Update paper links

README.md

@@ -31,8 +31,8 @@ configs:
 
 <div align="center">
 
-[![Paper](https://img.shields.io/badge/LOOPerSet_Paper-arXiv-b31b1b.svg)](https://arxiv.org/abs/xxxx.xxxxx)
-[![PACT '25 Paper](https://img.shields.io/badge/LOOPer_Paper-PACT_'25-blue.svg)](https://tbd)
+[![Paper](https://img.shields.io/badge/LOOPerSet_Paper-arXiv-b31b1b.svg)](https://arxiv.org/abs/2510.10209)
+[![PACT '25 Paper](https://img.shields.io/badge/LOOPer_Paper-PACT_'25-blue.svg)](https://arxiv.org/abs/2403.11522)
 [![License: CC BY 4.0](https://img.shields.io/badge/License-CC--BY%204.0-lightgrey.svg)](https://creativecommons.org/licenses/by/4.0/)
 [![Dataset size](https://img.shields.io/badge/Dataset%20size-28M%20datapoints-brightgreen)]()
 
@@ -395,7 +395,15 @@ Full details are available in our [companion paper](https://arxiv.org/abs/xxxx.x
 If you use this dataset, please cite the following paper:
 
 ```bibtex
-@misc{TBD}
+@misc{merouani2025looperset,
+      title={LOOPerSet: A Large-Scale Dataset for Data-Driven Polyhedral Compiler Optimization}, 
+      author={Massinissa Merouani and Afif Boudaoud and Riyadh Baghdadi},
+      year={2025},
+      eprint={2510.10209},
+      archivePrefix={arXiv},
+      primaryClass={cs.PL},
+      url={https://arxiv.org/abs/2510.10209}, 
+}
 ```
 
 If you a building upon or comparing against the `LOOPer` cost model, please cite our PACT '25 paper: