Update README.md (#3)

- Update README.md (8c4abf0cb8fb12f430abfc40f14ee3714d9551f8)


Co-authored-by: SunYoung Park <sun0park@users.noreply.huggingface.co>

README.md

@@ -205,6 +205,18 @@ video_emb = F.normalize(video_emb, dim=-1)
 
 <br>
 
+## Citation
+```bibtex
+@misc{park2026vagentinteractivevideosearch,
+      title={V-Agent: An Interactive Video Search System Using Vision-Language Models}, 
+      author={SunYoung Park and Jong-Hyeon Lee and Youngjune Kim and Daegyu Sung and Younghyun Yu and Young-rok Cha and Jeongho Ju},
+      year={2026},
+      eprint={2512.16925},
+      archivePrefix={arXiv},
+      primaryClass={cs.CV},
+      url={https://arxiv.org/abs/2512.16925}, 
+}
+```
 ---
 license: cc-by-nc-4.0
 ---