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ORCIDJiayuan Ye 0001
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- affiliation: National University of Singapore
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- Jiayuan Ye 0002 — ?
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2020 – today
- 2024
[c7]Jiayuan Ye, Anastasia Borovykh, Soufiane Hayou, Reza Shokri:
Leave-one-out Distinguishability in Machine Learning. ICLR 2024- 2023
- [c6]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 - [c5]Jiayuan Ye, Zhenyu Zhu, Fanghui Liu, Reza Shokri, Volkan Cevher:
Initialization Matters: Privacy-Utility Analysis of Overparameterized Neural Networks. NeurIPS 2023 - [c4]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 - [i7]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 abs/2309.05505 (2023) - [i6]Jiayuan Ye, Anastasia Borovykh, Soufiane Hayou, Reza Shokri:
Leave-one-out Distinguishability in Machine Learning. CoRR abs/2309.17310 (2023) - [i5]Chendi Wang, Buxin Su, Jiayuan Ye, Reza Shokri, Weijie J. Su:
Unified Enhancement of Privacy Bounds for Mixture Mechanisms via f-Differential Privacy. CoRR abs/2310.19973 (2023) - [i4]Jiayuan Ye, Zhenyu Zhu, Fanghui Liu, Reza Shokri, Volkan Cevher:
Initialization Matters: Privacy-Utility Analysis of Overparameterized Neural Networks. CoRR abs/2310.20579 (2023) - 2022
- [c3]Jiayuan Ye, Aadyaa Maddi
, Sasi Kumar Murakonda, Vincent Bindschaedler, Reza Shokri:
Enhanced Membership Inference Attacks against Machine Learning Models. CCS 2022: 3093-3106 - [c2]Jiayuan Ye, Reza Shokri:
Differentially Private Learning Needs Hidden State (Or Much Faster Convergence). NeurIPS 2022 - [i3]Jiayuan Ye, Reza Shokri:
Differentially Private Learning Needs Hidden State (Or Much Faster Convergence). CoRR abs/2203.05363 (2022) - 2021
- [c1]Rishav Chourasia, Jiayuan Ye, Reza Shokri:
Differential Privacy Dynamics of Langevin Diffusion and Noisy Gradient Descent. NeurIPS 2021: 14771-14781 - [i2]Rishav Chourasia, Jiayuan Ye, Reza Shokri:
Differential Privacy Dynamics of Langevin Diffusion and Noisy Gradient Descent. CoRR abs/2102.05855 (2021) - [i1]Jiayuan Ye, Aadyaa Maddi, Sasi Kumar Murakonda, Reza Shokri:
Enhanced Membership Inference Attacks against Machine Learning Models. CoRR abs/2111.09679 (2021)
Coauthor Index
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