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2020 – today
- 2024
[c3]Zhenghang Ren, Mingxuan Fan, Zilong Wang, Junxue Zhang, Chaoliang Zeng, Zhicong Huang, Cheng Hong, Kai Chen:
Accelerating Secure Collaborative Machine Learning with Protocol-Aware RDMA. USENIX Security Symposium 2024- 2023
- [c2]Zhenghang Ren, Xiaodian Cheng, Mingxuan Fan, Junxue Zhang
, Cheng Hong:
Communication Efficient Secret Sharing with Dynamic Communication-Computation Conversion. INFOCOM 2023: 1-10 - [i3]Mingxuan Fan, Yilun Jin, Liu Yang, Zhenghang Ren, Kai Chen:
VERTICES: Efficient Two-Party Vertical Federated Linear Model with TTP-aided Secret Sharing. CoRR abs/2306.16139 (2023) - 2022
- [j1]Zhenghang Ren, Liu Yang, Kai Chen:
Improving Availability of Vertical Federated Learning: Relaxing Inference on Non-overlapping Data. ACM Trans. Intell. Syst. Technol. 13(4): 58:1-58:20 (2022) - [c1]Han Tian, Chaoliang Zeng, Zhenghang Ren, Di Chai, Junxue Zhang, Kai Chen, Qiang Yang:
Sphinx: Enabling Privacy-Preserving Online Learning over the Cloud. SP 2022: 2487-2501 - 2021
- [i2]Qiyao Luo, Yilei Wang, Zhenghang Ren, Ke Yi, Kai Chen, Xiao Wang:
Secure Machine Learning over Relational Data. CoRR abs/2109.14806 (2021) - [i1]Kaiqiang Xu, Xinchen Wan, Hao Wang, Zhenghang Ren, Xudong Liao, Decang Sun, Chaoliang Zeng, Kai Chen:
TACC: A Full-stack Cloud Computing Infrastructure for Machine Learning Tasks. CoRR abs/2110.01556 (2021)
Coauthor Index
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