Zhenghang Ren

Improving Availability of Vertical Federated Learning

Zhenghang Ren, Liu Yang, Kai Chen, 2022, ACM Transactions on Intelligent Systems and Technology.

Improving Availability of Vertical Federated Learning: Relaxing Inference on Non-overlapping Data

Zhenghang Ren, Liu Yang, Kai Chen, 2022, ACM Trans. Intell. Syst. Technol..

TACC: A Full-stack Cloud Computing Infrastructure for Machine Learning Tasks pdf

Xinchen Wan, Chaoliang Zeng, Kai Chen, 2021, ArXiv.

Sphinx: Enabling Privacy-Preserving Online Learning over the Cloud

Han Tian, Junxue Zhang, Qian Yang, 2022, 2022 IEEE Symposium on Security and Privacy (SP).

Accelerating Secure Collaborative Machine Learning with Protocol-Aware RDMA

Junxue Zhang, Zhenghang Ren, Chaoliang Zeng, 2024, USENIX Security Symposium.

Communication Efficient Secret Sharing with Dynamic Communication-Computation Conversion

Junxue Zhang, Zhenghang Ren, Xiaodian Cheng, 2023, IEEE INFOCOM 2023 - IEEE Conference on Computer Communications.