Update README.md

README.md

@@ -25,7 +25,7 @@ FloydNet operates directly on the pairwise relationship tensor (distance matrix)
 * **Model ID:** `ocxlabs/FloydNet_TSP_euc`
 * **Architecture:** FloydNet (Deep relational layers with Pivotal Attention)
 * **Task:** Metric Traveling Salesman Problem (Euclidean)
-* **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