Jiaxuan Zou

@misc{zou2026kaczmarzlinearattention,
  title = {Kaczmarz Linear Attention},
  author = {Zou, Jiaxuan and Ren, Ruifeng and Liu, Yong},
  year = {2026},
  journal = {Under Review},
  archiveprefix = {arXiv},
  primaryclass = {cs.LG},
  url = {https://arxiv.org/abs/2605.08587},
}

@misc{yuan2026noranormalizedorthogonalrow,
  title = {Nora: Normalized Orthogonal Row Alignment for Scalable Matrix Optimizer},
  author = {Yuan, Jinghui and Zou, Jiaxuan and Wang, Shuo and Liu, Yong and Nie, Feiping},
  year = {2026},
  journal = {Under Review},
  archiveprefix = {arXiv},
  primaryclass = {cs.LG},
  url = {https://arxiv.org/abs/2605.03769},
}

@article{zou2025effective,
  title = {Effective Frontiers: A Unification of Neural Scaling Laws},
  author = {Zou, Jiaxuan and Gong, Zixuan and Su, Ye and Tang, Huayi and Liu, Yong},
  year = {2026},
  journal = {Under Review},
  archiveprefix = {arXiv},
  primaryclass = {cs.LG},
}

@inproceedings{zou2025capabilities,
  title = {Capabilities and Fundamental Limits of Latent Chain-of-Thought},
  author = {Zou, Jiaxuan and Xiong, Yaozhong and Liu, Yong},
  year = {2026},
  booktitle = {EMNLP},
  archiveprefix = {arXiv},
  primaryclass = {cs.AI},
}

@article{sun2025statistical,
  title = {Statistical MIA: Rethinking Membership Inference Attack for Reliable Unlearning Auditing},
  author = {Sun, Jialong and Wei, Zeming and Zou, Jiaxuan and Gong, Jiacheng and Wang, Guanheng and Dong, Chengyang and Li, Jialong and Liu, Bo},
  year = {2026},
  journal = {Under Review},
  archiveprefix = {arXiv},
  primaryclass = {cs.LG},
}

@inproceedings{sun2025freielowfrequencyspectralbias,
  title = {FreIE: Low-Frequency Spectral Bias in Neural Networks for Time-Series Tasks},
  author = {Sun, Jialong and Ling, Xinpeng and Zou, Jiaxuan and Kang, Jiawen and Zhang, Kejia},
  year = {2025},
  archiveprefix = {arXiv},
  primaryclass = {cs.LG},
  url = {https://arxiv.org/abs/2510.25800},
  booktitle = {IEEE ICDM}
}