Jiayuan Ye - RankMe

18 papers A* 9Journal 9

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Optimal Splitting of Language Models from Mixtures to Specialized Domains. CoRR Skyler Seto, Pierre Ablin, Anastasiia Filippova, Jiayuan Ye, Louis Béthune, Angelos Katharopoulos, David Grangier
2025	A*	`conf`	How much of my dataset did you use? Quantitative Data Usage Inference in Machine Learning. ICLR Yao Tong, Jiayuan Ye, Sajjad Zarifzadeh, Reza Shokri
2025	J	`jnl`	Instance-Optimality for Private KL Distribution Estimation. CoRR Jiayuan Ye, Vitaly Feldman, Kunal Talwar
2024	A*	`conf`	Leave-one-out Distinguishability in Machine Learning. ICLR Jiayuan Ye, Anastasia Borovykh, Soufiane Hayou, Reza Shokri
2024	A*	`conf`	Privacy Analyses in Machine Learning. CCS Jiayuan Ye
2023	A*	`conf`	Initialization Matters: Privacy-Utility Analysis of Overparameterized Neural Networks. NeurIPS Jiayuan Ye, Zhenyu Zhu, Fanghui Liu, Reza Shokri, Volkan Cevher
2023	J	`jnl`	Initialization Matters: Privacy-Utility Analysis of Overparameterized Neural Networks. CoRR Jiayuan Ye, Zhenyu Zhu, Fanghui Liu, Reza Shokri, Volkan Cevher
2023	J	`jnl`	Leave-one-out Distinguishability in Machine Learning. CoRR Jiayuan Ye, Anastasia Borovykh, Soufiane Hayou, Reza Shokri
2023	A*	`conf`	Share Your Representation Only: Guaranteed Improvement of the Privacy-Utility Tradeoff in Federated Learning. ICLR Zebang Shen, Jiayuan Ye, Anmin Kang, Hamed Hassani, Reza Shokri
2023	J	`jnl`	Share Your Representation Only: Guaranteed Improvement of the Privacy-Utility Tradeoff in Federated Learning. CoRR Zebang Shen, Jiayuan Ye, Anmin Kang, Hamed Hassani, Reza Shokri
2023	A*	`conf`	Unified Enhancement of Privacy Bounds for Mixture Mechanisms via f-Differential Privacy. NeurIPS Chendi Wang, Buxin Su, Jiayuan Ye, Reza Shokri, Weijie J. Su
2023	J	`jnl`	Unified Enhancement of Privacy Bounds for Mixture Mechanisms via f-Differential Privacy. CoRR Chendi Wang, Buxin Su, Jiayuan Ye, Reza Shokri, Weijie J. Su
2022	A*	`conf`	Differentially Private Learning Needs Hidden State (Or Much Faster Convergence). NeurIPS Jiayuan Ye, Reza Shokri
2022	J	`jnl`	Differentially Private Learning Needs Hidden State (Or Much Faster Convergence). CoRR Jiayuan Ye, Reza Shokri
2022	A*	`conf`	Enhanced Membership Inference Attacks against Machine Learning Models. CCS Jiayuan Ye, Aadyaa Maddi, Sasi Kumar Murakonda, Vincent Bindschaedler, Reza Shokri
2021	A*	`conf`	Differential Privacy Dynamics of Langevin Diffusion and Noisy Gradient Descent. NeurIPS Rishav Chourasia, Jiayuan Ye, Reza Shokri
2021	J	`jnl`	Differential Privacy Dynamics of Langevin Diffusion and Noisy Gradient Descent. CoRR Rishav Chourasia, Jiayuan Ye, Reza Shokri
2021	J	`jnl`	Enhanced Membership Inference Attacks against Machine Learning Models. CoRR Jiayuan Ye, Aadyaa Maddi, Sasi Kumar Murakonda, Reza Shokri