@misc{hoy2026asynchronousnearlyfreeevolution,
title={Asynchronous Is Nearly Free for Evolution Strategies on Long-Horizon Agentic Tasks},
author={William Hoy and Jingxuan Fan and Nurcin Celik and Xu Pan},
year={2026},
eprint={2610.04196},
archivePrefix={arXiv},
primaryClass={cs.AI},
url={https://arxiv.org/abs/2610.04196},
}
@misc{hoy2026continuouscontextmanagement,
title={Continuous Context Management},
author={William Hoy and Jingxuan Fan and Nurcin Celik and Xu Pan},
year={2026},
eprint={2609.35540},
archivePrefix={arXiv},
primaryClass={cs.AI},
url={https://arxiv.org/abs/2609.35540},
}
@misc{chatrath2026readynotreliableenterprise,
title={READY or Not: Reliable Enterprise Agent Deployment},
author={Veronica Chatrath and Bryan Zhu and Jingxuan Fan and George Pu and Soham Dinesh Tiwari and Soham Dan and Ryan Young and Yuan Li and Yuang Yao and Apaar Shanker and Minglai Yang and Daniel Yue Zhang and Yunzhong He and Ying Liu and Chenguang Wang and Zhijun Yin and Yuan Xue},
year={2026},
eprint={2609.02095},
archivePrefix={arXiv},
primaryClass={cs.AI},
url={https://arxiv.org/abs/2609.02095},
}
@misc{chatrath2026clinicarebenchclinicalcalibratedaudit,
title={CliniCARE-Bench: Clinical Calibrated Audit of Medical Reasoning in EHR},
author={Veronica Chatrath and Bryan Zhu and George Pu and Jingxuan Fan and Apaar Shanker and Varun Ursekar and Anahita Sharma and Jason Qin and Keqi Han and Soham Dinesh Tiwari and Soham Dan and Vijay Kalmath and Yuan Li and Daniel Yue Zhang and Chenguang Wang and Zainab Doctor and Zhijun Yin and Nigam H. Shah and Yuan Xue},
year={2026},
eprint={2608.07796},
archivePrefix={arXiv},
primaryClass={cs.AI},
url={https://arxiv.org/abs/2608.07796},
}
@article{bates2026distributed,
title={Distributed control circuits across a brain-and-cord connectome},
author={Bates, Alexander S. and Phelps, Jasper S. and Kim, Minsu and Yang, Helen H. and Matsliah, Arie and Ajabi, Zaki and others and Murthy, Mala and Drugowitsch, Jan and Wilson, Rachel I. and Lee, Wei-Chung Allen},
journal={Nature},
volume={656},
number={8129},
pages={957--970},
year={2026},
publisher={Nature Publishing Group},
doi={10.1038/s41586-026-10735-w},
}
@misc{fan2026scalingrewardmodelinghuman,
title={Scaling Reward Modeling without Human Supervision},
author={Jingxuan Fan and Yueying Li and Zhenting Qi and Dinghuai Zhang and Kianté Brantley and Sham M. Kakade and Hanlin Zhang},
year={2026},
eprint={2603.02225},
archivePrefix={arXiv},
primaryClass={cs.LG},
url={https://arxiv.org/abs/2603.02225},
}
@misc{wang2026circuitmechanismsspatialrelation,
title={Circuit Mechanisms for Spatial Relation Generation in Diffusion Transformers},
author={Binxu Wang and Jingxuan Fan and Xu Pan},
year={2026},
eprint={2601.06338},
archivePrefix={arXiv},
primaryClass={cs.AI},
url={https://arxiv.org/abs/2601.06338},
}
@misc{pan2025closingdataefficiencygapautoregressive,
title={Closing the Data-Efficiency Gap Between Autoregressive and Masked Diffusion LLMs},
author={Xu Pan and Ely Hahami and Jingxuan Fan and Ziqian Xie and Haim Sompolinsky},
year={2025},
eprint={2510.09885},
archivePrefix={arXiv},
primaryClass={cs.CL},
url={https://arxiv.org/abs/2510.09885},
}
@misc{pan2025userassistantbiasllms,
title={User-Assistant Bias in LLMs},
author={Xu Pan and Jingxuan Fan and Zidi Xiong and Ely Hahami and Jorin Overwiening and Ziqian Xie},
year={2025},
eprint={2508.15815},
archivePrefix={arXiv},
primaryClass={cs.CL},
url={https://arxiv.org/abs/2508.15815},
}
@misc{li2025multiheadrewardaggregationguided,
title={Multi-head Reward Aggregation Guided by Entropy},
author={Xiaomin Li and Xupeng Chen and Jingxuan Fan and Eric Hanchen Jiang and Mingye Gao},
year={2025},
eprint={2503.20995},
archivePrefix={arXiv},
primaryClass={cs.CL},
url={https://arxiv.org/abs/2503.20995},
}
@misc{li2025dataadaptivesafetyrulestraining,
title={Data-adaptive Safety Rules for Training Reward Models},
author={Xiaomin Li and Mingye Gao and Zhiwei Zhang and Jingxuan Fan and Weiyu Li},
year={2025},
eprint={2501.15453},
archivePrefix={arXiv},
primaryClass={cs.CL},
url={https://arxiv.org/abs/2501.15453},
}
@misc{fan2024hardmathbenchmarkdatasetchallenging,
title={HARDMath: A Benchmark Dataset for Challenging Problems in Applied Mathematics},
author={Jingxuan Fan and Sarah Martinson and Erik Y. Wang and Kaylie Hausknecht and Jonah Brenner and Danxian Liu and Nianli Peng and Corey Wang and Michael P. Brenner},
year={2024},
eprint={2410.09988},
archivePrefix={arXiv},
primaryClass={cs.LG},
url={https://arxiv.org/abs/2410.09988},
}
@article{kwon2021amygdala,
title={An amygdala circuit that suppresses social engagement},
author={Kwon, Jeong-tae and Ryu, Changhyeon and Lee, Hyeseung and Sheffield, Alec and Fan, Jingxuan and Bigler, Shivani and Sullivan, Heather A and Choe, Han Kyung and Wickersham, Ian and Heiman, Myriam and Choi, Gloria B},
journal={Nature},
volume={593},
number={7858},
pages={114--118},
year={2021},
publisher={Nature Publishing Group},
doi={10.1038/s41586-021-03413-6},
}
@article{wei2021single,
title={Single-nanometer iron oxide nanoparticles as tissue-permeable {MRI} contrast agents},
author={Wei, He and Wi{\'s}niowska, Agata and Fan, Jingxuan and Harvey, Peter and Li, Yuanyuan and Wu, Victoria and Hansen, Eric C and Zhang, Juanye and Kaul, Michael G and Frey, Abigail M and Adam, Gerhard and Frenkel, Anatoly I and Bawendi, Moungi G and Jasanoff, Alan},
journal={Proceedings of the National Academy of Sciences},
volume={118},
number={42},
pages={e2102340118},
year={2021},
publisher={National Academy of Sciences},
doi={10.1073/pnas.2102340118},
}