Update README.md

README.md

@@ -8,6 +8,8 @@ library_name: transformers
 
 # FineRMoE
 
+Paper: https://arxiv.org/pdf/2603.13364
+
 Github: https://github.com/liaoning97/FineRMoE
 
 ## Introduction
@@ -127,5 +129,13 @@ if __name__ == "__main__":
 
 If you find our work helpful, feel free to give us a cite.
 ```
-Coming Soon!
+@misc{liao2026finermoedimensionexpansionfinergrained,
+      title={FineRMoE: Dimension Expansion for Finer-Grained Expert with Its Upcycling Approach}, 
+      author={Ning Liao and Xiaoxing Wang and Xiaohan Qin and Junchi Yan},
+      year={2026},
+      eprint={2603.13364},
+      archivePrefix={arXiv},
+      primaryClass={cs.CV},
+      url={https://arxiv.org/abs/2603.13364}, 
+}
 ```