publications

AI Agents & Human–AI Decision Systems

1. Agents’ Last Exam

   2026

   arXiv Bib PDF

   @misc{agents2026last,
     title = {Agents' Last Exam},
     year = {2026},
     journal = {arXiv preprint},
     eprint = {2606.05405},
     archiveprefix = {arXiv},
     primaryclass = {cs.AI},
     url = {https://arxiv.org/abs/2606.05405},
     arxiv = {2606.05405},
     pdf = {https://arxiv.org/pdf/2606.05405},
     selected = {true},
     bibtex_show = {true}
   }

2. Learning to Delegate with Costly Audit

   2026

   Under review

   Bib

   @misc{zuo2026delegate,
     title = {Learning to Delegate with Costly Audit},
     year = {2026},
     note = {Under review},
     selected = {true},
     bibtex_show = {true}
   }

Online Learning, Experimentation & Platform Design

1. Best-Arm Identification with Generative Proxy

   2026

   arXiv Bib PDF

   @misc{zuo2026learning,
     title = {Best-Arm Identification with Generative Proxy},
     year = {2026},
     journal = {arXiv preprint},
     eprint = {2607.06879},
     archiveprefix = {arXiv},
     primaryclass = {cs.LG},
     url = {https://arxiv.org/abs/2607.06879},
     arxiv = {2607.06879},
     pdf = {https://arxiv.org/pdf/2607.06879},
     selected = {true},
     bibtex_show = {true}
   }

2. Doubly Robust Switchback Experiments for Congested Online Platforms

   2026

   Under review

   Bib

   @misc{zuo2026scheduling,
     title = {Doubly Robust Switchback Experiments for Congested Online Platforms},
     year = {2026},
     note = {Under review},
     bibtex_show = {true}
   }

3. On Pareto Optimality for Parametric Choice Bandits

   arXiv preprint, 2025

   arXiv Bib PDF

   @article{zuo2025pareto,
     title = {On Pareto Optimality for Parametric Choice Bandits},
     year = {2025},
     journal = {arXiv preprint},
     eprint = {2501.19277},
     archiveprefix = {arXiv},
     primaryclass = {cs.LG},
     url = {https://arxiv.org/abs/2501.19277},
     arxiv = {2501.19277},
     pdf = {https://arxiv.org/pdf/2501.19277},
     selected = {true},
     bibtex_show = {true}
   }