Zhenghang Ren

Orcid: 0000-0002-8779-4768

According to our database1, Zhenghang Ren authored at least 9 papers between 2021 and 2025.

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Bibliography

2025
mFabric: An Efficient and Scalable Fabric for Mixture-of-Experts Training.
CoRR, January, 2025

Design and Operation of Shared Machine Learning Clusters on Campus.
Proceedings of the 30th ACM International Conference on Architectural Support for Programming Languages and Operating Systems, 2025

2024
Accelerating Secure Collaborative Machine Learning with Protocol-Aware RDMA.
Proceedings of the 33rd USENIX Security Symposium, 2024

2023
VERTICES: Efficient Two-Party Vertical Federated Linear Model with TTP-aided Secret Sharing.
CoRR, 2023

Communication Efficient Secret Sharing with Dynamic Communication-Computation Conversion.
Proceedings of the IEEE INFOCOM 2023, 2023

2022
Improving Availability of Vertical Federated Learning: Relaxing Inference on Non-overlapping Data.
ACM Trans. Intell. Syst. Technol., 2022

Sphinx: Enabling Privacy-Preserving Online Learning over the Cloud.
Proceedings of the 43rd IEEE Symposium on Security and Privacy, 2022

2021
TACC: A Full-stack Cloud Computing Infrastructure for Machine Learning Tasks.
CoRR, 2021

Secure Machine Learning over Relational Data.
CoRR, 2021


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