@article{riemannianmanifoldsteeringgeometryawareg,
  title = {Riemannian-Manifold Steering: Geometry-Aware Generative Autoencoders for Label-Free Steering},
  author = {Narmeen Oozeer and Shivam Raval and Philip Quirke and Manikandan Ravikiran and Jeff Phillips and Shriyash Upadhyay and Amirali Abdullah},
  year = {2026},
  eprint = {2605.24942},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2605.24942},
}