diff --git a/frontend/src/components/business/MeetingCreateDrawer.tsx b/frontend/src/components/business/MeetingCreateDrawer.tsx
index f711500..8598e4a 100644
--- a/frontend/src/components/business/MeetingCreateDrawer.tsx
+++ b/frontend/src/components/business/MeetingCreateDrawer.tsx
@@ -142,7 +142,8 @@ export const MeetingCreateDrawer: React.FC<MeetingCreateDrawerProps> = ({ open,
     const currentTitle = form.getFieldValue('title');
     if (currentTitle && (currentTitle.startsWith('文件会议') || currentTitle.startsWith('实时会议'))) {
       form.setFieldsValue({
-        title: type === 'upload' ? `文件会议 ${dayjs().format("MM-DD HH:mm")}` : `实时会议 ${dayjs().format("MM-DD HH:mm")}`
+        title: type === 'upload' ? `文件会议 ${dayjs().format("MM-DD HH:mm")}` : `实时会议 ${dayjs().format("MM-DD HH:mm")}`,
+        useSpkId: 1
       });
     }
   }, [type, form, open]);
@@ -197,10 +198,7 @@ export const MeetingCreateDrawer: React.FC<MeetingCreateDrawerProps> = ({ open,
         onSuccess();
         onCancel();
       } else {
-        const selectedHotwords = (values.hotWords?.length
-          ? hotwordList.filter((item) => values.hotWords.includes(item.word))
-          : hotwordList
-        ).map((item) => ({
+        const selectedHotwords = hotwordList.map((item) => ({
           hotword: item.word,
           weight: Number(item.weight || 2) / 10,
         }));
@@ -218,7 +216,6 @@ export const MeetingCreateDrawer: React.FC<MeetingCreateDrawerProps> = ({ open,
           enableItn: meetingValues.enableItn !== false,
           enableTextRefine: !!meetingValues.enableTextRefine,
           saveAudio: !!meetingValues.saveAudio,
-          hotWords: meetingValues.hotWords,
         };
 
         const res = await createRealtimeMeeting(payload);
@@ -390,36 +387,28 @@ export const MeetingCreateDrawer: React.FC<MeetingCreateDrawerProps> = ({ open,
             )}
           </Form.Item>
 
-          <Row gutter={32}>
-            <Col span={24}>
-              <Form.Item name="hotWords" label={<span>热词增强 <Tooltip title="不选择时将带上系统当前启用的热词"><QuestionCircleOutlined /></Tooltip></span>}>
-                <Select mode="multiple" allowClear placeholder="请选择需要增强识别的热词" size="large" style={{ width: '100%' }}>
-                  {hotwordList.map((item) => (
-                    <Option key={item.word} value={item.word}>{item.word}</Option>
-                  ))}
-                </Select>
-              </Form.Item>
-            </Col>
-          </Row>
-
           <Collapse
             ghost
             expandIconPosition="end"
-            style={{ marginBottom: 24, background: 'var(--app-bg-layout)', borderRadius: 8 }}
+            style={{ marginBottom: 24, background: 'var(--app-bg-surface)', border: '1px solid var(--app-border-color)', borderRadius: 8, overflow: 'hidden' }}
             items={[
               {
                 key: 'advanced',
                 label: (
-                  <span style={{ fontWeight: 500, color: 'var(--app-text-secondary)' }}>
-                    <SettingOutlined style={{ marginRight: 8 }} />
-                    高级设置
-                  </span>
+                  <div style={{ display: 'flex', alignItems: 'center', width: '100%', height: '32px' }}>
+                    <div style={{ display: 'flex', alignItems: 'center', fontWeight: 600, color: 'var(--app-text-main)', fontSize: 15 }}>
+                      <div style={{ width: 32, height: 32, borderRadius: 8, background: '#f0f5ff', color: '#1677ff', display: 'flex', alignItems: 'center', justifyContent: 'center', marginRight: 12 }}>
+                        <SettingOutlined style={{ fontSize: 16 }} />
+                      </div>
+                      高级设置
+                    </div>
+                  </div>
                 ),
                 children: (
-                  <div style={{ paddingTop: 8 }}>
+                  <div style={{ paddingTop: 8, borderTop: '1px dashed var(--app-border-color)' }}>
                     <Row gutter={32}>
                       <Col span={8}>
-                        <Form.Item name="useSpkId" label={<span>声纹区分 <Tooltip title="开启后将尝试区分不同发言人"><QuestionCircleOutlined /></Tooltip></span>} valuePropName="checked" getValueProps={(v) => ({ checked: v === 1 || v === true })} normalize={(v) => (v ? 1 : 0)}>
+                        <Form.Item name="useSpkId" label={<span>声纹区分 <Tooltip title="开启后将尝试区分不同发言人"><QuestionCircleOutlined /></Tooltip></span>} valuePropName="checked" getValueProps={(v) => ({ checked: !!v })} normalize={(v) => (v ? 1 : 0)}>
                           <Switch />
                         </Form.Item>
                       </Col>
diff --git a/frontend/src/pages/home/index.less b/frontend/src/pages/home/index.less
index 8557be2..03f461e 100644
--- a/frontend/src/pages/home/index.less
+++ b/frontend/src/pages/home/index.less
@@ -285,8 +285,8 @@
 
   .home-section-header {
     display: flex;
-    align-items: baseline;
-    gap: 16px;
+    align-items: center;
+    justify-content: space-between;
     margin-bottom: 24px;
     
     h3 {
@@ -298,14 +298,21 @@
   }
 
   .home-view-all {
-    display: none;
+    font-size: 14px;
+    display: flex;
+    align-items: center;
+    padding: 0;
+    margin-left: auto;
   }
 
   .home-recent-grid {
     display: grid;
-    grid-template-columns: repeat(3, 1fr);
+    grid-template-columns: repeat(4, 1fr);
     gap: 24px;
 
+    @media (max-width: 1200px) {
+      grid-template-columns: repeat(3, 1fr);
+    }
     @media (max-width: 1024px) {
       grid-template-columns: repeat(2, 1fr);
     }
diff --git a/frontend/src/pages/home/index.tsx b/frontend/src/pages/home/index.tsx
index 9a083f7..ac0dc1e 100644
--- a/frontend/src/pages/home/index.tsx
+++ b/frontend/src/pages/home/index.tsx
@@ -1,7 +1,6 @@
 import { useEffect, useMemo, useState } from "react";
 import {
   AudioOutlined,
-  ArrowRightOutlined,
   VideoCameraOutlined,
   VideoCameraAddOutlined
 } from "@ant-design/icons";
@@ -214,15 +213,15 @@ export default function HomePage() {
 
         <section className="home-recent-section">
           <div className="home-section-header">
-            <Title level={3}>最近</Title>
+            <Title level={3}>最近会议</Title>
             <Button type="link" onClick={() => navigate("/meetings")} className="home-view-all">
-              查看全部 <ArrowRightOutlined />
+              更多 &gt;
             </Button>
           </div>
 
           {loading ? (
             <div className="home-recent-grid">
-              {[...Array(3)].map((_, i) => (
+              {[...Array(4)].map((_, i) => (
                 <div key={i} className="home-recent-skeleton">
                   <Skeleton active paragraph={{ rows: 2 }} title={{ width: "60%" }} />
                 </div>
@@ -230,7 +229,7 @@ export default function HomePage() {
             </div>
           ) : recentCards.length ? (
             <div className="home-recent-grid">
-              {recentCards.map((card) => (
+              {recentCards.slice(0, 4).map((card) => (
                 <article
                   key={card.id}
                   className="home-recent-card"
@@ -244,7 +243,7 @@ export default function HomePage() {
                   role="button"
                   tabIndex={0}
                 >
-                  {!readCardIds.includes(String(card.id)) && <span className="home-recent-card-dot" />}
+                  {/* {!readCardIds.includes(String(card.id)) && <span className="home-recent-card-dot" />} */}
                   <div className="home-recent-card-head">
                     <Title level={4} className="home-recent-card-title">{card.title}</Title>
                     <div className="home-recent-card-icon">