Update README.md

README.md

@@ -363,11 +363,12 @@ All predictors use:
 If you find this repository helpful for your publications, please consider citing our paper:
 
 ```
-@article{tang2025peptune,
-  title={Peptune: De novo generation of therapeutic peptides with multi-objective-guided discrete diffusion},
-  author={Tang, Sophia and Zhang, Yinuo and Chatterjee, Pranam},
-  journal={42nd International Conference on Machine Learning},
-  year={2025}
+@article{zhang2025peptiverse,
+  title={PeptiVerse: A Unified Platform for Therapeutic Peptide Property Prediction},
+  author={Zhang, Yinuo and Tang, Sophia and Chen, Tong and Mahood, Elizabeth and Vincoff, Sophia and Chatterjee, Pranam},
+  journal={bioRxiv},
+  doi={10.64898/2025.12.31.697180}
+  year={2026}
 }
 ```
 To use this repository, you agree to abide by the MIT License.