Update README.md

Citation modification in README.

README.md

@@ -2454,14 +2454,11 @@ Source code and scripts that can be used to evaluate models on TAD-Bench are ava
 ## Citation 
 If this is useful, please cite it in your documents.
 ```
-@misc{tad_bench,
+@inproceedings{tad_bench,
       title={From Segments to Scenes: Temporal Understanding for Agentic Autonomous Driving via Vision-Language Models}, 
       author={Kevin Cannons, Saeed Ranjbar Alvar, Mohammad Asiful Hossain, Ahmad Rezaei, Mohsen Gholami, Alireza Heidarikhazaei, Zhou Weimin, Yong Zhang, Mohammad Akbari},
-      year={2025},
-      eprint={2512.05277},
-      archivePrefix={arXiv},
-      primaryClass={CV},
-      url={https://arxiv.org/abs/2512.05277}, 
+      year={2026},
+      booktitle={ICML}
 }
 ```