Jiayuan Ye

Affiliations:
  • National University of Singapore


According to our database1, Jiayuan Ye authored at least 8 papers between 2021 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
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Other 

Links

On csauthors.net:

Bibliography

2024
Leave-one-out Distinguishability in Machine Learning.
Proceedings of the Twelfth International Conference on Learning Representations, 2024

2023
Unified Enhancement of Privacy Bounds for Mixture Mechanisms via f-Differential Privacy.
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.
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.
Proceedings of the Eleventh International Conference on Learning Representations, 2023

2022
Differentially Private Learning Needs Hidden State (Or Much Faster Convergence).
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.
Proceedings of the 2022 ACM SIGSAC Conference on Computer and Communications Security, 2022

2021
Enhanced Membership Inference Attacks against Machine Learning Models.
CoRR, 2021

Differential Privacy Dynamics of Langevin Diffusion and Noisy Gradient Descent.
Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021


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