Peng Ye

Orcid: 0000-0001-6287-6356

Affiliations:

Hong Kong University of Science and Technology, Department of Computer Science and Engineering, Hong Kong
Tsinghua University, Institute for Interdisciplinary Information Sciences, Beijing, China (former)

According to our database¹, Peng Ye authored at least 6 papers between 2021 and 2025.

Collaborative distances:

Dijkstra number² of four.
Erdős number³ of three.

Timeline

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Book In proceedings Article PhD thesis Dataset Other

Bibliography

2025

Feature Reconstruction Attacks and Countermeasures of DNN Training in Vertical Federated Learning.

[BibT_eX]

[DOI]

IEEE Trans. Dependable Secur. Comput., 2025

2024

Lotto: Secure Participant Selection against Adversarial Servers in Federated Learning.

[BibT_eX]

[DOI]

Proceedings of the 33rd USENIX Security Symposium, 2024

The Limits of Differential Privacy in Online Learning.

[BibT_eX]

[DOI]

Bo Li

Wei Wang

Peng Ye

Proceedings of the Advances in Neural Information Processing Systems 37: Annual Conference on Neural Information Processing Systems 2024, 2024

Improved Bounds for Pure Private Agnostic Learning: Item-Level and User-Level Privacy.

[BibT_eX]

[DOI]

Bo Li

Wei Wang

Peng Ye

Proceedings of the Forty-first International Conference on Machine Learning, 2024

2021

In-Database Regression in Input Sparsity Time.

[BibT_eX]

[DOI]

Proceedings of the 38th International Conference on Machine Learning, 2021

Average-Case Communication Complexity of Statistical Problems.

[BibT_eX]

[DOI]

Proceedings of the Conference on Learning Theory, 2021

Peng Ye

Timeline

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