Update README.md

README.md

@@ -25,7 +25,7 @@ Unlike standard GNNs that rely on local message passing, FloydNet maintains and
 * **Model ID:** `ocxlabs/FloydNet_TSP_exp`
 * **Architecture:** FloydNet (Deep relational layers with Pivotal Attention)
 * **Task:** General Traveling Salesman Problem (Non-Metric)
-* **Paper:** [FloydNet: A Learning Paradigm for Global Relational Reasoning](https://arxiv.org/abs/YOUR_PAPER_LINK)
+* **Paper:** [FloydNet: A Learning Paradigm for Global Relational Reasoning](https://arxiv.org/abs/2601.19094)
 * **Demo Dataset:** [ocxlabs/FloydNet_TSP_demo](https://huggingface.co/datasets/ocxlabs/FloydNet_TSP_demo)
 
 ## Performance