Publications

2026

1. Submitted

   On the Smoothed Complexity of Auto-Bidding Auctions

   Li Chen^*, Jamie Morgenstern^*, and Yuanyuan Yang^*

   2026

   Under Submission
2. ICLR 2026

   T-TAMER: Provably Taming Trade-offs in ML Serving

   Yuanyuan Yang, Ruimin Zhang, Jamie Morgenstern, and Haifeng Xu

   In International Conference on Learning Representations (ICLR), 2026

   arXiv Bib HTML

   @inproceedings{YZMX26,
     title = {T-TAMER: Provably Taming Trade-offs in ML Serving},
     author = {Yang, Yuanyuan and Zhang, Ruimin and Morgenstern, Jamie and Xu, Haifeng},
     booktitle = {International Conference on Learning Representations (ICLR)},
     year = {2026},
   }

2025

1. ICLR 2025

   Private Mechanism Design via Quantile Estimation

   Yuanyuan Yang, Tao Xiao, Bhuvesh Kumar, and Jamie Morgenstern

   In International Conference on Learning Representations (ICLR), 2025

   Bib HTML

   @inproceedings{YXKM25,
     title = {Private Mechanism Design via Quantile Estimation},
     author = {Yang, Yuanyuan and Xiao, Tao and Kumar, Bhuvesh and Morgenstern, Jamie},
     booktitle = {International Conference on Learning Representations (ICLR)},
     pages = {41603--41616},
     year = {2025},
   }

2024

1. ALT 2024

   Dueling Optimization With a Monotone Adversary

   Avrim Blum^*, Meghal Gupta^*, Gene Li^*, Naren Sarayu Manoj^*, Aadirupa Saha^*, and Yuanyuan Yang^*

   In International Conference on Algorithmic Learning Theory (ALT), 2024

   Awarded arXiv Bib HTML

   Outstanding Paper Award

   @inproceedings{BGL+24,
     title = {Dueling Optimization With a Monotone Adversary},
     author = {Blum, Avrim and Gupta, Meghal and Li, Gene and Manoj, Naren Sarayu and Saha, Aadirupa and Yang, Yuanyuan},
     booktitle = {International Conference on Algorithmic Learning Theory (ALT)},
     pages = {221--243},
     year = {2024},
     organization = {PMLR},
   }

2023

1. ICML 2023

   Sketching Meets Differential Privacy: Fast Algorithm for Dynamic Kronecker Projection Maintenance

   Zhao Song^*, Xin Yang^*, Yuanyuan Yang^*, and Lichen Zhang^*

   In International Conference on Machine Learning (ICML), 2023

   arXiv Bib HTML

   @inproceedings{song2023sketching,
     title = {Sketching Meets Differential Privacy: Fast Algorithm for Dynamic Kronecker Projection Maintenance},
     author = {Song, Zhao and Yang, Xin and Yang, Yuanyuan and Zhang, Lichen},
     booktitle = {International Conference on Machine Learning (ICML)},
     pages = {32418--32462},
     year = {2023},
     organization = {PMLR},
   }