diff --git a/configs/shufflenetv2/README.md b/configs/shufflenetv2/README.md
index 4887dd6f23..dfba6c2335 100644
--- a/configs/shufflenetv2/README.md
+++ b/configs/shufflenetv2/README.md
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 ## Reference
 
-> Ma N, Zhang X, Zheng H T, et al. Shufflenet v2: Practical guidelines for efficient cnn architecture design[C]//Proceedings of the European conference on computer vision (ECCV). 2018: 116-131.
+> Ma, Ningning, Xiangyu Zhang, Hai-Tao Zheng, and Jian Sun. "Shufflenet v2: Practical guidelines for efficient cnn architecture design." In Proceedings of the European conference on computer vision (ECCV), pp. 116-131. 2018.
 
 
 ## Performance