Zhenghang Ren

According to our database, Zhenghang Ren authored at least 7 papers between 2021 and 2024.

Collaborative distances:

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

2024

Accelerating Secure Collaborative Machine Learning with Protocol-Aware RDMA.

Zhenghang Ren, Mingxuan Fan, Zilong Wang, Junxue Zhang, Chaoliang Zeng, Zhicong Huang, Cheng Hong, Kai Chen

Proceedings of the 33rd USENIX Security Symposium, 2024

2023

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

Mingxuan Fan, Yilun Jin, Liu Yang, Zhenghang Ren, Kai Chen

CoRR, 2023

Communication Efficient Secret Sharing with Dynamic Communication-Computation Conversion.

Zhenghang Ren, Xiaodian Cheng, Mingxuan Fan, Junxue Zhang, Cheng Hong

Proceedings of the IEEE INFOCOM 2023, 2023

2022

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

Zhenghang Ren, Liu Yang, Kai Chen

ACM Trans. Intell. Syst. Technol., 2022

Sphinx: Enabling Privacy-Preserving Online Learning over the Cloud.

Han Tian, Chaoliang Zeng, Zhenghang Ren, Di Chai, Junxue Zhang, Kai Chen, Qiang Yang

Proceedings of the 43rd IEEE Symposium on Security and Privacy, 2022

2021

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

Kaiqiang Xu, Xinchen Wan, Hao Wang, Zhenghang Ren, Xudong Liao, Decang Sun, Chaoliang Zeng, Kai Chen

CoRR, 2021

Secure Machine Learning over Relational Data.

Qiyao Luo, Yilei Wang, Zhenghang Ren, Ke Yi, Kai Chen, Xiao Wang

CoRR, 2021