@article{knowledgecentricselfimprovement,
  title = {Knowledge-Centric Self-Improvement},
  author = {Xuefei Julie Wang and Lauren Hyoseo Yoon and Chengrui Qu and Amanda Zichang Wang and Atharva Sehgal and Eric Mazumdar and Yisong Yue},
  year = {2026},
  eprint = {2607.19592},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2607.19592},
}