diff --git a/docs/source/snippets/citation/bib.txt b/docs/source/snippets/citation/bib.txt
index 4f81813..03e0217 100644
--- a/docs/source/snippets/citation/bib.txt
+++ b/docs/source/snippets/citation/bib.txt
@@ -1,8 +1,11 @@
-@misc{Hendria2024VisualTorch,
-  author = {Hendria, Willy Fitra},
-  title = {visualtorch},
-  year = {2024},
-  publisher = {GitHub},
-  journal = {GitHub repository},
-  note = {\url{https://github.com/willyfh/visualtorch}},
+@article{Hendria2024,
+  doi = {10.21105/joss.06678},
+  url = {https://doi.org/10.21105/joss.06678},
+  year = {2024}, publisher = {The Open Journal},
+  volume = {9},
+  number = {102},
+  pages = {6678},
+  author = {Willy Fitra Hendria and Paul Gavrikov},
+  title = {VisualTorch: Streamlining Visualization for PyTorch Neural Network Architectures},
+  journal = {Journal of Open Source Software}
 }