Update README.md

README.md

@@ -8,8 +8,32 @@ app_file: app.py
 pinned: false
 python_version: 3.11
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+<p align="center">
+  <h1 align="center">🎯 PRAgent: A Modular Agentic Framework for Paper-to-PR Conversion</h1>
+  <p align="center">
+    <a href="https://github.com/LightChen233/AutoPR">
+      <img alt="AutoPR" src="https://img.shields.io/badge/Project-AutoPR-FF8000" />
+    </a>
+    <a href="https://huggingface.co/datasets/yzweak/PRBench">
+      <img alt="HF Dataset" src="https://img.shields.io/badge/HF-PRBench-blue" />
+    </a>
+    <a href="https://huggingface.co/spaces/yzweak/AutoPR">
+      <img alt="Demo" src="https://img.shields.io/badge/Space-PRAgent-8A2BE2" />
+    </a>
+    <a href="https://github.com/LightChen233/AutoPR/issues">
+      <img alt="Issues" src="https://img.shields.io/github/issues/LightChen233/AutoPR?color=0088ff" />
+    </a>
+  </p>
+</p>
 
-# PRAgent: A Modular Agentic Framework for Paper-to-PR Conversion
+<p align="center">
+  <b>
+    | <a href="https://huggingface.co/papers/2510.09558">📝 Paper</a> |
+    <a href="https://github.com/LightChen233/AutoPR">📚 Code</a> |
+    <a href="https://huggingface.co/datasets/yzweak/PRBench">🤗 Dataset</a> |
+    <a href="https://huggingface.co/spaces/yzweak/AutoPR">🔥 PRAgent Demo</a> |
+  </b>
+</p>
 
 As the volume of peer-reviewed research surges, scholars increasingly rely on social platforms for discovery, while authors invest significant effort in promotion to sustain visibility and citations. This project aims to address that challenge.