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README.md

@@ -11,29 +11,30 @@ pipeline_tag: text-to-image
 <img src="assets/teaser.webp" alt="Lens Teaser" width="100%" />
 
 <p>
-  <sub>
-    <strong>Jinjing Zhao</strong>&ast;,
-    <strong>Sirui Zhang</strong>&ast;,
-    <strong>Zhiyang Liang</strong>&ast;,
-    <strong>Yang Yue</strong>&ast;,
-    <strong>Jiawei Zhang</strong>&ast;,
-    <strong>Fangyun Wei</strong>&dagger;,
+  <b>Contributors (Alphabetical Order):</b><br />
+    <strong>Baining Guo</strong>,
+    <strong>Chong Luo</strong>,
     <strong>Dong Chen</strong>&dagger;,
+    <strong>Dongdong Chen</strong>,
+    <strong>Fangyun Wei</strong>&dagger;,
+    <strong>Ji Li</strong>,
+    <strong>Jianmin Bao</strong>,
+    <strong>Jiawei Zhang</strong>&ast;,
+    <strong>Jinjing Zhao</strong>&ast;,
+    <strong>Lei Shi</strong>,
     <strong>Qinhong Yang</strong>,
+    <strong>Sirui Zhang</strong>&ast;,
+    <strong>Xiuyu Wu</strong>,
+    <strong>Xuelu Feng</strong>,
+    <strong>Yan Lu</strong>,
     <strong>Yanchen Dong</strong>,
+    <strong>Yang Yue</strong>&ast;,
     <strong>Yitong Wang</strong>,
     <strong>Yunuo Chen</strong>,
-    <strong>Xiuyu Wu</strong>,
-    <strong>Ziyu Wan</strong>,
-    <strong>Lei Shi</strong>,
-    <strong>Ji Li</strong>,
-    <strong>Dongdong Chen</strong>,
-    <strong>Chong Luo</strong>,
-    <strong>Yan Lu</strong>,
-    <strong>Baining Guo</strong>
-  </sub>
+    <strong>Zhiyang Liang</strong>&ast;,
+    <strong>Ziyu Wan</strong>&dagger;
   <br />
-  <sub>Microsoft &nbsp;|&nbsp; &ast;Equal Contribution &nbsp;|&nbsp; &dagger;Project Lead</sub>
+  Microsoft &nbsp;|&nbsp; &ast;Core Contributors &nbsp;|&nbsp; &dagger;Project Lead
 </p>
 
 <p>
@@ -399,7 +400,7 @@ python inference.py \
 ```bibtex
 @article{zhao2026lens,
   title   = {Lens: Rethinking Training Efficiency for Foundational Text-to-Image Models},
-  author  = {Zhao, Jinjing and Zhang, Sirui and Liang, Zhiyang and Yue, Yang and Zhang, Jiawei and Yang, Qinhong and Dong, Yanchen and Wang, Yitong and Chen, Yunuo and Wu, Xiuyu and Wei, Fangyun and Chen, Dong and Chen, Dongdong and Wan, Ziyu and Shi, Lei and Li, Ji and Luo, Chong and Lu, Yan and Guo, Baining},
+  author  = {Guo, Baining and Luo, Chong and Chen, Dong and Chen, Dongdong and Wei, Fangyun and Li, Ji and Bao, Jianmin and Zhang, Jiawei and Zhao, Jinjing and Shi, Lei and Yang, Qinhong and Zhang, Sirui and Wu, Xiuyu and Feng, Xuelu and Lu, Yan and Dong, Yanchen and Yue, Yang and Wang, Yitong and Chen, Yunuo and Liang, Zhiyang and Wan, Ziyu},
   journal = {arXiv preprint arXiv:PLACEHOLDER},
   year    = {2026}
 }