Publications

@article{ji2026sentry,
  title = {Sentry: Learning to Recover from LLM Agent Failures at Test Time},
  author = {Ji, Changxiu and Lu, Amy and Zhang, Qizheng and Olukotun, Kunle},
  journal = {arXiv preprint arXiv:2610.02994},
  year = {2026},
  note = {* Equal contribution},
  doi = {10.48550/arXiv.2610.02994},
}

@article{zhang2026stateless,
  title = {Stateless Language Agents: Scaling Long-Horizon Automated Research},
  author = {Zhang, Qizheng and Ji, Changxiu and Sun, Isaac and Li, Yuetai and Upasani, Shubhangi and Ruan, Sherry and Ma, Boyuan and Hong, Fenglu and Kamanuru, Vamsidhar and Lee, Yoonho and Mao, Yuzhen and Zhang, Genghan and Shao, Rulin and Mang, Qiuyang and Dimnaku, Andy and Hu, Changran and Poovendran, Radha and Olukotun, Kunle},
  journal = {arXiv preprint arXiv:2610.07625},
  year = {2026},
  note = {* Equal contribution},
  doi = {10.48550/arXiv.2610.07625},
}

@inproceedings{li2026combee,
  title = {Combee: Scaling Prompt Learning for Self-Improving Language Model Agents},
  author = {Li, Hanchen and He, Runyuan and Zhang, Qizheng and Ji, Changxiu and Mang, Qiuyang and Chen, Xiaokun and Agrawal, Lakshya A. and Liao, Wei-Liang and Yang, Eric and Cheung, Alvin and Zou, James and Olukotun, Kunle and Stoica, Ion and Gonzalez, Joseph E.},
  booktitle = {COLM 2026 (Conference on Language Modeling)},
  year = {2026},
  doi = {10.48550/arXiv.2604.04247},
}

@inproceedings{zhang2026learningwhattolearn,
  title = {Learning What to Learn: Curriculum Curation for Test-Time Agent Learning},
  author = {Zhang, Qizheng and Ruan, Sherry and Upasani, Shubhangi and Hong, Fenglu and Ji, Changxiu and Hu, Changran and Li, Bo and Li, Hanchen and Olukotun, Kunle},
  booktitle = {ICLR 2026 Workshop on AI with Recursive Self-Improvement},
  year = {2026},
  note = {Poster},
}

@article{lu2026art,
  title = {Association Restoration Test: Revealing Restorable Shortcuts after Unlearning},
  author = {Lu, Amy and Ji, Changxiu},
  journal = {arXiv preprint},
  year = {2026},
  note = {* Equal contribution},
  doi = {10.48550/arXiv.2607.05726},
}