Jiayuan Ye

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 14

Top Topics

Differentially Private

Machine Learning

Differential Privacy

Top Venues

Publications

Jiayuan Ye, Anastasia Borovykh, Soufiane Hayou, Reza Shokri
Leave-one-out Distinguishability in Machine Learning. ICLR (2024)
Jiayuan Ye, Anastasia Borovykh, Soufiane Hayou, Reza Shokri
Leave-one-out Distinguishability in Machine Learning. CoRR (2023)
Zebang Shen, Jiayuan Ye, Anmin Kang, Hamed Hassani, Reza Shokri
Share Your Representation Only: Guaranteed Improvement of the Privacy-Utility Tradeoff in Federated Learning. ICLR (2023)
Jiayuan Ye, Zhenyu Zhu, Fanghui Liu, Reza Shokri, Volkan Cevher
Initialization Matters: Privacy-Utility Analysis of Overparameterized Neural Networks. NeurIPS (2023)
Chendi Wang, Buxin Su, Jiayuan Ye, Reza Shokri, Weijie J. Su
Unified Enhancement of Privacy Bounds for Mixture Mechanisms via f-Differential Privacy. NeurIPS (2023)
Zebang Shen, Jiayuan Ye, Anmin Kang, Hamed Hassani, Reza Shokri
Share Your Representation Only: Guaranteed Improvement of the Privacy-Utility Tradeoff in Federated Learning. CoRR (2023)
Chendi Wang, Buxin Su, Jiayuan Ye, Reza Shokri, Weijie J. Su
Unified Enhancement of Privacy Bounds for Mixture Mechanisms via f-Differential Privacy. CoRR (2023)
Jiayuan Ye, Zhenyu Zhu, Fanghui Liu, Reza Shokri, Volkan Cevher
Initialization Matters: Privacy-Utility Analysis of Overparameterized Neural Networks. CoRR (2023)
Jiayuan Ye, Aadyaa Maddi, Sasi Kumar Murakonda, Vincent Bindschaedler, Reza Shokri
Enhanced Membership Inference Attacks against Machine Learning Models. CCS (2022)
Jiayuan Ye, Reza Shokri
Differentially Private Learning Needs Hidden State (Or Much Faster Convergence). NeurIPS (2022)
Jiayuan Ye, Reza Shokri
Differentially Private Learning Needs Hidden State (Or Much Faster Convergence). CoRR (2022)
Rishav Chourasia, Jiayuan Ye, Reza Shokri
Differential Privacy Dynamics of Langevin Diffusion and Noisy Gradient Descent. NeurIPS (2021)
Jiayuan Ye, Aadyaa Maddi, Sasi Kumar Murakonda, Reza Shokri
Enhanced Membership Inference Attacks against Machine Learning Models. CoRR (2021)
Rishav Chourasia, Jiayuan Ye, Reza Shokri
Differential Privacy Dynamics of Langevin Diffusion and Noisy Gradient Descent. CoRR (2021)