Jiayuan Ye

According to our database, Jiayuan Ye authored at least 14 papers between 2021 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2026

Generalization in LLM Problem Solving: The Case of the Shortest Path.

Yao Tong, Jiayuan Ye, Anastasia Borovykh, Reza Shokri

CoRR, April, 2026

Cram Less to Fit More: Training Data Pruning Improves Memorization of Facts.

Jiayuan Ye, Vitaly Feldman, Kunal Talwar

CoRR, April, 2026

Optimal Splitting of Language Models from Mixtures to Specialized Domains.

Skyler Seto, Pierre Ablin, Anastasiia Filippova, Jiayuan Ye, Louis Béthune, Angelos Katharopoulos, David Grangier

CoRR, March, 2026

2025

Instance-Optimality for Private KL Distribution Estimation.

Jiayuan Ye, Vitaly Feldman, Kunal Talwar

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2025, 2025

How much of my dataset did you use? Quantitative Data Usage Inference in Machine Learning.

Yao Tong, Jiayuan Ye, Sajjad Zarifzadeh, Reza Shokri

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

2024

Leave-one-out Distinguishability in Machine Learning.

Jiayuan Ye, Anastasia Borovykh, Soufiane Hayou, Reza Shokri

Proceedings of the Twelfth International Conference on Learning Representations, 2024

Privacy Analyses in Machine Learning.

Jiayuan Ye

Proceedings of the 2024 on ACM SIGSAC Conference on Computer and Communications Security, 2024

2023

Unified Enhancement of Privacy Bounds for Mixture Mechanisms via f-Differential Privacy.

Chendi Wang, Buxin Su, Jiayuan Ye, Reza Shokri, Weijie J. Su

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Initialization Matters: Privacy-Utility Analysis of Overparameterized Neural Networks.

Jiayuan Ye, Zhenyu Zhu, Fanghui Liu, Reza Shokri, Volkan Cevher

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Share Your Representation Only: Guaranteed Improvement of the Privacy-Utility Tradeoff in Federated Learning.

Zebang Shen, Jiayuan Ye, Anmin Kang, Hamed Hassani, Reza Shokri

Proceedings of the Eleventh International Conference on Learning Representations, 2023

2022

Differentially Private Learning Needs Hidden State (Or Much Faster Convergence).

Jiayuan Ye, Reza Shokri

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Enhanced Membership Inference Attacks against Machine Learning Models.

Jiayuan Ye, Aadyaa Maddi, Sasi Kumar Murakonda, Vincent Bindschaedler, Reza Shokri

Proceedings of the 2022 ACM SIGSAC Conference on Computer and Communications Security, 2022

2021

Enhanced Membership Inference Attacks against Machine Learning Models.

Jiayuan Ye, Aadyaa Maddi, Sasi Kumar Murakonda, Reza Shokri

CoRR, 2021

Differential Privacy Dynamics of Langevin Diffusion and Noisy Gradient Descent.

Rishav Chourasia, Jiayuan Ye, Reza Shokri

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021