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 <div align=center>
   
-# ReQFlow: Rectified Quaternion Flow for Efficient and High-Quality Protein Backbone Generation
+# ⚡️ReQFlow: Rectified Quaternion Flow for Efficient and High-Quality Protein Backbone Generation
+
+</div>
+
+<!-- <p align="center">
+  <img src="assets/scheme_reqflow.png" width="64.4%">
+  <img src="assets/log_speed_10_v2.png" width="30%">
+</p>
+<p align="center">
+  <img src="assets/prot_vis.png" width="95%">
+</p> -->
+<p align="center" style="margin-bottom: 0px;">
+  <img src="assets/scheme_reqflow.png" width="64.4%">
+  <img src="assets/log_speed_10_v2.png" width="30%">
+</p>
+<p align="center" style="margin-top: 0px;">
+  <img src="assets/prot_vis.png" width="95%">
+</p>
+
+
+## 🔥 News
+
+* `2025/02/20` We release our work [ReQFlow]() for efficient and high-quality protein backbone generation!
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