diff --git a/README.md b/README.md
index 5f111ed..6da0e2b 100644
--- a/README.md
+++ b/README.md
@@ -196,28 +196,24 @@ print(f"Classification accuracy: {accuracy_score(target, y_pred)}")
 If you use our project in your research or work, we kindly request that you cite the following papers:
 
 ```bibtex
-@article{zhou2022learnware,
+@article{zhou2024learnware,
+  title = {Learnware: Small models do big},
   author = {Zhou, Zhi-Hua and Tan, Zhi-Hao},
-  title = {Learnware: Small Models Do Big},
-  journal = {SCIENCE CHINA Information Sciences},
-  year = {2024},
+  journal = {Science China Information Sciences},
   volume = {67},
   number = {1},
-  pages = {1--12}
+  pages = {112102},
+  year = {2024}
 }
 
-@misc{tan2024beimingwu,
-  title={Beimingwu: A Learnware Dock System}, 
-  author={Zhi-Hao, Tan and Jian-Dong, Liu and Xiao-Dong, Bi and Peng, Tan and Qin-Cheng, Zheng and Hai-Tian, Liu and Yi, Xie and Xiao-Chuan, Zou and Yang, Yu and Zhi-Hua, Zhou},
-  year={2024},
-  eprint={2401.14427},
-  archivePrefix={arXiv},
-  primaryClass={cs.SE}
+@article{tan2024beimingwu,
+  title = {Beimingwu: A learnware dock system}, 
+  author = {Tan, Zhi-Hao and Liu, Jian-Dong and Bi, Xiao-Dong and Tan, Peng and Zheng, Qin-Cheng and Liu, Hai-Tian and Xie, Yi and Zou, Xiao-Chuan and Yu, Yang and Zhou, Zhi-Hua},
+  journal = {arXiv preprint arXiv:2401.14427},
+  year = {2024}
 }
 ```
 
-Please acknowledge the use of our project by citing these papers in your work. Thank you for your support!
-
 # About
 
 ## How to Contribute