From d5d7c1a44503fd87296d2b0800e7654e81a76e6b Mon Sep 17 00:00:00 2001
From: Julien Vignoud <33122365+JulienVig@users.noreply.github.com>
Date: Fri, 19 Jun 2026 12:41:29 +0200
Subject: [PATCH 1/2] Add DISCO paper citation in README.md

---
 README.md | 16 ++++++++++++++++
 1 file changed, 16 insertions(+)

diff --git a/README.md b/README.md
index 704051d21..7bc7edf44 100644
--- a/README.md
+++ b/README.md
@@ -73,3 +73,19 @@ And more on the roadmap
   - Upload the initial model
   - Choose between federated and decentralized for your DISCO training scheme ... connect your data and... done! :bar_chart:
   - For more details on ML tasks and custom training have a look at [this guide](./docs/TASK.md)
+
+---
+
+📚 **CITATION**
+
+If you find DISCO useful, please cite out [paper](https://openreview.net/pdf?id=JkzgEsBIQ3) the following way:
+```
+@inproceedings{
+  vignoud2025disco,
+  title={{DISCO}: A Browser-Based Privacy-Preserving Framework for Distributed Collaborative Learning},
+  author={Julien Tuấn T{\'u} Vignoud and Martin Jaggi and Mary-Anne Hartley and Tahseen Rabbani and Val{\'e}rian Rousset},
+  booktitle={Championing Open-source DEvelopment in ML Workshop @ ICML25},
+  year={2025},
+  url={https://openreview.net/forum?id=JkzgEsBIQ3}
+}
+```

From df7bdd59011e6eb95cfc1b9db9b902246d09c82b Mon Sep 17 00:00:00 2001
From: Julien Vignoud <julien.vignoud@epfl.ch>
Date: Fri, 19 Jun 2026 12:44:51 +0200
Subject: [PATCH 2/2] fix prettier formatting issue

---
 README.md | 1 +
 1 file changed, 1 insertion(+)

diff --git a/README.md b/README.md
index 7bc7edf44..84f620541 100644
--- a/README.md
+++ b/README.md
@@ -79,6 +79,7 @@ And more on the roadmap
 📚 **CITATION**
 
 If you find DISCO useful, please cite out [paper](https://openreview.net/pdf?id=JkzgEsBIQ3) the following way:
+
 ```
 @inproceedings{
   vignoud2025disco,