diff --git a/README.md b/README.md
index d5829a3335c810db65382eba30eb63d91b53e212..2e30945b959a01f087e9a39b1c5c08058752938b 100644
--- a/README.md
+++ b/README.md
@@ -21,13 +21,13 @@ The code is split into two repositories:
 - [Cell FLOWer](https://github.com/josefhoppe/cell-flower) is a separate package that contains only the code required for the inference and is published to PyPI.
 
 ```
-@misc{hoppe2023representing,
-      title={Representing Edge Flows on Graphs via Sparse Cell Complexes}, 
-      author={Josef Hoppe and Michael T. Schaub},
+@inproceedings{
+      hoppe2023representing,
+      title={Representing Edge Flows on Graphs via Sparse Cell Complexes},
+      author={Josef Hoppe and Michael T Schaub},
+      booktitle={The Second Learning on Graphs Conference},
       year={2023},
-      eprint={2309.01632},
-      archivePrefix={arXiv},
-      primaryClass={cs.SI}
+      url={https://openreview.net/forum?id=qix189lq5D}
 }
 ```