@article{fromweightstofeaturessaeguidedactivation,
  title = {From Weights to Features: SAE-Guided Activation Regularization for LLM Continual Learning},
  author = {Evan Ning and Wei Xue and Dong Lou and Yike Guo},
  year = {2026},
  eprint = {2606.26629},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2606.26629},
}