@article{ctrlshifthighqualitygeometryawareobjectm,
  title = {Ctrl&Shift: High-Quality Geometry-Aware Object Manipulation in Visual Generation},
  author = {Penghui Ruan and Bojia Zi and Xianbiao Qi and Youze Huang and Rong Xiao and Pichao Wang and Jiannong Cao and Yuhui Shi},
  year = {2026},
  eprint = {2602.11440},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2602.11440},
}