Update HELP citation

README.md

@@ -111,14 +111,14 @@ python scripts/evaluate_vpb_predictions.py \
 Please cite the following paper when using VLAC-Cut, the released model, or the Video Progress Benchmark:
 
 ```bibtex
-@misc{zhai2026maximizinghumanefficiencylargescale,
-  title         = {Maximizing Human Efficiency in Large-Scale Robot Post-Training via VLAC-Cut Guided Pipeline},
-  author        = {Shaopeng Zhai and Qi Zhang and Tianyi Zhang and Haoran Zhang and Fuxian Huang and Zhanhui Lin and Zijun Xu},
-  year          = {2026},
-  eprint        = {2607.09776},
-  archivePrefix = {arXiv},
-  primaryClass  = {cs.RO},
-  url           = {https://arxiv.org/abs/2607.09776}
+@misc{zhai2026helphumanefficientlargescalerobot,
+      title={HELP: Human-Efficient Large-Scale Robot Post-Training with Rollout Segmentation}, 
+      author={Shaopeng Zhai and Qi Zhang and Tianyi Zhang and Haoran Zhang and Fuxian Huang and Zhanhui Lin and Zijun Xu and Weinan Zhang},
+      year={2026},
+      eprint={2607.09776},
+      archivePrefix={arXiv},
+      primaryClass={cs.RO},
+      url={https://arxiv.org/abs/2607.09776}, 
 }
 ```