? notificationsAll.value : notificationsUnread.value,
-)
-const isLoadingMessage = computed(() =>
-  selectedTab.value === 'all' ? isLoadingAll.value : isLoadingUnread.value,
-)
-const hasMore = computed(() =>
-  selectedTab.value === 'all' ? hasMoreAll.value : hasMoreUnread.value,
+  selectedTab.value === 'all' ? notifications.value : notifications.value.filter((n) => !n.read),
 )
 
 const fetchPrefs = async () => {
@@ -565,14 +547,7 @@ const togglePref = async (pref) => {
   const ok = await updateNotificationPreference(pref.type, !pref.enabled)
   if (ok) {
     pref.enabled = !pref.enabled
-    pageAll.value = 0
-    pageUnread.value = 0
-    const countAll = await fetchAllNotifications(0)
-    const countUnread = await fetchUnreadNotifications(0)
-    pageAll.value = 1
-    pageUnread.value = 1
-    hasMoreAll.value = countAll === 30
-    hasMoreUnread.value = countUnread === 30
+    await fetchNotifications()
     await fetchUnreadCount()
   } else {
     toast.error('操作失败')
@@ -652,34 +627,9 @@ const formatType = (t) => {
   }
 }
 
-const loadMore = async () => {
-  if (selectedTab.value === 'all') {
-    const c = await fetchAllNotifications(pageAll.value)
-    pageAll.value++
-    if (c < 30) hasMoreAll.value = false
-  } else {
-    const c = await fetchUnreadNotifications(pageUnread.value)
-    pageUnread.value++
-    if (c < 30) hasMoreUnread.value = false
-  }
-}
-
-onMounted(async () => {
-  await fetchPrefs()
-  await loadMore()
-  await fetchUnreadCount()
-})
-
-watch(selectedTab, async (tab) => {
-  if (tab === 'all' && notificationsAll.value.length === 0) {
-    pageAll.value = 0
-    hasMoreAll.value = true
-    await loadMore()
-  } else if (tab === 'unread' && notificationsUnread.value.length === 0) {
-    pageUnread.value = 0
-    hasMoreUnread.value = true
-    await loadMore()
-  }
+onActivated(() => {
+  fetchNotifications()
+  fetchPrefs()
 })
 </script>
 
@@ -741,19 +691,6 @@ watch(selectedTab, async (tab) => {
   height: 100%;
 }
 
-.load-more {
-  text-align: center;
-}
-
-.load-more-button {
-  margin: 10px auto;
-  padding: 6px 12px;
-  border: 1px solid var(--normal-border-color);
-  border-radius: 6px;
-  background: transparent;
-  cursor: pointer;
-}
-
 .notif-content {
   display: flex;
   flex-direction: column;
diff --git a/frontend_nuxt/utils/notification.js b/frontend_nuxt/utils/notification.js
index 882c9249d..7c0245b94 100644
--- a/frontend_nuxt/utils/notification.js
+++ b/frontend_nuxt/utils/notification.js
@@ -116,251 +116,210 @@ export async function updateNotificationPreference(type, enabled) {
  * @returns
  */
 function createFetchNotifications() {
-  const notificationsAll = ref([])
-  const notificationsUnread = ref([])
-  const isLoadingAll = ref(false)
-  const isLoadingUnread = ref(false)
-  const pageSize = 30
-
-  function pushNotification(n, target) {
-    if (n.type === 'COMMENT_REPLY') {
-      target.push({
-        ...n,
-        src: n.comment.author.avatar,
-        iconClick: () => {
-          markRead(n.id)
-          navigateTo(`/users/${n.comment.author.id}`, { replace: true })
-        },
-      })
-    } else if (n.type === 'REACTION') {
-      target.push({
-        ...n,
-        emoji: reactionEmojiMap[n.reactionType],
-        iconClick: () => {
-          if (n.fromUser) {
-            markRead(n.id)
-            navigateTo(`/users/${n.fromUser.id}`, { replace: true })
-          }
-        },
-      })
-    } else if (n.type === 'POST_VIEWED') {
-      target.push({
-        ...n,
-        src: n.fromUser ? n.fromUser.avatar : null,
-        icon: n.fromUser ? undefined : iconMap[n.type],
-        iconClick: () => {
-          if (n.fromUser) {
-            markRead(n.id)
-            navigateTo(`/users/${n.fromUser.id}`, { replace: true })
-          }
-        },
-      })
-    } else if (n.type === 'LOTTERY_WIN') {
-      target.push({
-        ...n,
-        icon: iconMap[n.type],
-        iconClick: () => {
-          if (n.post) {
-            markRead(n.id)
-            router.push(`/posts/${n.post.id}`)
-          }
-        },
-      })
-    } else if (n.type === 'LOTTERY_DRAW') {
-      target.push({
-        ...n,
-        icon: iconMap[n.type],
-        iconClick: () => {
-          if (n.post) {
-            markRead(n.id)
-            router.push(`/posts/${n.post.id}`)
-          }
-        },
-      })
-    } else if (n.type === 'POST_UPDATED') {
-      target.push({
-        ...n,
-        src: n.comment.author.avatar,
-        iconClick: () => {
-          markRead(n.id)
-          navigateTo(`/users/${n.comment.author.id}`, { replace: true })
-        },
-      })
-    } else if (n.type === 'USER_ACTIVITY') {
-      target.push({
-        ...n,
-        src: n.comment.author.avatar,
-        iconClick: () => {
-          markRead(n.id)
-          navigateTo(`/users/${n.comment.author.id}`, { replace: true })
-        },
-      })
-    } else if (n.type === 'MENTION') {
-      target.push({
-        ...n,
-        icon: iconMap[n.type],
-        iconClick: () => {
-          if (n.fromUser) {
-            markRead(n.id)
-            navigateTo(`/users/${n.fromUser.id}`, { replace: true })
-          }
-        },
-      })
-    } else if (n.type === 'USER_FOLLOWED' || n.type === 'USER_UNFOLLOWED') {
-      target.push({
-        ...n,
-        icon: iconMap[n.type],
-        iconClick: () => {
-          if (n.fromUser) {
-            markRead(n.id)
-            navigateTo(`/users/${n.fromUser.id}`, { replace: true })
-          }
-        },
-      })
-    } else if (n.type === 'FOLLOWED_POST') {
-      target.push({
-        ...n,
-        icon: iconMap[n.type],
-        iconClick: () => {
-          if (n.post) {
-            markRead(n.id)
-            navigateTo(`/posts/${n.post.id}`, { replace: true })
-          }
-        },
-      })
-    } else if (n.type === 'POST_SUBSCRIBED' || n.type === 'POST_UNSUBSCRIBED') {
-      target.push({
-        ...n,
-        icon: iconMap[n.type],
-        iconClick: () => {
-          if (n.post) {
-            markRead(n.id)
-            navigateTo(`/posts/${n.post.id}`, { replace: true })
-          }
-        },
-      })
-    } else if (n.type === 'POST_REVIEW_REQUEST') {
-      target.push({
-        ...n,
-        src: n.fromUser ? n.fromUser.avatar : null,
-        icon: n.fromUser ? undefined : iconMap[n.type],
-        iconClick: () => {
-          if (n.post) {
-            markRead(n.id)
-            navigateTo(`/posts/${n.post.id}`, { replace: true })
-          }
-        },
-      })
-    } else if (n.type === 'REGISTER_REQUEST') {
-      target.push({
-        ...n,
-        icon: iconMap[n.type],
-        iconClick: () => {},
-      })
-    } else {
-      target.push({
-        ...n,
-        icon: iconMap[n.type],
-      })
-    }
-  }
-
-  async function fetchAllNotifications(page = 0) {
+  const notifications = ref([])
+  const isLoadingMessage = ref(false)
+  const fetchNotifications = async () => {
     const config = useRuntimeConfig()
     const API_BASE_URL = config.public.apiBaseUrl
-    try {
-      const token = getToken()
-      if (!token) {
-        toast.error('请先登录')
-        return
+    if (isLoadingMessage && notifications && markRead) {
+      try {
+        const token = getToken()
+        if (!token) {
+          toast.error('请先登录')
+          return
+        }
+        isLoadingMessage.value = true
+        notifications.value = []
+        const res = await fetch(`${API_BASE_URL}/api/notifications`, {
+          headers: {
+            Authorization: `Bearer ${token}`,
+          },
+        })
+        isLoadingMessage.value = false
+        if (!res.ok) {
+          toast.error('获取通知失败')
+          return
+        }
+        const data = await res.json()
+
+        for (const n of data) {
+          if (n.type === 'COMMENT_REPLY') {
+            notifications.value.push({
+              ...n,
+              src: n.comment.author.avatar,
+              iconClick: () => {
+                markRead(n.id)
+                navigateTo(`/users/${n.comment.author.id}`, { replace: true })
+              },
+            })
+          } else if (n.type === 'REACTION') {
+            notifications.value.push({
+              ...n,
+              emoji: reactionEmojiMap[n.reactionType],
+              iconClick: () => {
+                if (n.fromUser) {
+                  markRead(n.id)
+                  navigateTo(`/users/${n.fromUser.id}`, { replace: true })
+                }
+              },
+            })
+          } else if (n.type === 'POST_VIEWED') {
+            notifications.value.push({
+              ...n,
+              src: n.fromUser ? n.fromUser.avatar : null,
+              icon: n.fromUser ? undefined : iconMap[n.type],
+              iconClick: () => {
+                if (n.fromUser) {
+                  markRead(n.id)
+                  navigateTo(`/users/${n.fromUser.id}`, { replace: true })
+                }
+              },
+            })
+          } else if (n.type === 'LOTTERY_WIN') {
+            notifications.value.push({
+              ...n,
+              icon: iconMap[n.type],
+              iconClick: () => {
+                if (n.post) {
+                  markRead(n.id)
+                  router.push(`/posts/${n.post.id}`)
+                }
+              },
+            })
+          } else if (n.type === 'LOTTERY_DRAW') {
+            notifications.value.push({
+              ...n,
+              icon: iconMap[n.type],
+              iconClick: () => {
+                if (n.post) {
+                  markRead(n.id)
+                  router.push(`/posts/${n.post.id}`)
+                }
+              },
+            })
+          } else if (n.type === 'POST_UPDATED') {
+            notifications.value.push({
+              ...n,
+              src: n.comment.author.avatar,
+              iconClick: () => {
+                markRead(n.id)
+                navigateTo(`/users/${n.comment.author.id}`, { replace: true })
+              },
+            })
+          } else if (n.type === 'USER_ACTIVITY') {
+            notifications.value.push({
+              ...n,
+              src: n.comment.author.avatar,
+              iconClick: () => {
+                markRead(n.id)
+                navigateTo(`/users/${n.comment.author.id}`, { replace: true })
+              },
+            })
+          } else if (n.type === 'MENTION') {
+            notifications.value.push({
+              ...n,
+              icon: iconMap[n.type],
+              iconClick: () => {
+                if (n.fromUser) {
+                  markRead(n.id)
+                  navigateTo(`/users/${n.fromUser.id}`, { replace: true })
+                }
+              },
+            })
+          } else if (n.type === 'USER_FOLLOWED' || n.type === 'USER_UNFOLLOWED') {
+            notifications.value.push({
+              ...n,
+              icon: iconMap[n.type],
+              iconClick: () => {
+                if (n.fromUser) {
+                  markRead(n.id)
+                  navigateTo(`/users/${n.fromUser.id}`, { replace: true })
+                }
+              },
+            })
+          } else if (n.type === 'FOLLOWED_POST') {
+            notifications.value.push({
+              ...n,
+              icon: iconMap[n.type],
+              iconClick: () => {
+                if (n.post) {
+                  markRead(n.id)
+                  navigateTo(`/posts/${n.post.id}`, { replace: true })
+                }
+              },
+            })
+          } else if (n.type === 'POST_SUBSCRIBED' || n.type === 'POST_UNSUBSCRIBED') {
+            notifications.value.push({
+              ...n,
+              icon: iconMap[n.type],
+              iconClick: () => {
+                if (n.post) {
+                  markRead(n.id)
+                  navigateTo(`/posts/${n.post.id}`, { replace: true })
+                }
+              },
+            })
+          } else if (n.type === 'POST_REVIEW_REQUEST') {
+            notifications.value.push({
+              ...n,
+              src: n.fromUser ? n.fromUser.avatar : null,
+              icon: n.fromUser ? undefined : iconMap[n.type],
+              iconClick: () => {
+                if (n.post) {
+                  markRead(n.id)
+                  navigateTo(`/posts/${n.post.id}`, { replace: true })
+                }
+              },
+            })
+          } else if (n.type === 'REGISTER_REQUEST') {
+            notifications.value.push({
+              ...n,
+              icon: iconMap[n.type],
+              iconClick: () => {},
+            })
+          } else {
+            notifications.value.push({
+              ...n,
+              icon: iconMap[n.type],
+            })
+          }
+        }
+      } catch (e) {
+        console.error(e)
       }
-      isLoadingAll.value = true
-      const res = await fetch(`${API_BASE_URL}/api/notifications?page=${page}&size=${pageSize}`, {
-        headers: { Authorization: `Bearer ${token}` },
-      })
-      isLoadingAll.value = false
-      if (!res.ok) {
-        toast.error('获取通知失败')
-        return
-      }
-      const data = await res.json()
-      if (page === 0) notificationsAll.value = []
-      for (const n of data) {
-        pushNotification(n, notificationsAll.value)
-      }
-      return data.length
-    } catch (e) {
-      console.error(e)
-      return 0
     }
   }
 
-  async function fetchUnreadNotifications(page = 0) {
-    const config = useRuntimeConfig()
-    const API_BASE_URL = config.public.apiBaseUrl
-    try {
-      const token = getToken()
-      if (!token) {
-        toast.error('请先登录')
-        return
-      }
-      isLoadingUnread.value = true
-      const res = await fetch(
-        `${API_BASE_URL}/api/notifications/unread?page=${page}&size=${pageSize}`,
-        { headers: { Authorization: `Bearer ${token}` } },
-      )
-      isLoadingUnread.value = false
-      if (!res.ok) {
-        toast.error('获取通知失败')
-        return
-      }
-      const data = await res.json()
-      if (page === 0) notificationsUnread.value = []
-      for (const n of data) {
-        pushNotification(n, notificationsUnread.value)
-      }
-      return data.length
-    } catch (e) {
-      console.error(e)
-      return 0
-    }
-  }
-
-  async function markRead(id) {
+  const markRead = async (id) => {
     if (!id) return
-    const nAll = notificationsAll.value.find((n) => n.id === id)
-    const nUnreadIndex = notificationsUnread.value.findIndex((n) => n.id === id)
-    const target = nAll || notificationsUnread.value[nUnreadIndex]
-    if (!target || target.read) return
-    target.read = true
-    if (nUnreadIndex !== -1) notificationsUnread.value.splice(nUnreadIndex, 1)
+    const n = notifications.value.find((n) => n.id === id)
+    if (!n || n.read) return
+    n.read = true
     if (notificationState.unreadCount > 0) notificationState.unreadCount--
     const ok = await markNotificationsRead([id])
     if (!ok) {
-      target.read = false
-      if (nUnreadIndex !== -1) notificationsUnread.value.splice(nUnreadIndex, 0, target)
+      n.read = false
       notificationState.unreadCount++
     } else {
       fetchUnreadCount()
     }
   }
 
-  async function markAllRead() {
-    const ids = [
-      ...new Set(
-        [...notificationsAll.value, ...notificationsUnread.value]
-          .filter((n) => n.type !== 'REGISTER_REQUEST' && !n.read)
-          .map((n) => n.id),
-      ),
-    ]
-    if (ids.length === 0) return
-    notificationsAll.value.forEach((n) => {
+  const markAllRead = async () => {
+    // 除了 REGISTER_REQUEST 类型消息
+    const idsToMark = notifications.value
+      .filter((n) => n.type !== 'REGISTER_REQUEST' && !n.read)
+      .map((n) => n.id)
+    if (idsToMark.length === 0) return
+    notifications.value.forEach((n) => {
       if (n.type !== 'REGISTER_REQUEST') n.read = true
     })
-    notificationsUnread.value = []
-    notificationState.unreadCount = 0
-    const ok = await markNotificationsRead(ids)
+    notificationState.unreadCount = notifications.value.filter((n) => !n.read).length
+    const ok = await markNotificationsRead(idsToMark)
     if (!ok) {
+      notifications.value.forEach((n) => {
+        if (idsToMark.includes(n.id)) n.read = false
+      })
       await fetchUnreadCount()
       return
     }
@@ -371,26 +330,15 @@ function createFetchNotifications() {
       toast.success('已读所有消息')
     }
   }
-
   return {
-    fetchAllNotifications,
-    fetchUnreadNotifications,
+    fetchNotifications,
+    markRead,
+    notifications,
+    isLoadingMessage,
     markRead,
-    notificationsAll,
-    notificationsUnread,
-    isLoadingAll,
-    isLoadingUnread,
     markAllRead,
   }
 }
 
-export const {
-  fetchAllNotifications,
-  fetchUnreadNotifications,
-  markRead,
-  notificationsAll,
-  notificationsUnread,
-  isLoadingAll,
-  isLoadingUnread,
-  markAllRead,
-} = createFetchNotifications()
+export const { fetchNotifications, markRead, notifications, isLoadingMessage, markAllRead } =
+  createFetchNotifications()