diff --git a/README.md b/README.md
index b0419ca..6f849b8 100644
--- a/README.md
+++ b/README.md
@@ -44,7 +44,7 @@ The following references are required to be cited when using DPNEGF. Specificall
 
 - **For DPNEGF:**
   
-    J. Zou, Z. Zhouyin, D. Lin, L. Zhang, S. Hou and Q. Gu, Deep Learning Accelerated Quantum Transport Simulations in Nanoelectronics: From Break Junctions to Field-Effect Transistors, npj Comput Mater 11, 375 (2025).
+    J. Zou, Z. Zhouyin, D. Lin, Y. Huang, L. Zhang, S. Hou and Q. Gu, Deep Learning Accelerated Quantum Transport Simulations in Nanoelectronics: From Break Junctions to Field-Effect Transistors, npj Comput Mater 11, 375 (2025).
 
 
 - **For DeePTB-SK:**
@@ -53,4 +53,4 @@ The following references are required to be cited when using DPNEGF. Specificall
   
 - **For DeePTB-E3:**
   
-    Z. Zhouyin, Z. Gan, S. K. Pandey, L. Zhang, and Q. Gu, Learning Local Equivariant Representations for Quantum Operators, In The 13th International Conference on Learning Representations (ICLR) 2025. 
\ No newline at end of file
+    Z. Zhouyin, Z. Gan, S. K. Pandey, L. Zhang, and Q. Gu, Learning Local Equivariant Representations for Quantum Operators, In The 13th International Conference on Learning Representations (ICLR) 2025.